text: Special Topics in Text Mining Manuel Montes y Gómez http://ccc.inaoep.mx/~mmontesg/ email@example.com Multilingual text classification Agenda • Multilinguism data/problem • Poly-lingual text classification – Language identification • Cross-lingual text classification – Using machine translation – Employing multilingual dictionaries or ontologies • Re-categorization methods 3 Special Topics on Information Retrieval Initial questions • What is multilingual text classification? • Is it concerns a practical problem? • How to build a multilingual text classification system? • Which multilingual resources are necessary? • Equally difficult for all language combinations? 4 Special Topics on Information Retrieval Languages in the world • It is difficult to give an exact figure of the number of languages that exist in the world – Not always easy to differentiate between language and dialect. • It is usually estimated that the number of languages in the world varies between 3,000 and 8,000. 5 Special Topics on Information Retrieval Languages in the Web (users) 6 Special Topics on Information Retrieval Importance of handling multilingual data • Existence of a multilingual worldwide network – Representation of English is now less than 40% • The time of globalization is coming; many countries have been unified. – Example: European Union • In addition, many countries adopt multiple languages as their official languages – Example: Moroco • New technologies in network infrastructure and Internet set the platform of the cooperation and globalization. 7 Special Topics on Information Retrieval Multilingual text classification • Poly-lingual classification – The system is trained using labeled documents from all the different languages, and allows to classify documents from any of these languages. • Cross-lingual classification – The system use labeled training data for only one language to classify documents in other languages. Ideas for achieving these two approaches? Possible applications? Complicated or challenging situations? 8 Special Topics on Information Retrieval Poly-lingual classification • Two main steps: – Learning of categorization model(s) from a set of pre classified training documents written in different languages – Assignment of unclassified poly-lingual documents to predefined categories on the basis of the induced text categorization model • The naïve approach considers the problem as multiple independent monolingual text categorization problems. – Architecture is a combination of several monolingual classifiers 9 Special Topics on Information Retrieval General architecture Classifiers Language 1 Language 1 Language N Classifier Construction Training sets Classifier 1 Unlabeled Document Language Identification Classifier 2 Classifier N Assigned Category How to determine the language? Problems with this architecture? How to take advantage of resources from other languages? 10 Special Topics on Information Retrieval Written language identification • Determine the language of a document from a given set of possible languages – A supervised task: we require example documents from all considered languages. • Two main approaches: – Based on character frequency and co-occurrence (using n-gram models) – Based on the occurrence of some particular words (particularly, the stopwords) 11 Special Topics on Information Retrieval Character frequencies English 12 Special Topics on Information Retrieval Taking advantage of multilingual data • Main Idea: take into account all training documents of all languages when constructing a monolingual classifier for a specific language. • They proposed to reassess the weight of a feature in one language by considering the weight of its related features in another language. • At the end they have also N different classifiers, but training is more accurate. – Specially useful for small training sets or imbalanced multilingual sets 13 Special Topics on Information Retrieval Construction of classifier for one language 14 Special Topics on Information Retrieval How to assign new weights Initial weight depends on the discriminative power of the feature in target language There is a weight that depends on the discriminative power of related words in other languages The final weight is a combination of both weights. Problems? How to select the alpha value? Ideas? 15 Special Topics on Information Retrieval Cross-lingual text classification • It consists of using a labeled dataset in one language (L1) to classify unlabelled data in other language (L2). • A method that is able to effectively perform this task would reduce the costs of building multilanguage classification systems, since the human effort would be reduced to provide a training set in just one language. How can we train a classifier of such characteristics? How similar must be both document sets? 16 Special Topics on Information Retrieval Using machine translation • Main approach is to use translation to ensure that all documents are available in a single language • Translation can be used in two different ways: – Training-Set Translation: the labeled set is translated into the target language(s). • Became a poly-lingual approach – Test-Set Translation: This approach consists in translating the unlabelled documents into one language (L1). Which approach is better? Problems of translation? 17 Special Topics on Information Retrieval Problems caused by translations • Certain drawbacks of the bag-of-words model become particularly severe in cross-lingual classification: – Spanish 'coche' is generally mapped to 'car ', whereas French 'voiture' is translated to 'automobile'. – Spanish 'Me duele la cabeza' to 'It hurts the head to me', which does not contain the word 'headache'. – In Japanese and Chinese, there are separate words for older and younger sisters. How to tackle these problems? 18 Special Topics on Information Retrieval keyword translation • Most methods consider the translation of the whole documents. • But our representation is based on a SET of words – Order is not capture; moreover, no all words are included. Is it really important to have a GOOD translation? • In order to reduce translation errors some methods only approach the translation of keywords. • A variant is to translate the sentences containing the N more important keywords. – The purpose is to give some context to the translation machine. How to select the keywords of a document? What are the main characteristics of a keyword? 19 Special Topics on Information Retrieval Keyword extraction • Keywords are the set of significant words in a document that give high-level description of its content. – They give clue about the its main idea • Two main ideas for keyword extraction: – Frequent words are more important – Very common words (in the collection) are not relevant to characterize the content of a given document. Frequency of word i in document k Size of the whole collection Number of documents having word i 20 Special Topics on Information Retrieval Keyword extraction by term distribution Keywords of a document appear here and there in the document • Extract important terms in documents applying the TF-IDF criterion. • Examine the distribution characteristics of those candidate keywords. • Select as document keywords the terms with great frequency and wide distribution 21 Special Topics on Information Retrieval Supervised keyword extraction • Consider the keyword extraction as a classification problem: the purpose is to determine whether a word belong to the class of keywords or ordinary words – Assume that there is a training set that can be used to learn how to identify keywords and using the knowledge gained from the training set • Some common used features are: – Frequency of the word in the document, inverse document frequency, position of the word in the document, position of the word according to the paragraph, format of the word, POS tag. 22 Special Topics on Information Retrieval Other problems of CL text classification • It is clear that, in spite of a perfect translation, there is also a cultural distance between both languages, which will inevitably affect the classification performance. • As an example, consider the case of news about sports from France (in French) and from US (in English): – The first will include more documents about soccer, rugby and cricket – The later will mainly consider notes about baseball, basketball and American football. How to address this issue? 23 Special Topics on Information Retrieval An EM based algorithm for CLTC • Uses two different sets of data: – a set of manually labeled documents in language L1 – a large amount of unlabeled documents in the target language L2. • The main process: 1. Translate training set to L2. 2. Build a classifier using the labeled translated examples 3. Use information in unlabeled examples from L2 to iteratively enrich the classifier • The idea is that, even if the labels are not available, useful statistical properties can be extracted by looking at the distribution of terms in unlabeled texts. Rigutini L., Maggini M., and Liu B. An EM based training algorithm for Cross-Language Text Categorization. 2005 IEEE/WIC/ACM International Conference on Web Intelligence. Compiegne, France, Sept. 2005. 24 Special Topics on Information Retrieval Scheme of the method When to stop? Another criterion? Which values for k1 and k2? Equal values? 25 Special Topics on Information Retrieval Results of the method Monolingual results Training English Test Italian Cross language results Translating training to Italian Translation by Idiomax Results from their method K1 = 300, K2 =1000 26 Special Topics on Information Retrieval Re-classification using neighbor´s information • Post-processing method for CLTC • Its purpose is to reduce the classification errors caused by the cultural distance between the two given languages • It takes advantage from the synergy between similar documents from the target corpus in order to achieve their re-classification. • It relies on the idea that similar documents from the target corpus are about the same topic, and, therefore, that they must belong to the same category. 27 Special Topics on Information Retrieval Scheme of the method • Iteratively, modify the current class of a document by considering information from their neighbors – If all neighbors belong to the same class, assign that class to the document – If neighbors do not belong to the same class, maintain current classification – Iterate σ times, or repeat until no document changes their category. 28 Special Topics on Information Retrieval Results 29 Special Topics on Information Retrieval Alternative: using a multilingual wordnet • Instead of translating documents from one language to other, make them comparable by means of a multilingual wordnet. • A wordnet is a large lexical database organized in terms of meanings. – Synonym words are grouped into synset ({car, auto, automobile, machine, motorcar}) • In a multilingual wordnet there are relations between related synsents – It is possible to go from the words in one language to similar words in any other language. 30 Special Topics on Information Retrieval Wordnet example 31 Special Topics on Information Retrieval Using multilingual wordnets (2) • Idea is representing documents by a common (monolingual) set of concepts, and not by a common set of words. • Advantages: – Synonym is captured (car and auto represented by the same instance) – Generalization is possible (if one document talk about lions, it somehow talk about felines) • Disadvantages: – More difficult to have a multilingual wordnet than a translation system. – A BIG problem: word sense disambiguation 32 Special Topics on Information Retrieval Word sense disambiguation • The task of selecting a sense for a word from a set of predefined possibilities The bank close at 8pm ? 33 Special Topics on Information Retrieval Alternative 2: Hybrid approach 1. Translate all documents to English – Training and test sets – Because English has the largest wordnet 2. Represent documents by a bag-of-synsets 3. Applied any supervised learning approach to learn from this representation. Advantages: • Not necessary to have/construct a wordnet for each language • WSD in only one single language 34 Special Topics on Information Retrieval Next section: Non-topical classification • • • • Authorship attribution Sentiment classification Genre classification (related) Plagiarism detection What are these tasks about? In what way is it different from thematic classification? 35 Special Topics on Information Retrieval


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If thoroughbreds were half as predictable as some of the people whose opinions they stimulate, then life would be a lot easier all round. Even the Lincoln winner would announce himself with bells and trumpets. As it is, however, the resumption of Flat racing on turf at Doncaster today renews a familiar divide. The creatures on four legs remain camouflaged by a skein of perplexing possibilities; those on two, meanwhile, are full of dark suspicions.
No doubt the two syndromes are related. But it is one thing to approach the horses themselves with a certain mistrust; quite another, to trace some endemic duplicity to their custodians. Year after year, you hear the same, trite complaint about Flat racing professionals. Where their jump racing counterparts are said to be good old boys, glad to take your call in the middle of any business or pleasure, Flat trainers are depicted as remote, secretive and arrogant. From this wholly inaccurate premise, various portentous inferences are reliably drawn, about the Levy apocalypse beckoning those who do not evince adequate respect for the dignity of gamblers.
Somehow the essentially bovine betting habits of most high-street punters seem only to guarantee them the status of sacred cow. This time, their high priests are jumping up and down because Aidan O'Brien did not issue a statement to the Stock Exchange about a winter hold-up for one of his best colts, Rip Van Winkle.
Now his status as one of the great trainers in history has not impaired O'Brien's innate humility. He remains a mild, considerate man, and it takes a good deal to provoke him. But he does seem irritated by some of the sanctimonious reproaches he has read since disclosing a perfectly manageable delay in the schedule of a colt who requires little work anyway. "I'll tell them every time a horse gets a rash under its tail," he suggested this week. "Or a pimple on its elbow."
With horses, you can easily have too much information. Indeed the true deception is to simplify the daily positives and negatives of their preparation. Everyone knows stories of big races being won by horses that have spent the previous 24 hours with a foot in a bucket of ice. It is seldom black and white. And when it is, you can rely on a man like John Quinn to let everyone know – as was his mournful duty yesterday – that Character Building is lame and will miss next Saturday's Grand National.
Quinn, of course, is one of the few trainers equally at home on the Flat or over jumps. But it is the punters – or their precious guardians, at any rate – who create other, unnecessary divisions, by increasingly assuming that the world owes them a living.
Whatever the merits of the respective cases, few would dispute that the two most uncomfortable sagas of last year concerned O'Brien's use of pacemakers, and the right of his mentor, Jim Bolger, to change his mind over plans for New Approach. Common to both, as to the storm in Rip Van Winkle's teacup, was an exaggerated sensitivity to trainers' priorities.
Of course punters always merit due consideration. But the key word is "due". Classics are not staged first and foremost as betting opportunities.
As it happens, over-simplification has also distorted the first big race of the new season, the William Hill Lincoln Handicap. Wildly amplified reports of a gallop by Expresso Star have made him one of the hottest favourites in years. Now John Gosden, his trainer, is warning that he might not even run, should the ground be too firm. And, if nothing else, that would certainly be another salutary lesson for those who suspect that the most significant information about races is always privileged.
His public career sustains the possibility that he could soon leave handicaps behind, but a drop back in distance on faster ground hardly underpins his very short odds. Swop is another aspiring to a higher level, but this kind of stampede sometimes calls for more yeoman qualities.
Admittedly, Chris Dwyer is himself professing anxiety about fast ground, but Mia's Boy (3.55) quickened smartly on pretty firm ground at York last May, and looks worth chancing at 22-1 (Coral). His overall progress can be measured by the fact that he could not even get into the consolation race last year, but he remains on a feasible mark, 2lb lower than when unlucky at the St Leger meeting. As that run came fresh after a summer break, and was his second fine effort from two visits here, he certainly looks eligible in principle.
Favourite for the consolation race is Fireside, making his first appearance since the 2,000 Guineas – and his first for Michael Jarvis. Having run so well in a big sales race on his debut, he may have the wit to deal with more experienced rivals. But the odds assume as much and Extraterrestrial (2.45) warrants perseverance after shaping well last year.
He had a nice pipe-opener on the all-weather, and likewise VITZNAU (nap 3.20). Midfield in the Lincoln last year, he has shown plenty of dash on the bridle, and can at last confirm sprinting to be his true métier. Channel 4 meanwhile begins its broadcast with the first juvenile race of the season, where Chicita Banana and Swilly Ferry are among those looking the part on paper. But with no public evidence to work with, here is one race where those flagitious curs, the Flat trainers, really do have the advantage.
Casino Drive best for Dubai gamble
Hailstones have been smashing windscreens in Dubai this week, but the real sense of apocalypse traces to the emirate's place as hub of a global economy in meltdown. They have none the less managed to scrape together $6m for today's World Cup, albeit the field may not match the prize.
Asiatic Boy was annihilated by Curlin last year but is disputing favouritism with Albertus Maximus, winner of the Dirt Mile at the Breeders' Cup last autumn and now in the hands of Kiaran McLaughlin, who saddled Invasor to win here two years ago. His stamina is unproven and it may instead be worth chancing Casino Drive.
Another fabulous prize for the Dubai Sheema Classic has again drawn the dual Arc runner-up, Youmzain, but he could not quite get involved here last year. The locally trained Eastern Anthem may surprise.
Marchand D'Or tries a new surface in the big sprint, best left to Indian Blessing, while Paco Boy needs to prove his stamina for the Dubai Duty Free, where Archipenko and especially Presvis promise tough opposition. Then there is Desert Party in the UAE Derby, though the Americans will not entertain a Kentucky Derby winner emerging from the desert until hell freezes over. Now about those hailstones ...
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- Breeders' Cup
- Dubai
- Horse-Riding
- Horses

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Torrance Gibson (Plantation, Fla./American Heritage) is one of the top athletes from the Sunshine State. He plays quarterback and participated in the Elite 11. Here at The Opening he's playing wide receiver. Overall, he's enjoyed the dual experience.
"It's been a little different," Gibson said. "First I was out here playing quarterback and now I am more of an athlete. I wasn't invited to come out here to play quarterback but receiver. I get it and I understand. I have work to do there [at quarterback] and it was good to come here and work on my mechanics. I know I need to develop as a quarterback."
It's not news that Auburn and Tennessee are his front runners. Those two have been on top for some time. What is news is that a new team is coming on the scene for this 6-foot-4, 207-pounder. It's Arizona from the Pac 12.
"Right now the plan is to make an official visit there in September," Gibson said. "They haven't offered yet."
Gibson got intrigued with the Wildcats after befriending defensive tackle Khalil McKenzie (Concord, Calif./Clayton Valley). The two met on twitter and later video chatted.
"We have talked a lot since," Gibson said. "Now we may team up. He's the one that got me interested in Arizona. We will see."
McKenzie, a five-star recruit, will announce his decision tomorrow at The Opening. His finalists are Arizona and Tennessee.<.P>
It's not just those three teams for Gibson. He also likes Ohio State and LSU. In fact, he plans on camping and visiting with the Buckeyes later this month.


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Today's Devotional
When Words FailDo you often find yourself praying in your own strength?
Top Music Videos
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Victoria: I'm 13 years old, I love to perform/entertain. I like dancing, singing, and just making people laugh. I live in CA. I have a family of 7 including myself. Two sisters, two brothers, and my parents.
Emily: I'm 11 years old. I like to sing, and I LUV making people laugh, hahaha.
I live in CA. I have a family of 5 including myself. Two brothers and my parents.
Ella (Publisist): 16 years old. I love to write and have fun. I live in CA. I have a family of 5 including myself. Two sisters and my parents.
icon: It was created by Victoria and Emily. They came up with the name from the camera case that the camera came from. Icon is all about fun. Hope you like the show. :)


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Seminars & Workshops The "Other" Planned Parenthood: Wills, Trusts & Guardianship
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Every parent wants to protect their child, however, few of us dare to think the unthinkable – that we might not be around to see them grow up. Do you have a plan in place? Do you know the implications of being a foreigner while your child may be an US citizen? Questions like these and more are addressed in this very informative seminar:
- What happens if my child is a U.S. citizen, but the parents are not and something would happen to us?
- What are the tax implications if my spouse passes away during our stay?
- Can I nominate a non-US citizen as legal guardian for my child?
Join us for an evening of many eye-opening facts followed by an interactive Q&A to address as many unique situations as possible.
Fee: $39 per person
Participants will receive a FREE PRIVATE CONSULTATION with Ms. Besunder.
Speaker: Alison Arden Besunder
Law Offices of Alison Arden Besunder, P.C.
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Alison Arden Besunder has spent over a decade practicing law in the New York City. She focuses her practice in the areas of Trusts and Estate Planning, Elder Law, Estate Litigation, Commercial Litigation and Intellectual Property.
Ms. Besunder has extensive experience counseling clients on estate planning, elder law and litigation matters, ranging from the simple to complex.
Ms. Besunder is a member of the Trusts and Estates and Elder Law Sections of the New York State Bar Association and the NYSBA Animals and the Law Committee. Alison remains co-chair of the Privacy Task Force of the New York State Bar Association, which produced a 250-page report on the existing privacy laws affecting labor and employment, criminal law, litigation, intellectual property, and business law. Ms. Besunder is also a member of the Suffolk County and Brooklyn Bar Associations. Ms. Besunder is certified to act as a court-appointed evaluator, court examiner, and guardian in the New York State Courts. Ms. Besunder is a frequent contributor to the New York Law Journal, the Suffolk Lawyer, and a lecturer at Practising Law Institute. Ms. Besunder is also an active volunteer with the Jewish Association of Services for the Aged (JASA). Read more here…
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Honorable Mention: Classic + Clean White Kitchen
With soothing white walls, subway tile and quartzite countertops, this contemporary kitchen from TZS Design is both timeless and elegant. A built-in breakfast bar and traditional dining table provide plenty of seats for family and guests.
Photo By: Marcel Page Photography
Photo By: Marcel Page Photography
Photo By: Marcel Page Photography
Photo By: Marcel Page Photography
Photo By: Marcel Page Photography
Open, Traditional Eat In Kitchen With Blended Refrigerator, Pendant Lights, and Wood Barstools At Neutral Marble Bar
Durable polished quartzite countertop gives a neutral finish over the white kitchen island. Wood barstools beautifully compliment the dark hardwood floors. The bright, white design accentuates the open, spacious design of the room. The refrigerator blends into the cabinetry for a seamless and sophisticated look.
Connected Mudroom in Traditional Kitchen Featuring a Classic White Design and Wood Dining Table
The long floor plan of this kitchen suits an eat in design with additional seating at the island. The use of white keeps the room feeling bright and spacious grounded by the dark hardwood floor. Beyond is the mudroom where limestone flooring meets the wood floor and a custom built in provides ample storage for seasonal clothes.
Customer Paper Towel Drawer in Built In White Cabinetry Below Neutral Countertop
This custom drawer features an integrated paper towel holder. There is a space behind for two extra paper towel rolls for quick reloading. This design contributes to keeping the countertops as uncluttered and open as possible.
Timeless Traditional Kitchen With White Tile Backsplash, Black Framed Range Hood and Wood Dining Set Up
A white tile backsplash gives beautiful texture to this kitchen design while blending with the white color scheme. A rich wood dining table and chairs compliment the dark hardwood floor grounding the design with a warm tone. The built in storage features glass door cabinets for visible dish display.
Classic, Traditional Hallway With Arched Doorways, Circular Light Fixture and Hardwood Floor
The ceiling in this hall leading to the kitchen was intentionally kept lower so when you walk into the kitchen the space expands with its higher ceiling. The hall ceiling is stepped to add intricacy and layering. The arched openings create a private and cozy feeling.


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Lee Brice Shows Off Wife's Wedding Gift
Take a look at the cover for Lee Brice's new album!
See that guitar Lee is holding? It's a 1948 Gibson J-45 guitar that his wife, Sara, gave him as a wedding present!
Lee tells ABC News Radio, "My buddy in South Carolina, he's got a bunch of old guitars like that, and I just fell in love with one that looked just like that, and he found me one, for [Sara to give me], out in California, and it's just amazing."
"The older it gets, the dryer that wood gets, and the more it resonates, the more it vibrates," Lee explains. "So, it actually sounds better and better the older it gets."
His album of the same name comes out September 9.


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With the Health Care case in the news, I thought this article about the The supreme court and how it's makeup has changed was interesting.
http://www.electoral-vote.com/evp2012/P ... tml#item-1
"The table above shows a few unusual characteristics of this Court. To start with, there are no Protestants on it. Three of the four Democratic appointees are Jews and the other one, like all the Republican appointees are Catholics. This is the first Court in U.S. history with no Protestants on it. The other noteworthy feature is that every single justice is the product of an Ivy League law school, with Harvard beating Yale 5 to 3 and Columbia scoring one seat. It is difficult to imagine a more elite Court. Furthermore, all but Kagan were Court of Appeals judges prior to their appointments to the Supreme Court. Kagan was Solicitor General.
Historically, it wasn't always like this, with a Court full of non-Protestant, Ivy League, judges from the Court of Appeals. Just to provide some perspective, here is the lineup at the Supreme Court just after President Eisenhower appointed Earl Warren to the Court in 1953. Warren, a Republican, went on to lead one of the most activist Courts in history, starting with its decision to ban segregated schools."
US Supreme Court
Races for the Senate, U.S. House, etc. and other issues of national importance.
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Warren was considered a traitor by conservative Republicans and there was a movement to impeach him.
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Foley backing for McCarthy
Kevin Foley believes it is 'not fair' that Wolves manager Mick McCarthy has been under scrutiny.
Last Updated: 29/11/10 10:56am
Kevin Foley believes it is 'not fair' that Wolves manager Mick McCarthy's position has been placed under scrutiny in recent weeks.
Wolves ended a run of four successive defeats at the weekend by coming from behind to beat Sunderland 3-2 at Molineux.
The result was not enough to lift Wolves out of the bottom three, but helped to provide the team with a boost after recent performances were not rewarded with points.
Foley, who opened the scoring against Sunderland, dedicated the win to McCarthy and praised the way in which the manager has tried to alter Wolves' style of play this season.
"It's not fair his job has been under scrutiny," said Foley. "None of the lads can question the boss, it's not just him, it's us. We must take responsibility.
"If you look at the points, we've not got that many less than last year, but we've being playing better football, a better brand of football this season.
"The fans appreciate it and it's about trying to do things the right way, the footballing way.
"I'm just glad we won for the manager and the players. He's done so well for us, you know what you get with him and yes, that win was as much for him as much as anyone else.
"When there's 10 minutes to go and you're 2-1 down you think 'here we go again', but credit to everyone we got it going."


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Let us know when your receive great advice so we can thank our lawyers and point others with similar questions in the right direction.Got it!
They are legally married. She has lived there with him and contributed to the maintenance of the house. She still lives in the house with him.
The children have reached their 21st birthday and have moved off.
In most states if the widow is not the mother if the spouses kids, and spouse dies without a will, the estate, including real estate is spilt between surviving spouse and children of a previous marriage.Ask a similar question
Texas is an inception of title rule state which means that if your father owned the property before marriage, then it is separate property regardless of whether community funds post marriage were used to pay it off. So assuming separate property, the widow would get a life estate in 1/3, and the children would split the remaining 2/3 equally, subject to the widow's life estate. Children would get it after widow dies. The situation may be complicated if there was a note on the property that started prior to the marriage, but was paid off post marriage from community funds. If that happened, then the widow would technically have an independent claim based on the expenditure of community funds while it was still being paid off. This is definitely one of those questions you need to get clarified by an attorney in person with all of the facts and documents in front of them. What I've mentioned here is just an overview of general concepts, and is certainly not good enough advice to proceed with any certainty.
The above comments are made by an attorney at The Rieck Law Firm (RLF). RLF offers free initial consultation to potential clients and more information about this firm can be found at www.riecklawfirm.com. Materials contained within this website and submitted by this user (including the above comments) provide information on general legal issues and are not intended to provide advice on any specific legal matter. This information is not intended to create, and receipt of it does not constitute, an attorney-client relationship. Internet and online readers should not act upon this information without seeking professional counsel.Ask a similar question
It is not clear from your facts whether the house is separate or community property or whether or not the widow is the mother of the two adult children. Those facts are crucial in determining the heirs identity. But, there is another issue here. Even if we had all the facts, simply knowing them would not transfer title to the house (and other assets) to the heirs. That requires some type of probate procedure. Because the decedent died without a will (intestate), none of the options are as good as if there had been a valid will. The answer to your question and to the questions you have not asked can only be obtained after consultation with an experienced probate attorney in the county where your mother lived at the time of death.
DISCLAIMER: This is not specific legal advice and does not establish an attorney/client relationship.Ask a similar question
I think the questioner might be saying the Husband is still living, in which case, this advice is urgent: he needs a will.
Oh, I see that now. If the man in your fact pattern is still living he needs to immediately consult with an experienced estate planning attorney. He has the opportunity to avoid a disaster.
My colleague provided an excellent answer. I just want to highlight the fact that the surviving spouse has the right to remain in the home for life.Ask a similar question
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Over weight n heaviness
My stomach is very bulky n especially my back( below the shoulder area) has lots of muscles storage which makes my back look very broad. My hips n thighs are also very fat. I want to lose badly. Currently I wear XL n want to reach M
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Hi Weight gain happens either due to addition of extra calories or due to failure to spend calories consumed...these extra calories deposited in our body as fat..for weight reduction you have to consume less calories and spend more...avoid junk foods,carbohydrates like rice etc,avoid oily foods...add proteins and fibre rich foods to your diet with green tea,green leafy vegetables, fruits...do regular exercise at least 2 hours a day...Ask yourself these questions about any diet plan you're considering: Does it include various foods from the major food groups: fruits, vegetables, grains, low-fat dairy products, lean protein sources and nuts? Does it include foods you like and that you would enjoy eating for a lifetime — not just for several weeks or months? Can you easily find these foods in your local grocery store? Will you be able to eat your favorite foods, or better yet, all foods? Does it fit your lifestyle and budget? Does it include proper amounts of nutrients and calories to help you lose weight safely and effectively?Is regular physical activity part of the plan? If the answer to any of these questions is no, keep looking. There a re better diet plans out there for you. Consult dietitian fallow the diet chart strictly...you can see the beneficial effects within a month..
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Due to the cold snap in south MS I have been experiencing a lot of pain in my hips and back. Uable to do usual daily activities I decidid to plant an indoor mini garden to have something to do. Using an old roasting pan with drainage holes drilled in the bottom I began searching through my plants. After finding a small miniature jade to use as the tree, I needed a couple of smaller "bedding" plants. I chose a dwarf mondo grass and a wonderful ground cover called "baby tears." I still need to get some concrete to anchor the patio in place but along with a few accessories this is what I came up with.
Mini Gardens brighten up a boring day.
How did I miss this one? Really cute!!!
lol flowAjen, this one is still doing great, tho I haven't done the concrete patio yet. The roaster reminds me of my late grandmother. She was always cooking in them.
Good memorial garden then...maybe you should design one to look like her yard?
I inherited my love of plants from her. When I was little we would go visit Grandma and Grandpa for two weeks every summer. It was my "job" to water her more than 300 African Violets and keep fresh flowers from her yard in all the vases. Grandpa made a huge wonderland of perenals and trees on the acre yard by their house. There were paths twisting and turning all through it. I have wonderful childhood memories of spending time there with them. A memorial garden is a wonderful idea. Thank you flowAjen.
Nice! my grandparents had a farm but I was too little to remember it, the memories I have of them are when they retired and lived in FL, my father was a gardener, mostly veggies
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For the past 38 years, Pakistan State Oil has been fueling the needs of the nation. Acknowledged as the leading Public Sector Company of Pakistan, PSO has been driving the wheels of the national economy and is the first public company to pass the 1 Trillion rupee revenue mark.
Currently the Company is engaged in the marketing and distribution of various POL products including Motor Gasoline (Mogas), High Speed Diesel (HSD), Furnace Oil (FO), Jet Fuel (JP-1), Kerosene, CNG, LPG, Petrochemicals and Lubricants. PSO has the most wide-spread retail network in the country with over 3,500 retail outlets and is also the major fuel supplier to aviation, railways, power projects, armed forces, marine and agriculture sectors. The Company also possesses the country's largest storage capacity representing nearly 68% of the nation's total storage capacity.
PSO's commitment to the energy security of Pakistan has been enhanced by diversification into Liquefied Natural Gas (LNG) as a fuel for power generation and other sectors. As a viable solution to Pakistan's current energy challenges, LNG is a game-changer and will result in savings of billions of dollars for the national exchequer.


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quote:Originally posted by dannyjamesi have OCD and have had many strange phobias come and go. Chrematophobia- Fear of money, is one of them. I wouldnt touch money or anything that money had touched. When i had to touch money id wrap my hands in my sleeves, and if i somehow did touch money i would have anxiety attacks and have to wash my hands with really hot water and soap. i was afraid of the germs and whatever else might be on it.


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Can a vegetarian person get a good meal at this restaurant?
Does this restaurant offer takeaway or food to go?
Is this restaurant good for large groups?
Can a gluten free person get a good meal at this restaurant?
Can a vegan person get a good meal at this restaurant?
Does this restaurant offer delivery?
Does this restaurant specialise in Halal food?
Is this a Kosher restaurant?
Does this restaurant offer highchairs for toddlers?
Is this restaurant good for bar scene?
Thanks for helping!
Visited yesterday had tuna. Superb so fresh and beautifully cooked. Good Spanish fish restaurant. Small but definitely worth a visit. Find parking near.
Thank you for your visit and for your comment. see you soon 😉
Could be more generous with the portions and could have a better service. Might be one of the best in Marbella, but surely not among the best in Spain.
thanks for your visit and your opinion. soon 😉
This small restaurant is truly a local gem in this area with so much turisma. The fish was so fresh and well prepared. It appeared to be mostly local. We had the grilled squid, anchovies, tomato salad, potatoes, and sardines. I didn't care much for Marbella, but this place made the pit stop more than worth it.
Thank you for your visit and your comment. see you soon😉
Really enjoyed our evening here - no booking so had to wait for 40 mins - but with a bottle of white and somewhere to stand/sit the time went quickly.
Once called out table was prepared - paper table cloths etc. Extremely friendly and the food was to die for. My favourites Calamari a la planca and Dorada espeto
We went to this restaurant because it has been recommended to us by a local person and it has been the best place we have eaten in. Not expansive at all compared to a lot of fancy touristic places in Marbella, very good seafood and grilled fish, very good service. We loved it and recommend it!
We were originally searching for a sushi restaurant when we came across this cosy, small, local Spanish restaurant. Great choice of tapas and side dishes. Fish and seafood are fresh and served grilled or fried. Has a local flavour and good prices! Simply excellent! We stayed three days in Marbella and only once did we eat elsewhere.
Local great food: Simple, quick, Fresh and inexpensive. Their espetos are the best we tasted during our stay in the region. Their calamari were perfectly cooked. And their salads tasted as salads. (Not easy nowadays). Get a glass of manzanilla and enjoy! Shame they serve no coffees.
We had passed by this restaurant a few times before we stopped for lunch. We got the last table on the terrace. This restaurant was full every time we passed by and they were all locals. I do not think we ever saw tourists. Nonetheless they did speak some English and we were able to order.They had all kinds of...
Discovered this delightful bar/restaurant last night. It was just what we were looking for. Lovely selection of fresh fish. We had the red snapper served with a crisp salad. The flan which had been marinated figs in Pedro Jimenez sauce was one of the best flans I have ever had in SPain. White wine was delicious. This is a very...
Visited last week having last been there some years ago. At the edge of the old town and totally unassuming but exceptional quality food mostly seafood. The sardines are superb as is the pilpil. Lunch for two hungry men with mineral water was 24 euro and the quantities are decent. A selection of starters is a good way to try...
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Style: 26058461 Color Code:
Floral printed fit-n-flare style dress with sheer dotted sleeves and trimming around the neckline. Zips up left side of waist. Button detailing at each sleeve hem. Lined.
100% Rayon
Machine Wash Cold
Measurements for Size 6:
Length: 33 3/4"
Bust (all around): 36"
Waist (all around): 30"
Sleeve Length: 25 1/2"


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iChat can be plain vanilla or one of your most useful tools. Nancy Carroll Gravley offers up some tips for making the most of that tool, with a little razzle-dazzle thrown in for good measure.
A Brief Moment of Thanks for How Things Aren't
Nancy Carroll Gravley looks back at an incident in the mid-80s when computers were still largely the realm of business, and she's thankful for Apple's role in changing that.
My Love Affair With My iPad & Some Tips That Make It Work
Nancy Carroll Gravley loves her iPad, and in this installment of Computing with Bifocals, she offers three tips in making it work even better for you. She even shares a deep dark secret about her love affair with her iPad.
Snow Leopard Didn't Die - How About Some Tips?
Some people are still happily using Snow Leopard thank you very much, and they are tired of being ignored. In this installment of Computing with Bifocals, Nancy Carroll Gravley offers up a few good tips to spice up their lives.
A Tale of Mac Success
With each new advancement in our technology it sometimes does us good to stop and remember the little reasons we love our Macs so much. Nancy Carroll Gravley shares a simple little story of how a Mac, a job, and a little guidance helped someone change her life.
Some Tips to Help Novice Users Get Started with Lion
Nancy Carroll Gravley evaluates the advantages of novice Mac users moving up to Lion, and thinks it's a great idea for most new Mac users. Better yet, she has some tips to help them along with the process.
Special Tips For Address Book & Keychain
Nancy Carroll Gravley has found three tips for Address Book and Keychain that she hopes will open up new experiences for beginners. One involves controlling information on a vCard, the next is about working with Groups in AddressBook, and the third is a great tip for accessing your keychain on another computer.
3 Tips: Repairing Permissions, Screenshot Drop, & iPad Keyboard Magic
Nancy Carroll Gravley shows how disk utility can come to the rescue in time of need, shares a shortcut for getting images in some of your Apple applications, and discovers a cool hidden attribute for the iPad.
Mac Tips Your Friends May Not Even Know
Nancy Carroll Gravley has tips about others being sneaky with your Mac, one for when you want to be sneaky, and two to save you time.
Free Is Good: Four Handy Mac Apps
Nancy Carroll Gravley discusses four free useful Mac applications that any beginner can use, including SwordfishExpress, Art Text 2 Lite, Monolingual, and EasyEnvelopes for Mac.
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Reagan's Legacy: Economic Freedom
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Oakland, CAUSA
August 27, 2012
Steinbeck, Stegner, Lessing, Naguib Mahfouz, Tolstoy
Coetzee, Thomas Hardy, Flaubert, Hemingway, Saramago, LLorca, Oscar Wilde, Philip Roth
I really enjoy reading and the challenge of delving into classics or authors I've never read before. It's great to be introduced to books and authors that others are passionate about.
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|1,600 sq. ft.
|Property type
|Minimum Stay
|1 - 3 nights
Pristine 1950's Cape style home recently refinished. Full kitchen, dining room, study, and large backyard. Perfect for Williams alumni events, ski vacations, and theater festival. Master bedroom on ground level with queen sized bed, two bedrooms on second level with XL full sized beds. Kitchen with laundry unit and breakfast area. Separate dining room, living room, and guest room upstairs with elliptical. Downstairs bathroom with shower/tub and upstairs bathroom with tub. Large backyard. Ten minute walk to Spring Street and Williams campus.
The owner and her family of four reside in New York City and have spent the last 12 summers in Williamstown.
Jessica Hecht purchased this house in 2011
The house is lovely, in excellent condition, and within close proximity to town.
We had a lovely time over the holiday weekend, snug in the snow with our kids running circles in the downstairs. Everything was set up smoothly, the owner was clear and responsive throughout, and we thoroughly enjoyed ourselves. We would love to stay here again.
Having decided at the last minute to return to Williamstown for homecoming, both the host and the home could not have made the experience any more comfortable and/or seamless. From the outset, the owner's communication was prompt, helpful and kind, and they remained within easy reach throughout the booking process and the course of our stay. The home is conveniently located within walking distance from the town center, and easily accommodated five adults with plenty of room for everyone to sleep comfortably and enjoy personal space. The house was spacious and clean, and the owner kindly made all amenities, including coffee and tea, available upon our arrival. The ease of organization and location allowed us to enjoy a picturesque fall weekend in Williamstown without hesitation, and I would unquestionably return to this property again.
We stayed here for a weekend for the Freshgrass festival at Mass MOCA this fall. The house was perfectly located and ideally suited for our needs with 4 little children. The house was lovely, clean and well equipped. The owners were helpful and accommodating and we would love to stay here again.
As an alumni coming back for the weekend, this was the perfect rental. The cape house is off of the main street into Williamstown, but easily within walking distance. The house is well-kept and very spacious - three bedrooms, two baths, full kitchen and living room. In addition to the space, the owner is absolutely wonderful and was very responsive and accommodating. We will definitely be renting again!
If you're looking for quiet, relaxed comfort, this charming mid-sized '50s style cape tucked away just a couple of blocks from Williamstown's Main St. is the place for you.
With three bedrooms and 1 full and 1 half-bath, there is plenty of space for six guests, with a large, inviting living room, ample kitchen (everything you need to prepare all of your meals) and dining room. There is also a spacious backyard, though one might wish for more seating and a dining area outside (there is no grill either).
Plenty of parking in driveway; and if you bring bikes you can store them in the garage. One of the best amenities is the location, within walking distance of Williamstown's shops and restaurants, and of course the Theatre Festival (how pleasant to walk to and from the theater in the evening—beats Times Square any day!). Overall this house is a gem (it was spotlessly clean when we arrived), and a great place to stay for your Berkshires vacation.
We absolutely loved our stay at this home - the house was impeccably clean, and Jess was a gracious host who made the stay easy. The house was surprisingly spacious on the inside, with a large living room, dining room and kitchen that allowed us to spread out when we wanted to. It's a very short walk from town, but on a nice quiet block with nice neighbors who waved to us as we walked by. Overall a great stay - we will be back!
Williamstown is located in the far northwest corner of Massachusetts bordering Vermont and New York. We are the home of the Sterling and Francine Clark Art Institute, Williams College, and 8,220 residents including 2,000 Williams College students. The house is located in a residential area, walking distance from the town center and the Williams College campus facilities. The Clark Museum of Art, Williamstown Theater Festival and Massachusetts Museum of Contemporary Art are all quick drives away. There are a multitude of delightful restaurants within walking distance including Tunnel City Coffee, Sushi Thai Garden and Hops & Vines.
|Rate Period
|Weekend Night
|Monthly *
Williams Graduation Weekend
Jun 2 2017 - Jun 4 2017
3 night minimum stay
Flat fee
Williams Alumni Reunions
Jun 8 2017 - Jun 10 2017
3 night minimum stay
Flat fee
My Standard Rate
1 night minimum stay
|Notes: Rates are based on 5 guests; add $25 per night, per additional guest
|Cleaning Fee
|Pet Fee
*Refundable damage deposit of $200 is required for guests staying for over one week. If there will be pets, the deposit is $250.
*Cleaning fee with pets is $75
* Approximate monthly rate. Actual rate will depend on the days of the month you stay.


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Compare Civil Rights attorneys near you. Read reviews, see Avvo Ratings, and contact them directly.
5.0 stars 5 reviews
Avvo Rating: 10
Hiring an attorney is a very important decision, so get one that is Highly Rated & Board Certified!
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Avvo Rating: 8.9
Michael D. Babcock was born in Valparaiso, Indiana in 1968. Michael attended and graduated from Portage High School in 1987, where he participated in athletics. After high school, Michael attended Indiana University in Bloomington, Indiana, and gr...
Practice areas & skills: Civil Rights, Medical Malpractice, Criminal Defense, Workers Compensation, Car Accidents
A civil rights attorney helps protect the personal rights granted to you by the government. When someone violates those rights, a civil rights attorney can help you make them stop these violations, or repay you for any damage they have done to you. Your civil rights are spelled out in federal and state constitutions and in discrimination laws. In fact, civil rights attorneys are sometimes called discrimination attorneys because they frequently handle cases involving a person being treated differently based on gender, age, ethnicity, or sexual orientation.


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The Gouves Park Holiday Resort is located in Gouves, just 300m. from the sandy beach. It features 3 freshwater pools, multipurpose court, a beauty center and air-conditioned rooms with balcony.
The rooms are spacious and include a seating area and work desk. All are equipped with satellite TV, hairdryer and fridge. A safe is available for an extra charge.
Guests can visit the on-site water park featuring four waterslides, or play volleyball, tennis or football in the hotel. A children''s disco and the entertainment team organizes many activities such as painting and darts.
The main restaurant serves a variety of dishes buffet for breakfast, lunch and dinner. The bar in Gouves Park has 2 terraces with panoramic views. There is a snack bar serving hot and cold dishes, pizzeria, bar self-service poolside café and sports bar with billiards. Children can enjoy a delicious children''s menus.
Gouves Park is located 12km. east of Heraklion airport. The Peninsula, with its numerous restaurants, shops, bars and nightclubs are within easy driving distance.


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Buena Regional 9,
Middle Township 3
Lyndsey Collins went 3-for-4 with a home run and two RBIs. Jenn Cimino and Sam Monfredo had two hits and an RBI each, with Monfredo scoring two runs.
Madalyn Ellis doubled, and Tori Sittineri and Victoria Raddaele each tripled for Middle.
Buena Reg 000 106 2-9 9 2
Middle Twp 101 000 1-3 8 6
2B-Ellis MT. 3B-Sittineri, Raffaele MT. HR-Collins BR.
WP-Dwyer 5k. LP-Sittineri 7k.
Records-Middle 6-3, Buena 10-3.


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Verslagen En Mededeelingen, Volumes 7-8
Written by Akademie Van Wetenschappen ( Koninklijke Akademie Van Wetenschappen (
Illustrated by
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Verslagen En Mededeelingen, Volumes 7-8 by Akademie Van Wetenschappen ( Koninklijke Akademie Van Wetenschappen (
About the Author
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862 pages
Akademie Van Wetenschappen ( Koninklijke Akademie Van Wetenschappen (
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Nabu Press
Publication date
13th June 2010
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Fall in 1 Palette: Glo Minerals' Alloy Eyes CollectionThursday, August 18, 2011
I'm really starting to think of fall. I want to wear only Fall Makeup (oh my gosh, so much fun stuff to share over the next few weeks), I want red lips and I've been working on my cat eye as well. I've already bought 2 (yes, 2!) amazing pairs of new boots and I have an order of some great updated fall basics in transit from Loft. So yes, I'm very much into fall, despite the 84 degrees it is in Ann Arbor today!
Anyways, this fall is obviously all about the smokey eye and red lip. Honestly, because every fall is about those 2 things. But really, I think a slight update is coming, since with your red lippie you should have a matte smokey eye. See how that is different? Matte. Yes. (I've been reading Hyperbole and a Half this morning, hence my more sarcastic than usual writing.)
Regardless, matte is coming for fall and this palette has some amazing colors for your smokey eye. 4 Matte shades and 4 Metallic shades, for the days that you can't handle being matte any longer and need to spice things up. They all look super wearable and like it should be easy to mix and match for your perfect fall smokey eye look.
Glo Minerals
7 comments
Lovely cool colours! Nice! :)ReplyDelete
Love making smokey eyes in the fall!! Can't wait to see more.ReplyDelete
I am all about Fall right now too Christine! These shades are lovely! While I love the heat, I am ready for the Fall weather, clothes, and makeup!ReplyDelete
Smokey eyes look gorgeous and I love most of the colors here...very suited for the matured age I am into.It is essential to know how to do the smokey eyes and the lips accompanying it too.ReplyDelete
I'm so not a fall girl, or a matte girl for that matter. I'm into spring and shimmer, respectively!ReplyDelete
very nice! i hearted before,i like smokey look n easy to making itReplyDelete
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There are many ways to unite with Olivet in its mission to give students the highest quality education, rooted in a distinct and sincere Christian purpose. Olivet would not be where it is today without generous donations from many alumni and friends who contribute at all levels. These contributions go far beyond acts of fiscal giving.
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Your influence can make a tremendous impact on the life of a current or future Olivet student.
the age you're required to begin making withdrawals from your retirement fund.


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NEW DELHI: A Kashmiri separatist convicted of involvement in a deadly 2001 attack on the Indian parliament was executed on Saturday in New Delhi -- triggering protests on both sides of the border in the disputed Kashmir.
Hundreds of demonstrators rallied near the family home of Mohammed Afzal Guru in occupied Kashmir hours after authorities said he had been hanged.
Similar protests were held across in Azad Kashmir with demonstrators burning Indian flags and shouting "Down with India".
Some 36 people, including many police, were hurt in protests near Guru's home and across occupied Kashmir as police fired into the air to disperse demonstrators but none were seriously injured, the Press Trust of India news agency reported.
Guru, 43, was hanged at Tihar Jail after President Pranab Mukherjee rejected a mercy appeal. He had been convicted of waging war against India and conspiring with the militants who attacked the parliament -- an event that brought nuclear-armed Pakistan and India to the brink of war.
"Afzal Guru was hanged at 8:00 am. All legal procedures were followed," Home Minister Sushilkumar Shinde told reporters after the execution.
India's main opposition party welcomed the hanging, but one of Guru's co-accused who was later cleared called it a travesty of justice. Human rights group Amnesty International said Guru's trial fell "considerably short" of international fair standards.
Guru had always insisted he was innocent and said he wanted to see his teenage son grow up.
Fearing a backlash over the execution of the one-time fruit merchant, authorities imposed a tight curfew in major populated areas of occupied Kashmir. A separatist conflict in the disputed Himalayan region has claimed up to 100,000 lives.
Authorities also cut off cable television and mobile Internet lines in Kashmir while India's home ministry issued an advisory to state police across the country to be on guard against any violence following the hanging.
Guru was arrested after five militants stormed the parliament in New Delhi on December 13, 2001, killing eight policemen and a gardener before security forces shot them dead. A journalist who was wounded died months later.
India's main opposition party, the Hindu nationalist Bharatiya Janata Party, said while the execution had been delayed too long, the world now "could see India is committed to the fight against terror".
India says the death penalty is reserved for the "rarest of rare" cases and the execution came after the government hanged the sole surviving gunman from the 2008 Mumbai attacks, Mohammed Ajmal Kasab, last November.
"This execution will definitely strengthen our resolve and add a new chapter to the freedom struggle," said Farooq, chief priest at Kashmir's main mosque.
Guru had been "framed", Farooq added.
Farooq and another leading separatist leader Syed Ali Shah Geelani were taken into preventive custody, a form of detention used frequently by Indian authorities to maintain law and order.
One of Guru's co-accused, S.A.R. Geelani, a college teacher, who was also sentenced to death but later cleared, said Guru never received a fair trial.
He told AFP that Guru's family were not informed that his execution was imminent but the government said they had been notified by express mail.
Supreme Court advocate Kamini Jaiswal told local television the execution was driven by the government's desire to appear tough on militancy with 2014 polls looming and said Guru's conviction was based "on circumstantial evidence".
Guru's family said they were asking authorities to be allowed to perform his last rites inside the prison and also to be given the body.
"We have written a letter to the deputy commissioner of Baramulla district demanding Afzal's body," his cousin, Yasin Guru, told AFP.