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bea-1.20
https://aclanthology.org/2024.bea-1.20/
Poster
2404.15104
Identifying Fairness Issues in Automatically Generated Testing Content
[ "Stowe, Kevin", "Longwill, Benny", "Francis, Alyssa", "Aoyama, Tatsuya", "Ghosh, Debanjan", "Somasundaran, Swapna" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.21
https://aclanthology.org/2024.bea-1.21/
Poster
2205.11484
Towards Automated Document Revision: Grammatical Error Correction, Fluency Edits, and Beyond
[ "Mita, Masato", "Sakaguchi, Keisuke", "Hagiwara, Masato", "Mizumoto, Tomoya", "Suzuki, Jun", "Inui, Kentaro" ]
[ "https://github.com/chemicaltree/tetra" ]
[]
[]
[]
NAACL2023
bea-1.22
https://aclanthology.org/2024.bea-1.22/
Poster
Evaluating Vocabulary Usage in LLMs
[ "Durward, Matthew", "Thomson, Christopher" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.23
https://aclanthology.org/2024.bea-1.23/
Poster
2404.15845
Exploring LLM Prompting Strategies for Joint Essay Scoring and Feedback Generation
[ "Stahl, Maja", "Biermann, Leon", "Nehring, Andreas", "Wachsmuth, Henning" ]
[ "https://github.com/webis-de/bea-24" ]
[]
[]
[]
NAACL2023
bea-1.24
https://aclanthology.org/2024.bea-1.24/
Poster
Towards Fine-Grained Pedagogical Control over English Grammar Complexity in Educational Text Generation
[ "Gl", "orf, Dominik", "Meurers, Detmar" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.25
https://aclanthology.org/2024.bea-1.25/
Poster
LLMs in Short Answer Scoring: Limitations and Promise of Zero-Shot and Few-Shot Approaches
[ "Chamieh, Imran", "Zesch, Torsten", "Giebermann, Klaus" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.26
https://aclanthology.org/2024.bea-1.26/
Poster
2406.08817
Automated Essay Scoring Using Grammatical Variety and Errors with Multi-Task Learning and Item Response Theory
[ "Doi, Kosuke", "Sudoh, Katsuhito", "Nakamura, Satoshi" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.27
https://aclanthology.org/2024.bea-1.27/
Poster
Error Tracing in Programming: A Path to Personalised Feedback
[ "Shaka, Martha", "Carraro, Diego", "Brown, Kenneth" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.28
https://aclanthology.org/2024.bea-1.28/
Poster
Improving Readability Assessment with Ordinal Log-Loss
[ "Lim, Ho Hung", "Lee, John" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.29
https://aclanthology.org/2024.bea-1.29/
Poster
Automated Sentence Generation for a Spaced Repetition Software
[ "Paddags, Benjamin", "Hershcovich, Daniel", "Savage, Valkyrie" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.30
https://aclanthology.org/2024.bea-1.30/
Poster
Using Large Language Models to Assess Young Students' Writing Revisions
[ "Li, Tianwen", "Liu, Zhexiong", "Matsumura, Lindsay", "Wang, Elaine", "Litman, Diane", "Correnti, Richard" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.31
https://aclanthology.org/2024.bea-1.31/
Poster
Automatic Crossword Clues Extraction for Language Learning
[ "Berruti, Santiago", "Collazo, Arturo", "Sellanes, Diego", "Ros{\\'a}, Aiala", "Chiruzzo, Luis" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.32
https://aclanthology.org/2024.bea-1.32/
Poster
2406.06599
Anna Karenina Strikes Again: Pre-Trained LLM Embeddings May Favor High-Performing Learners
[ "Gurin Schleifer, Abigail", "Beigman Klebanov, Beata", "Ariely, Moriah", "Alex", "ron, Giora" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.33
https://aclanthology.org/2024.bea-1.33/
Poster
Assessing Student Explanations with Large Language Models Using Fine-Tuning and Few-Shot Learning
[ "Carpenter, Dan", "Min, Wookhee", "Lee, Seung", "Ozogul, Gamze", "Zheng, Xiaoying", "Lester, James" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.34
https://aclanthology.org/2024.bea-1.34/
Poster
Harnessing GPT to Study Second Language Learner Essays: Can We Use Perplexity to Determine Linguistic Competence?
[ "Mu{\\~n}oz S{\\'a}nchez, Ricardo", "Dobnik, Simon", "Volodina, Elena" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.35
https://aclanthology.org/2024.bea-1.35/
Poster
BERT-IRT: Accelerating Item Piloting with BERT Embeddings and Explainable IRT Models
[ "Yancey, Kevin P.", "Runge, Andrew", "LaFlair, Geoffrey", "Mulcaire, Phoebe" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.36
https://aclanthology.org/2024.bea-1.36/
Poster
Transfer Learning of Argument Mining in Student Essays
[ "Ding, Yuning", "Lohmann, Julian", "Schaller, Nils-Jonathan", "Jansen, Thorben", "Horbach, Andrea" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.37
https://aclanthology.org/2024.bea-1.37/
Poster
Building Robust Content Scoring Models for Student Explanations of Social Justice Science Issues
[ "Bradford, Allison", "Steimel, Kenneth", "Riordan, Brian", "Linn, Marcia" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.38
https://aclanthology.org/2024.bea-1.38/
Poster
From Miscue to Evidence of Difficulty: Analysis of Automatically Detected Miscues in Oral Reading for Feedback Potential
[ "Beigman Klebanov, Beata", "Suhan, Michael", "O{'}Reilly, Tenaha", "Wang, Zuowei" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.39
https://aclanthology.org/2024.bea-1.39/
Poster
Findings from the First Shared Task on Automated Prediction of Difficulty and Response Time for Multiple-Choice Questions
[ "Yaneva, Victoria", "North, Kai", "Baldwin, Peter", "Ha, Le An", "Rezayi, Saed", "Zhou, Yiyun", "Ray Choudhury, Sagnik", "Harik, Polina", "Clauser, Brian" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.40
https://aclanthology.org/2024.bea-1.40/
Poster
Predicting Item Difficulty and Item Response Time with Scalar-mixed Transformer Encoder Models and Rational Network Regression Heads
[ "Gombert, Sebastian", "Menzel, Lukas", "Di Mitri, Daniele", "Drachsler, Hendrik" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.41
https://aclanthology.org/2024.bea-1.41/
Poster
2404.13343
UnibucLLM: Harnessing LLMs for Automated Prediction of Item Difficulty and Response Time for Multiple-Choice Questions
[ "Rogoz, Ana-Cristina", "Ionescu, Radu Tudor" ]
[ "https://github.com/ana-rogoz/bea-2024" ]
[]
[]
[]
NAACL2023
bea-1.42
https://aclanthology.org/2024.bea-1.42/
Poster
The British Council submission to the BEA 2024 shared task
[ "Felice, Mariano", "Duran Karaoz, Zeynep" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.43
https://aclanthology.org/2024.bea-1.43/
Poster
ITEC at BEA 2024 Shared Task: Predicting Difficulty and Response Time of Medical Exam Questions with Statistical, Machine Learning, and Language Models
[ "Tack, Ana{\\\"\\i}s", "Buseyne, Siem", "Chen, Changsheng", "D{'}hondt, Robbe", "De Vrindt, Michiel", "Gharahighehi, Alireza", "Metwaly, Sameh", "Nakano, Felipe Kenji", "Noreillie, Ann-Sophie" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.44
https://aclanthology.org/2024.bea-1.44/
Poster
Item Difficulty and Response Time Prediction with Large Language Models: An Empirical Analysis of USMLE Items
[ "Bulut, Okan", "Gorgun, Guher", "Tan, Bin" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.45
https://aclanthology.org/2024.bea-1.45/
Poster
Utilizing Machine Learning to Predict Question Difficulty and Response Time for Enhanced Test Construction
[ "Fulari, Rishikesh", "Rusert, Jonathan" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.46
https://aclanthology.org/2024.bea-1.46/
Poster
Leveraging Physical and Semantic Features of text item for Difficulty and Response Time Prediction of USMLE Questions
[ "Venkata Ravi Ram, Gummuluri", "Kesanam, Ashinee", "M, An", "Kumar" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.47
https://aclanthology.org/2024.bea-1.47/
Poster
UPN-ICC at BEA 2024 Shared Task: Leveraging LLMs for Multiple-Choice Questions Difficulty Prediction
[ "Duenas, George", "Jimenez, Sergio", "Mateus Ferro, Geral" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.48
https://aclanthology.org/2024.bea-1.48/
Poster
Using Machine Learning to Predict Item Difficulty and Response Time in Medical Tests
[ "Yousefpoori-Naeim, Mehrdad", "Zargari, Shayan", "Hatami, Zahra" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.49
https://aclanthology.org/2024.bea-1.49/
Poster
Large Language Model-based Pipeline for Item Difficulty and Response Time Estimation for Educational Assessments
[ "Veeramani, Hariram", "Thapa, Surendrabikram", "Shankar, Natarajan Balaji", "Alwan, Abeer" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.50
https://aclanthology.org/2024.bea-1.50/
Poster
UNED team at BEA 2024 Shared Task: Testing different Input Formats for predicting Item Difficulty and Response Time in Medical Exams
[ "Rodrigo, Alvaro", "Moreno-{\\'A}lvarez, Sergio", "Pe{\\~n}as, Anselmo" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.51
https://aclanthology.org/2024.bea-1.51/
Poster
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline
[ "Shardlow, Matthew", "Alva-Manchego, Fern", "o", "Batista-Navarro, Riza", "Bott, Stefan", "Calderon Ramirez, Saul", "Cardon, R{\\'e}mi", "Fran{\\c{c}}ois, Thomas", "Hayakawa, Akio", "Horbach, Andrea", "H{\\\"u}lsing, Anna", "Ide, Yusuke", "Imperial, Joseph Marvin", "Nohejl, Adam", "North, Kai", "Occhipinti, Laura", "Rojas, Nelson Per{\\'e}z", "Raihan, Nishat", "Ranasinghe, Tharindu", "Salazar, Martin Solis", "{\\v{S}}tajner, Sanja", "Zampieri, Marcos", "Saggion, Horacio" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.52
https://aclanthology.org/2024.bea-1.52/
Poster
TMU-HIT at MLSP 2024: How Well Can GPT-4 Tackle Multilingual Lexical Simplification?
[ "Enomoto, Taisei", "Kim, Hwichan", "Hirasawa, Tosho", "Nagai, Yoshinari", "Sato, Ayako", "Nakajima, Kyotaro", "Komachi, Mamoru" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.53
https://aclanthology.org/2024.bea-1.53/
Poster
ANU at MLSP-2024: Prompt-based Lexical Simplification for English and Sinhala
[ "Seneviratne, S", "aru", "Suominen, Hanna" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.54
https://aclanthology.org/2024.bea-1.54/
Poster
ISEP_Presidency_University at MLSP 2024 Shared Task: Using GPT-3.5 to Generate Substitutes for Lexical Simplification
[ "Dutilleul, Benjamin", "Debaillon, Mathis", "Mathias, S", "eep" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.55
https://aclanthology.org/2024.bea-1.55/
Poster
Archaeology at MLSP 2024: Machine Translation for Lexical Complexity Prediction and Lexical Simplification
[ "Cristea, Petru", "Nisioi, Sergiu" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.56
https://aclanthology.org/2024.bea-1.56/
Poster
RETUYT-INCO at MLSP 2024: Experiments on Language Simplification using Embeddings, Classifiers and Large Language Models
[ "Sastre, Ignacio", "Alfonso, Le", "ro", "Fleitas, Facundo", "Gil, Federico", "Lucas, Andr{\\'e}s", "Spoturno, Tom{\\'a}s", "G{\\'o}ngora, Santiago", "Ros{\\'a}, Aiala", "Chiruzzo, Luis" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.57
https://aclanthology.org/2024.bea-1.57/
Poster
GMU at MLSP 2024: Multilingual Lexical Simplification with Transformer Models
[ "Goswami, Dhiman", "North, Kai", "Zampieri, Marcos" ]
[ "" ]
[]
[]
[]
NAACL2023
bea-1.58
https://aclanthology.org/2024.bea-1.58/
Poster
ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers
[ "Tack, Ana{\\\"\\i}s" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.1
https://aclanthology.org/2024.clinicalnlp-1.1/
Poster
2406.02826
Exploring Robustness in Doctor-Patient Conversation Summarization: An Analysis of Out-of-Domain SOAP Notes
[ "Chen, Yu-Wen", "Hirschberg, Julia" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.2
https://aclanthology.org/2024.clinicalnlp-1.2/
Poster
2405.14654
Efficient Medical Question Answering with Knowledge-Augmented Question Generation
[ "Khlaut, Julien", "Dancette, Corentin", "Ferreres, Elodie", "Alaedine, Benani", "Herent, Herent", "Manceron, Pierre" ]
[ "https://github.com/raidium-med/mqg" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.3
https://aclanthology.org/2024.clinicalnlp-1.3/
Poster
2402.07023
Gemini Goes to Med School: Exploring the Capabilities of Multimodal Large Language Models on Medical Challenge Problems & Hallucinations
[ "Pal, Ankit", "Sankarasubbu, Malaikannan" ]
https://huggingface.co/papers/2402.07023
[ "https://github.com/promptslab/rosettaeval" ]
[ "featherless-ai/try-this-model", "AIM-Harvard/rabbits-leaderboard", "calledahmad/aaditya-Llama3-OpenBioLLM-70B-static", "AdithyaSNair/OpenBioLL-project", "NicholasJohn/BioLlama3-cpu", "SyamNaren/medicalGpt", "FenwayO/aaditya-OpenBioLLM-Llama3-8B", "schxar/aaditya-OpenBioLLM-Llama3-8B-GGUF", "shuaikang/JSL-MedMX-7X", "Darok/Featherless-Feud" ]
[ "aaditya/Llama3-OpenBioLLM-70B", "aaditya/Llama3-OpenBioLLM-8B", "LiteLLMs/Llama3-OpenBioLLM-70B-GGUF", "LoneStriker/OpenBioLLM-Llama3-8B-GGUF", "LoneStriker/OpenBioLLM-Llama3-70B-GGUF", "NicholasJohn/OpenBioLLM-Llama3-8B-Q5_K_M.gguf", "matteocap/OpenBioLLM-Llama3-8B_safetensors", "LoneStriker/OpenBioLLM-Llama3-8B-3.0bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-8B-8.0bpw-h8-exl2", "LoneStriker/OpenBioLLM-Llama3-8B-4.0bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-8B-5.0bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-8B-6.0bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-70B-3.5bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-70B-4.0bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-70B-4.65bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-70B-2.4bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-70B-5.0bpw-h6-exl2", "LoneStriker/OpenBioLLM-Llama3-70B-6.0bpw-h6-exl2", "RichardErkhov/aaditya_-_Llama3-OpenBioLLM-8B-4bits", "RichardErkhov/aaditya_-_Llama3-OpenBioLLM-8B-8bits", "LiteLLMs/Llama3-OpenBioLLM-8B-GGUF", "MoMonir/Llama3-OpenBioLLM-8B-GGUF", "blockblockblock/Llama3-OpenBioLLM-70B-bpw4-exl2", "fatimaaa1/LLAMA3-OPENBIO", "fakezeta/Llama3-OpenBioLLM-8B-ov-int8", "transcenderningning/Llama3-OpenBioLLM-8B", "grimjim/llama-3-aaditya-OpenBioLLM-8B", "sealad886/Llama3-OpenBioLLM-8B", "sealad886/Llama3-OpenBioLLM-70B" ]
[]
NAACL2023
clinicalnlp-1.4
https://aclanthology.org/2024.clinicalnlp-1.4/
Poster
2403.09226
Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records
[ "Ziletti, Angelo", "DAmbrosi, Leonardo" ]
[ "https://github.com/bayer-group/text-to-sql-epi-ehr-naacl2024" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.5
https://aclanthology.org/2024.clinicalnlp-1.5/
Poster
2403.05795
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes
[ "Yang, Zhichao", "Mitra, Avijit", "Kwon, Sunjae", "Yu, Hong" ]
https://huggingface.co/papers/2403.05795
[ "https://github.com/whaleloops/clinicalmamba" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.6
https://aclanthology.org/2024.clinicalnlp-1.6/
Poster
2210.15603
Working Alliance Transformer for Psychotherapy Dialogue Classification
[ "Lin, Baihan", "Cecchi, Guillermo", "Bouneffouf, Djallel" ]
[ "https://github.com/doerlbh/psychiatrynlp" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.7
https://aclanthology.org/2024.clinicalnlp-1.7/
Poster
Building A German Clinical Named Entity Recognition System without In-domain Training Data
[ "Liang, Siting", "Sonntag, Daniel" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.8
https://aclanthology.org/2024.clinicalnlp-1.8/
Poster
2404.14463
DAIC-WOZ: On the Validity of Using the Therapist's prompts in Automatic Depression Detection from Clinical Interviews
[ "Burdisso, Sergio", "Reyes-Ram{\\'\\i}rez, Ernesto", "Villatoro-tello, Esa{\\'u}", "S{\\'a}nchez-Vega, Fern", "o", "Lopez Monroy, Adrian", "Motlicek, Petr" ]
[ "https://github.com/idiap/bias_in_daic-woz" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.9
https://aclanthology.org/2024.clinicalnlp-1.9/
Poster
2307.03042
Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain
[ "Gema, Aryo", "Minervini, Pasquale", "Daines, Luke", "Hope, Tom", "Alex, Beatrice" ]
[ "https://github.com/aryopg/clinical_peft" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.10
https://aclanthology.org/2024.clinicalnlp-1.10/
Poster
A Multilevel Analysis of PubMed-only BERT-based Biomedical Models
[ "Sanchez Carmona, Vicente", "Jiang, Shanshan", "Dong, Bin" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.11
https://aclanthology.org/2024.clinicalnlp-1.11/
Poster
A Privacy-Preserving Corpus for Occupational Health in Spanish: Evaluation for NER and Classification Tasks
[ "Aracena, Claudio", "Mir", "a, Luis", "Vakili, Thomas", "Villena, Fabi{\\'a}n", "Quiroga, Tamara", "N{\\'u}{\\~n}ez-Torres, Fredy", "Rocco, Victor", "Dunstan, Jocelyn" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.12
https://aclanthology.org/2024.clinicalnlp-1.12/
Poster
2303.17071
DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents
[ "Nair, Varun", "Schumacher, Elliot", "Tso, Geoffrey", "Kannan, Anitha" ]
https://huggingface.co/papers/2303.17071
[ "https://github.com/curai/curai-research" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.13
https://aclanthology.org/2024.clinicalnlp-1.13/
Poster
LlamaMTS: Optimizing Metastasis Detection with Llama Instruction Tuning and BERT-Based Ensemble in Italian Clinical Reports
[ "Lilli, Livia", "Patarnello, Stefano", "Masciocchi, Carlotta", "Masiello, Valeria", "Marazzi, Fabio", "Luca, Tagliaferri", "Capocchiano, Nikola" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.14
https://aclanthology.org/2024.clinicalnlp-1.14/
Poster
Using Structured Health Information for Controlled Generation of Clinical Cases in French
[ "Boulanger, Hugo", "Hiebel, Nicolas", "Ferret, Olivier", "Fort, Kar{\\\"e}n", "N{\\'e}v{\\'e}ol, Aur{\\'e}lie" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.15
https://aclanthology.org/2024.clinicalnlp-1.15/
Poster
Large Language Models Provide Human-Level Medical Text Snippet Labeling
[ "Amara, Ibtihel", "Yu, Haiyang", "Zhang, Fan", "Liu, Yuchen", "Li, Benny", "Liu, Chang", "Kartha, Rupesh", "Goel, Akshay" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.16
https://aclanthology.org/2024.clinicalnlp-1.16/
Poster
2405.05060
Conversational Topic Recommendation in Counseling and Psychotherapy with Decision Transformer and Large Language Models
[ "Gunal, Aylin", "Lin, Baihan", "Bouneffouf, Djallel" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.17
https://aclanthology.org/2024.clinicalnlp-1.17/
Poster
Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German
[ "Mustafa, Faizan E", "Dima, Corina", "Ochoa, Juan", "Staab, Steffen" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.18
https://aclanthology.org/2024.clinicalnlp-1.18/
Poster
Revisiting Clinical Outcome Prediction for MIMIC-IV
[ "R{\\\"o}hr, Tom", "Figueroa, Alexei", "Papaioannou, Jens-Michalis", "Fallon, Conor", "Bressem, Keno", "Nejdl, Wolfgang", "L{\\\"o}ser, Alex", "er" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.19
https://aclanthology.org/2024.clinicalnlp-1.19/
Poster
2403.20288
Can LLMs Correct Physicians, Yet? Investigating Effective Interaction Methods in the Medical Domain
[ "Sayin, Burcu", "Minervini, Pasquale", "Staiano, Jacopo", "Passerini, Andrea" ]
[ "https://github.com/unitn-sml/physician-medLLM-interaction" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.20
https://aclanthology.org/2024.clinicalnlp-1.20/
Poster
Leveraging pre-trained large language models for aphasia detection in English and Chinese speakers
[ "Cong, Yan", "Lee, Jiyeon", "LaCroix, Arianna" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.21
https://aclanthology.org/2024.clinicalnlp-1.21/
Poster
2404.16192
Fusion of Domain-Adapted Vision and Language Models for Medical Visual Question Answering
[ "Ha, Cuong", "Asaadi, Shima", "Karn, Sanjeev Kumar", "Farri, Oladimeji", "Heimann, Tobias", "Runkler, Thomas" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.22
https://aclanthology.org/2024.clinicalnlp-1.22/
Poster
2404.16294
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications
[ "Krishnamoorthy, Saranya", "Singh, Ayush", "Tafreshi, Shabnam" ]
[ "https://github.com/inqbator-evicore/llm_section_identifiers" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.23
https://aclanthology.org/2024.clinicalnlp-1.23/
Poster
Adapting Abstract Meaning Representation Parsing to the Clinical Narrative – the SPRING THYME parser
[ "Cai, Jon", "Wright-Bettner, Kristin", "Palmer, Martha", "Savova, Guergana", "Martin, James" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.24
https://aclanthology.org/2024.clinicalnlp-1.24/
Poster
2404.17912
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models
[ "Kapadnis, Manav", "Patnaik, Sohan", "N", "y, Abhilash", "Ray, Sourjyadip", "Goyal, Pawan", "Sheet, Debdoot" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.25
https://aclanthology.org/2024.clinicalnlp-1.25/
Poster
2403.14255
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification
[ "Lim, Sehee", "Kim, Yejin", "Choi, Chi-Hyun", "Sohn, Jy-yong", "Kim, Byung-Hoon" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.26
https://aclanthology.org/2024.clinicalnlp-1.26/
Poster
2405.01682
Leveraging Prompt-Learning for Structured Information Extraction from Crohn's Disease Radiology Reports in a Low-Resource Language
[ "Hazan, Liam", "Gavrielov, Naama", "Reichart, Roi", "Hagopian, Talar", "Greer, Mary-Louise", "Cytter-Kuint, Ruth", "Focht, Gili", "Turner, Dan", "Freiman, Moti" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.27
https://aclanthology.org/2024.clinicalnlp-1.27/
Poster
Context Aggregation with Topic-focused Summarization for Personalized Medical Dialogue Generation
[ "Liu, Zhengyuan", "Salleh, Siti", "Krishnaswamy, Pavitra", "Chen, Nancy" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.28
https://aclanthology.org/2024.clinicalnlp-1.28/
Poster
2404.19359
Evaluating Lexicon Incorporation for Depression Symptom Estimation
[ "Milintsevich, Kirill", "Dias, Ga{\\\"e}l", "Sirts, Kairit" ]
[ "https://github.com/501good/dialogue-classifier" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.29
https://aclanthology.org/2024.clinicalnlp-1.29/
Poster
Semi-automatic Construction of a Word Complexity Lexicon for Japanese Medical Terminology
[ "Sugihara, Soichiro", "Kajiwara, Tomoyuki", "Ninomiya, Takashi", "Wakamiya, Shoko", "Aramaki, Eiji" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.30
https://aclanthology.org/2024.clinicalnlp-1.30/
Poster
TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis
[ "Kim, Hyeonjin", "Kim, Min", "Jang, Jae", "Yoo, KiYoon", "Kwak, Nojun" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.31
https://aclanthology.org/2024.clinicalnlp-1.31/
Poster
2405.01583
MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning
[ "Saeed, Nadia" ]
[ "https://github.com/nadiasaeed/medifact-m3g-mediqa-2024" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.32
https://aclanthology.org/2024.clinicalnlp-1.32/
Poster
2404.17999
MediFact at MEDIQA-CORR 2024: Why AI Needs a Human Touch
[ "Saeed, Nadia" ]
[ "https://github.com/nadiasaeed/medifact-mediqa-corr-2024" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.33
https://aclanthology.org/2024.clinicalnlp-1.33/
Poster
KnowLab_AIMed at MEDIQA-CORR 2024: Chain-of-Though (CoT) prompting strategies for medical error detection and correction
[ "Wu, Zhaolong", "Hasan, Abul", "Wu, Jinge", "Kim, Yunsoo", "Cheung, Jason", "Zhang, Teng", "Wu, Honghan" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.34
https://aclanthology.org/2024.clinicalnlp-1.34/
Poster
2405.08839
PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs
[ "Gundabathula, Satya", "Kolar, Sriram" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.35
https://aclanthology.org/2024.clinicalnlp-1.35/
Poster
2405.08373
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles
[ "Gundabathula, Satya", "Kolar, Sriram" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.36
https://aclanthology.org/2024.clinicalnlp-1.36/
Poster
Maven at MEDIQA-CORR 2024: Leveraging RAG and Medical LLM for Error Detection and Correction in Medical Notes
[ "Jadhav, Suramya", "Shanbhag, Abhay", "Joshi, Sumedh", "Date, Atharva", "Sonawane, Sheetal" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.37
https://aclanthology.org/2024.clinicalnlp-1.37/
Poster
LAILab at Chemotimelines 2024: Finetuning sequence-to-sequence language models for temporal relation extraction towards cancer patient undergoing chemotherapy treatment
[ "Haddadan, Shohreh", "Le, Tuan-Dung", "Duong, Thanh", "Thieu, Thanh" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.38
https://aclanthology.org/2024.clinicalnlp-1.38/
Poster
Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records
[ "Sharma, Vishakha", "Fern", "ez, Andres", "Ioanovici, Andrei", "Talby, David", "Buijs, Frederik" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.39
https://aclanthology.org/2024.clinicalnlp-1.39/
Poster
Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ?
[ "Bannour, Nesrine", "Andrew, Judith Jeyafreeda", "Vincent, Marc" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.40
https://aclanthology.org/2024.clinicalnlp-1.40/
Poster
KCLab at Chemotimelines 2024: End-to-end system for chemotherapy timeline extraction – Subtask2
[ "Tan, Yukun", "Dede, Merve", "Chen, Ken" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.41
https://aclanthology.org/2024.clinicalnlp-1.41/
Poster
Project PRIMUS at EHRSQL 2024 : Text-to-SQL Generation using Large Language Model for EHR Analysis
[ "Joy, Sourav", "Ahmed, Rohan", "Saha, Argha", "Habil, Minhaj", "Das, Utsho", "Bhowmik, Partha" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.42
https://aclanthology.org/2024.clinicalnlp-1.42/
Poster
NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction
[ "Zhang, Jeff", "Aphinyanaphongs, Yin", "Cardillo, Anthony" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.43
https://aclanthology.org/2024.clinicalnlp-1.43/
Poster
AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue
[ "Somov, Oleg", "Dontsov, Alexey", "Tutubalina, Elena" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.44
https://aclanthology.org/2024.clinicalnlp-1.44/
Poster
IKIM at MEDIQA-M3G 2024: Multilingual Visual Question-Answering for Dermatology through VLM Fine-tuning and LLM Translations
[ "Bauer, Marie", "Seibold, Constantin", "Kleesiek, Jens", "Dada, Amin" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.45
https://aclanthology.org/2024.clinicalnlp-1.45/
Poster
NEUI at MEDIQA-M3G 2024: Medical VQA through consensus
[ "Garc{\\'\\i}a, Ricardo", "Lithgow-Serrano, Oscar" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.46
https://aclanthology.org/2024.clinicalnlp-1.46/
Poster
VerbaNexAI at MEDIQA-CORR: Efficacy of GRU with BioWordVec and ClinicalBERT in Error Correction in Clinical Notes
[ "Pajaro, Juan", "Puertas, Edwin", "Villate, David", "Estrada, Laura", "Tinjaca, Laura" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.47
https://aclanthology.org/2024.clinicalnlp-1.47/
Poster
HSE NLP Team at MEDIQA-CORR 2024 Task: In-Prompt Ensemble with Entities and Knowledge Graph for Medical Error Correction
[ "Valiev, Airat", "Tutubalina, Elena" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.48
https://aclanthology.org/2024.clinicalnlp-1.48/
Poster
Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives
[ "Wang, Liwei", "Lu, Qiuhao", "Li, Rui", "Fu, Sunyang", "Liu, Hongfang" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.49
https://aclanthology.org/2024.clinicalnlp-1.49/
Poster
2405.18028
Edinburgh Clinical NLP at MEDIQA-CORR 2024: Guiding Large Language Models with Hints
[ "Gema, Aryo", "Lee, Chaeeun", "Minervini, Pasquale", "Daines, Luke", "Simpson, T.", "Alex, Beatrice" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.50
https://aclanthology.org/2024.clinicalnlp-1.50/
Poster
UMass-BioNLP at MEDIQA-M3G 2024: DermPrompt - A Systematic Exploration of Prompt Engineering with GPT-4V for Dermatological Diagnosis
[ "Vashisht, Parth", "Lodha, Abhilasha", "Maddipatla, Mukta", "Yao, Zonghai", "Mitra, Avijit", "Yang, Zhichao", "Kwon, Sunjae", "Wang, Junda", "Yu, Hong" ]
[ "https://github.com/parth166/m3g-clinicaldermatology" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.51
https://aclanthology.org/2024.clinicalnlp-1.51/
Poster
KU-DMIS at MEDIQA-CORR 2024: Exploring the Reasoning Capabilities of Small Language Models in Medical Error Correction
[ "Hwang, Hyeon", "Lee, Taewhoo", "Kim, Hyunjae", "Kang, Jaewoo" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.52
https://aclanthology.org/2024.clinicalnlp-1.52/
Poster
CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction
[ "Alzghoul, Renad", "Ayaabdelhaq, Ayaabdelhaq", "Tabaza, Abdulrahman", "Altamimi, Ahmad" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.53
https://aclanthology.org/2024.clinicalnlp-1.53/
Poster
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction
[ "Yao, Jiarui", "Hochheiser, Harry", "Yoon, WonJin", "Goldner, Eli", "Savova, Guergana" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.54
https://aclanthology.org/2024.clinicalnlp-1.54/
Poster
2404.15488
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents
[ "Corbeil, Jean-Philippe" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.55
https://aclanthology.org/2024.clinicalnlp-1.55/
Poster
Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation
[ "Yim, Wen-wai", "Ben Abacha, Asma", "Fu, Yujuan", "Sun, Zhaoyi", "Xia, Fei", "Yetisgen, Meliha", "Krallinger, Martin" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.56
https://aclanthology.org/2024.clinicalnlp-1.56/
Poster
EM_Mixers at MEDIQA-CORR 2024: Knowledge-Enhanced Few-Shot In-Context Learning for Medical Error Detection and Correction
[ "Rajwal, Swati", "Agichtein, Eugene", "Sarker, Abeed" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.57
https://aclanthology.org/2024.clinicalnlp-1.57/
Poster
Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction
[ "Ben Abacha, Asma", "Yim, Wen-wai", "Fu, Yujuan", "Sun, Zhaoyi", "Xia, Fei", "Yetisgen, Meliha" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.58
https://aclanthology.org/2024.clinicalnlp-1.58/
Poster
UTSA-NLP at ChemoTimelines 2024: Evaluating Instruction-Tuned Language Models for Temporal Relation Extraction
[ "Zhao, Xingmeng", "Rios, Anthony" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.59
https://aclanthology.org/2024.clinicalnlp-1.59/
Poster
2404.14544
WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction
[ "Toma, Augustin", "Xie, Ronald", "Palayew, Steven", "Lawler, Patrick", "Wang, Bo" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.60
https://aclanthology.org/2024.clinicalnlp-1.60/
Poster
2404.14567
WangLab at MEDIQA-M3G 2024: Multimodal Medical Answer Generation using Large Language Models
[ "Toma, Augustin", "Xie, Ronald", "Palayew, Steven", "Bader, Gary", "Wang, Bo" ]
[ "" ]
[]
[]
[]
NAACL2023
clinicalnlp-1.61
https://aclanthology.org/2024.clinicalnlp-1.61/
Poster
2405.11162
LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs
[ "Jo, Yongrae", "Lee, Seongyun", "Seo, Minju", "Hwang, Sung Ju", "Lee, Moontae" ]
[ "" ]
[]
[]
[]
NAACL2023