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naacl-long.6
https://aclanthology.org/2024.naacl-long.6/
Poster
2402.13043
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries
[ "Lee, Seanie", "Cheng, Jianpeng", "Driesen, Joris", "Coca, Alex", "ru", "Johannsen, Anders" ]
https://huggingface.co/papers/2402.13043
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.7
https://aclanthology.org/2024.naacl-long.7/
Poster
2401.06877
Promptly Predicting Structures: The Return of Inference
[ "Mehta, Maitrey", "Pyatkin, Valentina", "Srikumar, Vivek" ]
[ "https://github.com/utahnlp/prompts-for-structures" ]
[]
[]
[]
NAACL2023
naacl-long.8
https://aclanthology.org/2024.naacl-long.8/
Poster
2404.02389
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL
[ "Shao, Yutong", "Nakashole, Ndapa" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.9
https://aclanthology.org/2024.naacl-long.9/
Poster
Extractive Summarization with Text Generator
[ "Le, Thang", "Luu, Anh Tuan" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.10
https://aclanthology.org/2024.naacl-long.10/
Oral
2403.13130
Self-generated Replay Memories for Continual Neural Machine Translation
[ "Resta, Michele", "Bacciu, Davide" ]
[ "https://github.com/m-resta/sg-rep" ]
[]
[]
[]
NAACL2023
naacl-long.11
https://aclanthology.org/2024.naacl-long.11/
Poster
2309.04461
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models
[ "Chen, Yangyi", "Sikka, Karan", "Cogswell, Michael", "Ji, Heng", "Divakaran, Ajay" ]
[ "https://github.com/yangyi-chen/cotconsistency" ]
[]
[]
[]
NAACL2023
naacl-long.12
https://aclanthology.org/2024.naacl-long.12/
Oral
2406.11622
Building Knowledge-Guided Lexica to Model Cultural Variation
[ "Havaldar, Shreya", "Giorgi, Salvatore", "Rai, Sunny", "Talhelm, Thomas", "Guntuku, Sharath Ch", "ra", "Ungar, Lyle" ]
[ "https://github.com/shreyahavaldar/knowledge_guided_lexica" ]
[]
[]
[]
NAACL2023
naacl-long.13
https://aclanthology.org/2024.naacl-long.13/
Poster
Adaptive Rank Selections for Low-Rank Approximation of Language Models
[ "Gao, Shangqian", "Hua, Ting", "Hsu, Yen-Chang", "Shen, Yilin", "Jin, Hongxia" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.14
https://aclanthology.org/2024.naacl-long.14/
Poster
2308.14482
An Empirical Study of Consistency Regularization for End-to-End Speech-to-Text Translation
[ "Gao, Pengzhi", "Zhang, Ruiqing", "He, Zhongjun", "Wu, Hua", "Wang, Haifeng" ]
[ "https://github.com/gpengzhi/simcr" ]
[]
[]
[]
NAACL2023
naacl-long.15
https://aclanthology.org/2024.naacl-long.15/
Poster
2307.05300
Unleashing the Emergent Cognitive Synergy in Large Language Models: A Task-Solving Agent through Multi-Persona Self-Collaboration
[ "Wang, Zhenhailong", "Mao, Shaoguang", "Wu, Wenshan", "Ge, Tao", "Wei, Furu", "Ji, Heng" ]
https://huggingface.co/papers/2307.05300
[ "https://github.com/mikewangwzhl/solo-performance-prompting" ]
[]
[]
[]
NAACL2023
naacl-long.16
https://aclanthology.org/2024.naacl-long.16/
Oral
2404.02772
FPT: Feature Prompt Tuning for Few-shot Readability Assessment
[ "Wang, Ziyang", "Lee, Sanwoo", "Huang, Hsiu-Yuan", "Wu, Yunfang" ]
[ "https://github.com/wzy232303/fpt" ]
[]
[]
[]
NAACL2023
naacl-long.17
https://aclanthology.org/2024.naacl-long.17/
Poster
2212.08635
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA
[ "Li, Junlong", "Wang, Jinyuan", "Zhang, Zhuosheng", "Zhao, Hai" ]
[ "https://github.com/lockon-n/self-prompting" ]
[]
[]
[]
NAACL2023
naacl-long.18
https://aclanthology.org/2024.naacl-long.18/
Poster
2308.10168
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?
[ "Sun, Kai", "Xu, Yifan", "Zha, Hanwen", "Liu, Yue", "Dong, Xin Luna" ]
[ "https://github.com/facebookresearch/head-to-tail" ]
[]
[]
[]
NAACL2023
naacl-long.19
https://aclanthology.org/2024.naacl-long.19/
Poster
2312.10771
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning
[ "Zhao, Wenting", "Liu, Ye", "Wan, Yao", "Wang, Yibo", "Wu, Qingyang", "Deng, Zhongfen", "Du, Jiangshu", "Liu, Shuaiqi", "Xu, Yunlong", "Yu, Philip" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.20
https://aclanthology.org/2024.naacl-long.20/
Oral
2311.09476
ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems
[ "Saad-Falcon, Jon", "Khattab, Omar", "Potts, Christopher", "Zaharia, Matei" ]
[ "https://github.com/stanford-futuredata/ares" ]
[]
[]
[]
NAACL2023
naacl-long.21
https://aclanthology.org/2024.naacl-long.21/
Poster
2405.11496
DEMO: A Statistical Perspective for Efficient Image-Text Matching
[ "Zhang, Fan", "Hua, Xian-Sheng", "Chen, Chong", "Luo, Xiao" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.22
https://aclanthology.org/2024.naacl-long.22/
Poster
2309.04766
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning
[ "Wang, Bin", "Liu, Zhengyuan", "Huang, Xin", "Jiao, Fangkai", "Ding, Yang", "Aw, AiTi", "Chen, Nancy" ]
https://huggingface.co/papers/2309.04766
[ "https://github.com/seaeval/seaeval" ]
[ "SeaEval/SeaEval_Leaderboard_v1" ]
[]
[]
NAACL2023
naacl-long.23
https://aclanthology.org/2024.naacl-long.23/
Poster
2311.07362
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision
[ "Lee, Seongyun", "Park, Sue Hyun", "Jo, Yongrae", "Seo, Minjoon" ]
https://huggingface.co/papers/2311.07362
[ "https://github.com/kaistai/volcano" ]
[]
[ "kaist-ai/volcano-13b", "kaist-ai/volcano-7b" ]
[]
NAACL2023
naacl-long.24
https://aclanthology.org/2024.naacl-long.24/
Poster
2403.16512
LLMs Are Few-Shot In-Context Low-Resource Language Learners
[ "Cahyawijaya, Samuel", "Lovenia, Holy", "Fung, Pascale" ]
[ "https://github.com/samuelcahyawijaya/in-context-alignment" ]
[]
[]
[]
NAACL2023
naacl-long.25
https://aclanthology.org/2024.naacl-long.25/
Poster
2401.09815
Simple and effective data augmentation for compositional generalization
[ "Yao, Yuekun", "Koller, Alex", "er" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.26
https://aclanthology.org/2024.naacl-long.26/
Poster
2312.16702
Rethinking Tabular Data Understanding with Large Language Models
[ "Liu, Tianyang", "Wang, Fei", "Chen, Muhao" ]
https://huggingface.co/papers/2312.16702
[ "https://github.com/Leolty/tablellm" ]
[]
[]
[]
NAACL2023
naacl-long.27
https://aclanthology.org/2024.naacl-long.27/
Poster
2305.14910
From Shortcuts to Triggers: Backdoor Defense with Denoised PoE
[ "Liu, Qin", "Wang, Fei", "Xiao, Chaowei", "Chen, Muhao" ]
[ "https://github.com/luka-group/dpoe" ]
[]
[]
[]
NAACL2023
naacl-long.28
https://aclanthology.org/2024.naacl-long.28/
Poster
2406.07860
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain
[ "Kumar, Rahul", "Dibbu, Amar Raja", "Harsola, Shrutendra", "Subrahmaniam, Vignesh", "Modi, Ashutosh" ]
https://huggingface.co/papers/2406.07860
[ "https://github.com/exploration-lab/booksql" ]
[ "Exploration-Lab/BookSQL-Leaderboard" ]
[]
[ "Exploration-Lab/BookSQL" ]
NAACL2023
naacl-long.29
https://aclanthology.org/2024.naacl-long.29/
Oral
2403.05766
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs
[ "Roy, Shamik", "Sengupta, Sailik", "Bonadiman, Daniele", "Mansour, Saab", "Gupta, Arshit" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.30
https://aclanthology.org/2024.naacl-long.30/
Poster
DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction
[ "Feng, Yuxi", "Lakshmanan, Laks" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.31
https://aclanthology.org/2024.naacl-long.31/
Poster
Query-Efficient Textual Adversarial Example Generation for Black-Box Attacks
[ "Yu, Zhen", "Chen, Zhenhua", "He, Kun" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.32
https://aclanthology.org/2024.naacl-long.32/
Poster
2309.09369
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
[ "Huang, Kung-Hsiang", "Laban, Philippe", "Fabbri, Alex", "er", "Choubey, Prafulla Kumar", "Joty, Shafiq", "Xiong, Caiming", "Wu, Chien-Sheng" ]
https://huggingface.co/papers/2309.09369
[ "https://github.com/salesforce/diversesumm" ]
[]
[]
[]
NAACL2023
naacl-long.33
https://aclanthology.org/2024.naacl-long.33/
Oral
2311.09521
AMRFact: Enhancing Summarization Factuality Evaluation with AMR-Driven Negative Samples Generation
[ "Qiu, Haoyi", "Huang, Kung-Hsiang", "Qu, Jingnong", "Peng, Nanyun" ]
[ "https://github.com/pluslabnlp/amrfact" ]
[]
[]
[]
NAACL2023
naacl-long.34
https://aclanthology.org/2024.naacl-long.34/
Oral
2401.15770
PILOT: Legal Case Outcome Prediction with Case Law
[ "Cao, Lang", "Wang, Zifeng", "Xiao, Cao", "Sun, Jimeng" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.35
https://aclanthology.org/2024.naacl-long.35/
Poster
2403.16187
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models
[ "Liu, Zequan", "Lyn, Jiawen", "Zhu, Wei", "Tian, Xing", "Graham, Yvette" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.36
https://aclanthology.org/2024.naacl-long.36/
Poster
2311.09117
R-Spin: Efficient Speaker and Noise-invariant Representation Learning with Acoustic Pieces
[ "Chang, Heng-Jui", "Glass, James" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.37
https://aclanthology.org/2024.naacl-long.37/
Poster
2403.11435
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions
[ "Wang, Yifan", "Liu, Yafei", "Shi, Chufan", "Li, Haoling", "Chen, Chen", "Lu, Haonan", "Yang, Yujiu" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.38
https://aclanthology.org/2024.naacl-long.38/
Poster
2310.16803
Language Agnostic Code Embeddings
[ "Utpala, Saiteja", "Gu, Alex", "Chen, Pin-Yu" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.39
https://aclanthology.org/2024.naacl-long.39/
Poster
2308.10509
An Examination of the Compositionality of Large Generative Vision-Language Models
[ "Ma, Teli", "Li, Rong", "Liang, Junwei" ]
[ "https://github.com/teleema/sade" ]
[]
[]
[]
NAACL2023
naacl-long.40
https://aclanthology.org/2024.naacl-long.40/
Oral
2404.02356
Two Heads are Better than One: Nested PoE for Robust Defense Against Multi-Backdoors
[ "Graf, Victoria", "Liu, Qin", "Chen, Muhao" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.41
https://aclanthology.org/2024.naacl-long.41/
Oral
2404.08538
VertAttack: Taking Advantage of Text Classifiers' Horizontal Vision
[ "Rusert, Jonathan" ]
[ "https://github.com/jonrusert/vertattack" ]
[]
[]
[]
NAACL2023
naacl-long.42
https://aclanthology.org/2024.naacl-long.42/
Poster
2403.17486
KDMCSE: Knowledge Distillation Multimodal Sentence Embeddings with Adaptive Angular margin Contrastive Learning
[ "Nguyen, Cong-Duy", "Nguyen, Thong", "Wu, Xiaobao", "Luu, Anh Tuan" ]
[ "https://github.com/duyngtr16061999/kdmcse" ]
[]
[]
[]
NAACL2023
naacl-long.43
https://aclanthology.org/2024.naacl-long.43/
Poster
2311.08323
The taste of IPA: Towards open-vocabulary keyword spotting and forced alignment in any language
[ "Zhu, Jian", "Yang, Changbing", "Samir, Farhan", "Islam, Jahurul" ]
[ "https://github.com/lingjzhu/clap-ipa" ]
[]
[]
[]
NAACL2023
naacl-long.44
https://aclanthology.org/2024.naacl-long.44/
Poster
2405.16860
Think Before You Act: A Two-Stage Framework for Mitigating Gender Bias Towards Vision-Language Tasks
[ "Zhang, Yunqi", "Li, Songda", "Deng, Chunyuan", "Wang, Luyi", "Zhao, Hui" ]
[ "https://github.com/zyq0000/gama" ]
[]
[]
[]
NAACL2023
naacl-long.45
https://aclanthology.org/2024.naacl-long.45/
Oral
2311.05296
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings
[ "Li, Xianming", "Li, Jing" ]
https://huggingface.co/papers/2311.05296
[ "https://github.com/4ai/bellm" ]
[]
[ "WhereIsAI/billm-mistral-7b-conll03-ner", "SeanLee97/bellm-llama-7b-nli", "WhereIsAI/billm-llama-7b-conll03-ner" ]
[]
NAACL2023
naacl-long.46
https://aclanthology.org/2024.naacl-long.46/
Oral
Assessing Factual Reliability of Large Language Model Knowledge
[ "Wang, Weixuan", "Haddow, Barry", "Birch, Alex", "ra", "Peng, Wei" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.47
https://aclanthology.org/2024.naacl-long.47/
Poster
2306.04357
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
[ "Su, Zhenpeng", "W, Xing", "Zhou, Wei", "Ma, Guangyuan", "Hu, Songlin" ]
[ "https://github.com/suu990901/Dial-MAE" ]
[]
[]
[]
NAACL2023
naacl-long.48
https://aclanthology.org/2024.naacl-long.48/
Poster
2310.05155
Toolink: Linking Toolkit Creation and Using through Chain-of-Solving on Open-Source Model
[ "Qian, Cheng", "Xiong, Chenyan", "Liu, Zhenghao", "Liu, Zhiyuan" ]
[ "https://github.com/qiancheng0/toolink" ]
[]
[]
[]
NAACL2023
naacl-long.49
https://aclanthology.org/2024.naacl-long.49/
Poster
Create! Don't Repeat: A Paradigm Shift in Multi-Label Augmentation through Label Creative Generation
[ "Wang, Letian", "Liu, Xianggen", "Lv, Jiancheng" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.50
https://aclanthology.org/2024.naacl-long.50/
Poster
2407.02486
Neurocache: Efficient Vector Retrieval for Long-range Language Modeling
[ "Safaya, Ali", "Yuret, Deniz" ]
[ "https://github.com/alisafaya/neurocache" ]
[]
[]
[]
NAACL2023
naacl-long.51
https://aclanthology.org/2024.naacl-long.51/
Poster
2403.09162
Unveiling the Generalization Power of Fine-Tuned Large Language Models
[ "Yang, Haoran", "Zhang, Yumeng", "Xu, Jiaqi", "Lu, Hongyuan", "Heng, Pheng-Ann", "Lam, Wai" ]
https://huggingface.co/papers/2403.09162
[ "https://github.com/lhryang/generalization_of_ft-llm" ]
[]
[]
[]
NAACL2023
naacl-long.52
https://aclanthology.org/2024.naacl-long.52/
Poster
2311.07954
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning
[ "Hong, Ruixin", "Zhang, Hongming", "Pang, Xinyu", "Yu, Dong", "Zhang, Changshui" ]
[ "https://github.com/raising-hrx/fallacies" ]
[]
[]
[]
NAACL2023
naacl-long.53
https://aclanthology.org/2024.naacl-long.53/
Poster
2305.13718
Exploring Self-supervised Logic-enhanced Training for Large Language Models
[ "Jiao, Fangkai", "Teng, Zhiyang", "Ding, Bosheng", "Liu, Zhengyuan", "Chen, Nancy", "Joty, Shafiq" ]
[ "https://github.com/sparkjiao/merit-v2" ]
[]
[]
[]
NAACL2023
naacl-long.54
https://aclanthology.org/2024.naacl-long.54/
Poster
2402.17231
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning
[ "Das, Debrup", "Banerjee, Debopriyo", "Aditya, Somak", "Kulkarni, Ashish" ]
[ "https://github.com/debrup-61/mathsensei" ]
[]
[]
[]
NAACL2023
naacl-long.55
https://aclanthology.org/2024.naacl-long.55/
Poster
2404.00681
CoUDA: Coherence Evaluation via Unified Data Augmentation
[ "Zhu, Dawei", "Wu, Wenhao", "Song, Yifan", "Zhu, Fangwei", "Cao, Ziqiang", "Li, Sujian" ]
[ "https://github.com/dwzhu-pku/couda" ]
[]
[]
[]
NAACL2023
naacl-long.56
https://aclanthology.org/2024.naacl-long.56/
Poster
2402.16472
mEdIT: Multilingual Text Editing via Instruction Tuning
[ "Raheja, Vipul", "Alikaniotis, Dimitris", "Kulkarni, Vivek", "Alhafni, Bashar", "Kumar, Dhruv" ]
https://huggingface.co/papers/2402.16472
[ "https://github.com/vipulraheja/medit" ]
[]
[ "grammarly/medit-xxl", "grammarly/medit-xl" ]
[ "grammarly/medit" ]
NAACL2023
naacl-long.57
https://aclanthology.org/2024.naacl-long.57/
Poster
2211.14769
Navigation as Attackers Wish? Towards Building Robust Embodied Agents under Federated Learning
[ "Zhang, Yunchao", "Di, Zonglin", "Zhou, Kaiwen", "Xie, Cihang", "Wang, Xin" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.58
https://aclanthology.org/2024.naacl-long.58/
Poster
2311.07772
In-context Learning and Gradient Descent Revisited
[ "Deutch, Gilad", "Magar, Nadav", "Natan, Tomer", "Dar, Guy" ]
[ "https://github.com/giilde/ft-vs-icl" ]
[]
[]
[]
NAACL2023
naacl-long.59
https://aclanthology.org/2024.naacl-long.59/
Poster
2404.02340
Corpus Considerations for Annotator Modeling and Scaling
[ "Oluyemi, Sarumi", "Neuendorf, B{\\'e}la", "Plepi, Joan", "Flek, Lucie", "Schl{\\\"o}tterer, J{\\\"o}rg", "Welch, Charles" ]
[ "https://github.com/caisa-lab/naacl2024-considerations-annotator-modeling" ]
[]
[]
[]
NAACL2023
naacl-long.60
https://aclanthology.org/2024.naacl-long.60/
Poster
2403.20009
On Large Language Models' Hallucination with Regard to Known Facts
[ "Jiang, Che", "Qi, Biqing", "Hong, Xiangyu", "Fu, Dayuan", "Cheng, Yang", "Meng, F", "ong", "Yu, Mo", "Zhou, Bowen", "Zhou, Jie" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.61
https://aclanthology.org/2024.naacl-long.61/
Oral
“One-Size-Fits-All”? Examining Expectations around What Constitute “Fair” or “Good” NLG System Behaviors
[ "Lucy, Li", "Blodgett, Su Lin", "Shokouhi, Milad", "Wallach, Hanna", "Olteanu, Alex", "ra" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.62
https://aclanthology.org/2024.naacl-long.62/
Poster
2310.14564
Language Models Hallucinate, but May Excel at Fact Verification
[ "Guan, Jian", "Dodge, Jesse", "Wadden, David", "Huang, Minlie", "Peng, Hao" ]
[ "https://github.com/jianguanthu/llmforfv" ]
[]
[]
[]
NAACL2023
naacl-long.63
https://aclanthology.org/2024.naacl-long.63/
Poster
2404.01921
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution
[ "Ding, Bowen", "Min, Qingkai", "Ma, Shengkun", "Li, Yingjie", "Yang, Linyi", "Zhang, Yue" ]
[ "https://github.com/danield21/rationale4cdecr" ]
[]
[]
[]
NAACL2023
naacl-long.64
https://aclanthology.org/2024.naacl-long.64/
Oral
2312.10467
TrojFSP: Trojan Insertion in Few-shot Prompt Tuning
[ "Zheng, Mengxin", "Xue, Jiaqi", "Chen, Xun", "Wang, Yanshan", "Lou, Qian", "Jiang, Lei" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.65
https://aclanthology.org/2024.naacl-long.65/
Poster
2403.11838
Ensuring Safe and High-Quality Outputs: A Guideline Library Approach for Language Models
[ "Luo, Yi", "Lin, Zhenghao", "Zhang, YuHao", "Sun, Jiashuo", "Lin, Chen", "Xu, Chengjin", "Su, Xiangdong", "Shen, Yelong", "Guo, Jian", "Gong, Yeyun" ]
[ "https://github.com/xmudm/guide-align" ]
[]
[]
[]
NAACL2023
naacl-long.66
https://aclanthology.org/2024.naacl-long.66/
Oral
2309.08873
X-PARADE: Cross-Lingual Textual Entailment and Information Divergence across Paragraphs
[ "Rodriguez, Juan", "Erk, Katrin", "Durrett, Greg" ]
[ "https://github.com/juand-r/x-parade" ]
[]
[]
[]
NAACL2023
naacl-long.67
https://aclanthology.org/2024.naacl-long.67/
Poster
2307.10700
Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers
[ "Movva, Rajiv", "Balach", "ar, Sidhika", "Peng, Kenny", "Agostini, Gabriel", "Garg, Nikhil", "Pierson, Emma" ]
[ "https://github.com/rmovva/llm-publication-patterns-public" ]
[]
[]
[]
NAACL2023
naacl-long.68
https://aclanthology.org/2024.naacl-long.68/
Poster
E^5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate
[ "Zhang, Zhehao", "Gao, Yan", "Lou, Jian-Guang" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.69
https://aclanthology.org/2024.naacl-long.69/
Poster
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model
[ "Lei, Fangyu", "Liu, Qian", "Huang, Yiming", "He, Shizhu", "Zhao, Jun", "Liu, Kang" ]
[ "https://github.com/lfy79001/sqleval" ]
[]
[]
[]
NAACL2023
naacl-long.70
https://aclanthology.org/2024.naacl-long.70/
Poster
2311.10774
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
[ "Liu, Fuxiao", "Wang, Xiaoyang", "Yao, Wenlin", "Chen, Jianshu", "Song, Kaiqiang", "Cho, Sangwoo", "Yacoob, Yaser", "Yu, Dong" ]
https://huggingface.co/papers/2311.10774
[ "https://github.com/fuxiaoliu/mmc" ]
[]
[]
[ "lmms-lab/HallusionBench", "xywang1/MMC" ]
NAACL2023
naacl-long.71
https://aclanthology.org/2024.naacl-long.71/
Oral
2310.13257
Visual Grounding Helps Learn Word Meanings in Low-Data Regimes
[ "Zhuang, Chengxu", "Fedorenko, Evelina", "Andreas, Jacob" ]
[ "https://github.com/EvLab-MIT/LexiContrastiveGrd" ]
[]
[]
[]
NAACL2023
naacl-long.72
https://aclanthology.org/2024.naacl-long.72/
Poster
Accurate Knowledge Distillation via n-best Reranking
[ "Setiawan, Hendra" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.73
https://aclanthology.org/2024.naacl-long.73/
Poster
2402.11452
AutoPRM: Automating Procedural Supervision for Multi-Step Reasoning via Controllable Question Decomposition
[ "Chen, Zhaorun", "Zhao, Zhuokai", "Zhu, Zhihong", "Zhang, Ruiqi", "Li, Xiang", "Raj, Bhiksha", "Yao, Huaxiu" ]
https://huggingface.co/papers/2402.11452
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.74
https://aclanthology.org/2024.naacl-long.74/
Oral
2311.04886
SEMQA: Semi-Extractive Multi-Source Question Answering
[ "Schuster, Tal", "Lelkes, Adam", "Sun, Haitian", "Gupta, Jai", "Berant, Jonathan", "Cohen, William", "Metzler, Donald" ]
[ "https://github.com/google-research-datasets/quotesum" ]
[]
[]
[]
NAACL2023
naacl-long.75
https://aclanthology.org/2024.naacl-long.75/
Poster
2403.19279
Fine-Tuning Language Models with Reward Learning on Policy
[ "Lang, Hao", "Huang, Fei", "Li, Yongbin" ]
[ "https://github.com/alibabaresearch/damo-convai" ]
[]
[]
[]
NAACL2023
naacl-long.76
https://aclanthology.org/2024.naacl-long.76/
Oral
A Universal Dependencies Treebank for Highland Puebla Nahuatl
[ "Pugh, Robert", "Tyers, Francis" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.77
https://aclanthology.org/2024.naacl-long.77/
Poster
2311.01012
COPAL-ID: Indonesian Language Reasoning with Local Culture and Nuances
[ "Wibowo, Haryo", "Fuadi, Erl", "", "Nityasya, Made", "Prasojo, Radityo Eko", "Aji, Alham" ]
https://huggingface.co/papers/2311.01012
[ "https://github.com/haryoa/copal-id" ]
[]
[]
[ "haryoaw/COPAL" ]
NAACL2023
naacl-long.78
https://aclanthology.org/2024.naacl-long.78/
Poster
2403.18341
IterAlign: Iterative Constitutional Alignment of Large Language Models
[ "Chen, Xiusi", "Wen, Hongzhi", "Nag, Sreyashi", "Luo, Chen", "Yin, Qingyu", "Li, Ruirui", "Li, Zheng", "Wang, Wei" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.79
https://aclanthology.org/2024.naacl-long.79/
Poster
2311.09758
OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking
[ "Lee, Chia-Hsuan", "Cheng, Hao", "Ostendorf, Mari" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.80
https://aclanthology.org/2024.naacl-long.80/
Poster
2311.01230
Multi-Operational Mathematical Derivations in Latent Space
[ "Valentino, Marco", "Meadows, Jordan", "Zhang, Lan", "Freitas, Andre" ]
[ "https://github.com/neuro-symbolic-ai/latent_mathematical_reasoning" ]
[]
[]
[]
NAACL2023
naacl-long.81
https://aclanthology.org/2024.naacl-long.81/
Poster
Large Language Models Help Humans Verify Truthfulness – Except When They Are Convincingly Wrong
[ "Si, Chenglei", "Goyal, Navita", "Wu, Tongshuang", "Zhao, Chen", "Feng, Shi", "Daum{\\'e} Iii, Hal", "Boyd-Graber, Jordan" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.82
https://aclanthology.org/2024.naacl-long.82/
Poster
2407.03456
XferBench: a Data-Driven Benchmark for Emergent Language
[ "Boldt, Brendon", "Mortensen, David" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.83
https://aclanthology.org/2024.naacl-long.83/
Poster
2403.09738
Evaluating Large Language Models as Generative User Simulators for Conversational Recommendation
[ "Yoon, Se-eun", "He, Zhankui", "Echterhoff, Jessica", "McAuley, Julian" ]
[ "https://github.com/granelle/naacl24-user-sim" ]
[]
[]
[]
NAACL2023
naacl-long.84
https://aclanthology.org/2024.naacl-long.84/
Poster
2305.12563
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers
[ "Meadows, Jordan", "Valentino, Marco", "Teney, Damien", "Freitas, Andre" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.85
https://aclanthology.org/2024.naacl-long.85/
Oral
2311.08968
Identifying Linear Relational Concepts in Large Language Models
[ "Chanin, David", "Hunter, Anthony", "Camburu, Oana-Maria" ]
https://huggingface.co/papers/2311.08968
[ "https://github.com/chanind/linear-relational-concepts" ]
[]
[]
[]
NAACL2023
naacl-long.86
https://aclanthology.org/2024.naacl-long.86/
Poster
2404.00748
Benchmark Transparency: Measuring the Impact of Data on Evaluation
[ "Kovatchev, Venelin", "Lease, Matthew" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.87
https://aclanthology.org/2024.naacl-long.87/
Oral
2402.08761
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models
[ "Fisher, Jillian", "Lu, Ximing", "Jung, Jaehun", "Jiang, Liwei", "Harchaoui, Zaid", "Choi, Yejin" ]
[ "https://github.com/jfisher52/jamdecoding" ]
[]
[]
[]
NAACL2023
naacl-long.88
https://aclanthology.org/2024.naacl-long.88/
Poster
2311.08252
REST: Retrieval-Based Speculative Decoding
[ "He, Zhenyu", "Zhong, Zexuan", "Cai, Tianle", "Lee, Jason", "He, Di" ]
[ "https://github.com/fasterdecoding/rest" ]
[]
[]
[]
NAACL2023
naacl-long.89
https://aclanthology.org/2024.naacl-long.89/
Poster
2311.04335
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations
[ "Chen, Sihao", "Zhang, Hongming", "Chen, Tong", "Zhou, Ben", "Yu, Wenhao", "Yu, Dian", "Peng, Baolin", "Wang, Hongwei", "Roth, Dan", "Yu, Dong" ]
[ "https://github.com/schen149/sub-sentence-encoder" ]
[]
[]
[]
NAACL2023
naacl-long.90
https://aclanthology.org/2024.naacl-long.90/
Poster
2404.08066
MSciNLI: A Diverse Benchmark for Scientific Natural Language Inference
[ "Sadat, Mobashir", "Caragea, Cornelia" ]
[ "https://github.com/msadat3/mscinli" ]
[]
[]
[]
NAACL2023
naacl-long.91
https://aclanthology.org/2024.naacl-long.91/
Poster
2404.00207
Causal Inference for Human-Language Model Collaboration
[ "Zhang, Bohan", "Wang, Yixin", "Dhillon, Paramveer" ]
[ "https://github.com/xmubq/dtr-text" ]
[]
[]
[]
NAACL2023
naacl-long.92
https://aclanthology.org/2024.naacl-long.92/
Poster
2310.15851
SELF-GUARD: Empower the LLM to Safeguard Itself
[ "Wang, Zezhong", "Yang, Fangkai", "Wang, Lu", "Zhao, Pu", "Wang, Hongru", "Chen, Liang", "Lin, Qingwei", "Wong, Kam-Fai" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.93
https://aclanthology.org/2024.naacl-long.93/
Poster
COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion
[ "Li, Jinpeng", "Yu, Hang", "Luo, Xiangfeng", "Liu, Qian" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.94
https://aclanthology.org/2024.naacl-long.94/
Oral
2404.02323
Toward Informal Language Processing: Knowledge of Slang in Large Language Models
[ "Sun, Zhewei", "Hu, Qian", "Gupta, Rahul", "Zemel, Richard", "Xu, Yang" ]
[ "https://github.com/amazon-science/slang-llm-benchmark" ]
[]
[]
[]
NAACL2023
naacl-long.95
https://aclanthology.org/2024.naacl-long.95/
Poster
2305.15047
Ghostbuster: Detecting Text Ghostwritten by Large Language Models
[ "Verma, Vivek", "Fleisig, Eve", "Tomlin, Nicholas", "Klein, Dan" ]
https://huggingface.co/papers/2305.15047
[ "https://github.com/vivek3141/ghostbuster" ]
[]
[]
[]
NAACL2023
naacl-long.96
https://aclanthology.org/2024.naacl-long.96/
Poster
2308.08973
End-to-End Beam Retrieval for Multi-Hop Question Answering
[ "Zhang, Jiahao", "Zhang, Haiyang", "Zhang, Dongmei", "Yong, Liu", "Huang, Shen" ]
[ "https://github.com/Alab-NII/2wikimultihop" ]
[]
[]
[]
NAACL2023
naacl-long.97
https://aclanthology.org/2024.naacl-long.97/
Poster
Leveraging Generative Large Language Models with Visual Instruction and Demonstration Retrieval for Multimodal Sarcasm Detection
[ "Tang, Binghao", "Lin, Boda", "Yan, Haolong", "Li, Si" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.98
https://aclanthology.org/2024.naacl-long.98/
Poster
Multi-Scale Prompt Memory-Augmented Model for Black-Box Scenarios
[ "Kuang, Xiaojun", "Chen, C. L. Philip", "Li, Shuzhen", "Zhang, Tong" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.99
https://aclanthology.org/2024.naacl-long.99/
Poster
2403.19283
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction
[ "Tang, Chenming", "Qu, Fanyi", "Wu, Yunfang" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.100
https://aclanthology.org/2024.naacl-long.100/
Oral
2305.14857
BUFFET: Benchmarking Large Language Models for Few-shot Cross-lingual Transfer
[ "Asai, Akari", "Kudugunta, Sneha", "Yu, Xinyan", "Blevins, Terra", "Gonen, Hila", "Reid, Machel", "Tsvetkov, Yulia", "Ruder, Sebastian", "Hajishirzi, Hannaneh" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.101
https://aclanthology.org/2024.naacl-long.101/
Poster
TISE: A Tripartite In-context Selection Method for Event Argument Extraction
[ "Fu, Yanhe", "Cao, Yanan", "Wang, Qingyue", "Liu, Yi" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.102
https://aclanthology.org/2024.naacl-long.102/
Oral
2307.02477
Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
[ "Wu, Zhaofeng", "Qiu, Linlu", "Ross, Alexis", "Aky{\\\"u}rek, Ekin", "Chen, Boyuan", "Wang, Bailin", "Kim, Najoung", "Andreas, Jacob", "Kim, Yoon" ]
https://huggingface.co/papers/2307.02477
[ "https://github.com/zhaofengwu/counterfactual-evaluation" ]
[]
[]
[ "ZhaofengWu/FOLIO-counterfactual" ]
NAACL2023
naacl-long.103
https://aclanthology.org/2024.naacl-long.103/
Poster
TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks
[ "Wang, Yucheng", "Yu, Bowen", "Liu, Yilin", "Lu, Shudong" ]
[ "" ]
[]
[]
[]
NAACL2023
naacl-long.104
https://aclanthology.org/2024.naacl-long.104/
Oral
2311.10112
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models
[ "Ding, Zifeng", "Cai, Heling", "Wu, Jingpei", "Ma, Yunpu", "Liao, Ruotong", "Xiong, Bo", "Tresp, Volker" ]
[ "https://github.com/zifengding/zrllm" ]
[]
[]
[]
NAACL2023
naacl-long.105
https://aclanthology.org/2024.naacl-long.105/
Poster
2306.05696
Embodied Executable Policy Learning with Language-based Scene Summarization
[ "Qiu, Jielin", "Xu, Mengdi", "Han, William", "Moon, Seungwhan", "Zhao, Ding" ]
https://huggingface.co/papers/2306.05696
[ "" ]
[]
[]
[]
NAACL2023