Datasets:
IAMJB
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paper_conference_aggregate

Dataset card Data Studio Files
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emnlp-main.4
https://aclanthology.org/2024.emnlp-main.4/
Poster
2311.07064
Prompts have evil twins
[ "Melamed, Rimon", "McCabe, Lucas Hurley", "Wakhare, Tanay", "Kim, Yejin", "Huang, H. Howie", "Boix-Adser{\\`a}, Enric" ]
[ "https://github.com/rimon15/propane" ]
[]
[]
[]
EMNLP2024
emnlp-main.5
https://aclanthology.org/2024.emnlp-main.5/
Poster
2410.03576
Table Question Answering for Low-resourced Indic Languages
[ "Pal, Vaishali", "Kanoulas, Evangelos", "Yates, Andrew", "de Rijke, Maarten" ]
https://huggingface.co/papers/2410.03576
[ "https://github.com/kolk/low-resource-tableqa-indic-languages" ]
[]
[]
[]
EMNLP2024
emnlp-main.6
https://aclanthology.org/2024.emnlp-main.6/
Poster
2405.02793
ImageInWords: Unlocking Hyper-Detailed Image Descriptions
[ "Garg, Roopal", "Burns, Andrea", "Karagol Ayan, Burcu", "Bitton, Yonatan", "Montgomery, Ceslee", "Onoe, Yasumasa", "Bunner, Andrew", "Krishna, Ranjay", "Baldridge, Jason Michael", "Soricut, Radu" ]
https://huggingface.co/papers/2405.02793
[ "https://github.com/google/imageinwords" ]
[ "google/imageinwords-explorer", "wayandadang/imageinwords-explorer", "Nymbo/imageinwords-explorer" ]
[]
[ "google/imageinwords" ]
EMNLP2024
emnlp-main.7
https://aclanthology.org/2024.emnlp-main.7/
Poster
2310.14985
LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
[ "Lan, Yihuai", "Hu, Zhiqiang", "Wang, Lei", "Wang, Yang", "Ye, Deheng", "Zhao, Peilin", "Lim, Ee-Peng", "Xiong, Hui", "Wang, Hao" ]
[ "https://github.com/3DAgentWorld/LLM-Game-Agent" ]
[]
[]
[]
EMNLP2024
emnlp-main.8
https://aclanthology.org/2024.emnlp-main.8/
Poster
2402.13276
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection
[ "Zhang, Xiangyu", "Liu, Hexin", "Xu, Kaishuai", "Zhang, Qiquan", "Liu, Daijiao", "Ahmed, Beena", "Epps, Julien" ]
https://huggingface.co/papers/2402.13276
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.9
https://aclanthology.org/2024.emnlp-main.9/
Poster
2402.10642
Speaking in Wavelet Domain: A Simple and Efficient Approach to Speed up Speech Diffusion Model
[ "Zhang, Xiangyu", "Liu, Daijiao", "Liu, Hexin", "Zhang, Qiquan", "Meng, Hanyu", "Garcia Perera, Leibny Paola", "Chng, EngSiong", "Yao, Lina" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.10
https://aclanthology.org/2024.emnlp-main.10/
Poster
Hateful Word in Context Classification
[ "Hoeken, Sanne", "Zarrie{\\ss}, Sina", "Alacam, {\\\"O}zge" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.11
https://aclanthology.org/2024.emnlp-main.11/
Poster
Eyes Don't Lie: Subjective Hate Annotation and Detection with Gaze
[ "Alacam, {\\\"O}zge", "Hoeken, Sanne", "Zarrie{\\ss}, Sina" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.12
https://aclanthology.org/2024.emnlp-main.12/
Poster
2404.00459
NumeroLogic: Number Encoding for Enhanced LLMs' Numerical Reasoning
[ "Schwartz, Eli", "Choshen, Leshem", "Shtok, Joseph", "Doveh, Sivan", "Karlinsky, Leonid", "Arbelle, Assaf" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.13
https://aclanthology.org/2024.emnlp-main.13/
Poster
“Thinking” Fair and Slow: On the Efficacy of Structured Prompts for Debiasing Language Models
[ "Furniturewala, Shaz", "J", "ial, Surgan", "Java, Abhinav", "Banerjee, Pragyan", "Shahid, Simra", "Bhatia, Sumit", "Jaidka, Kokil" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.14
https://aclanthology.org/2024.emnlp-main.14/
Poster
2402.14901
A Usage-centric Take on Intent Understanding in E-Commerce
[ "Zhou, Wendi", "Li, Tianyi", "Vougiouklis, Pavlos", "Steedman, Mark", "Pan, Jeff Z." ]
[ "https://github.com/stayones/usgae-centric-intent-understanding" ]
[]
[]
[]
EMNLP2024
emnlp-main.15
https://aclanthology.org/2024.emnlp-main.15/
Oral
2312.05934
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
[ "Ovadia, Oded", "Brief, Menachem", "Mishaeli, Moshik", "Elisha, Oren" ]
https://huggingface.co/papers/2312.05934
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.16
https://aclanthology.org/2024.emnlp-main.16/
Poster
2402.04049
Systematic Biases in LLM Simulations of Debates
[ "Taubenfeld, Amir", "Dover, Yaniv", "Reichart, Roi", "Goldstein, Ariel" ]
https://huggingface.co/papers/2402.04049
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.17
https://aclanthology.org/2024.emnlp-main.17/
Poster
2410.05206
Studying and Mitigating Biases in Sign Language Understanding Models
[ "Atwell, Katherine", "Bragg, Danielle", "Alikhani, Malihe" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.18
https://aclanthology.org/2024.emnlp-main.18/
Poster
2404.03163
Uncertainty in Language Models: Assessment through Rank-Calibration
[ "Huang, Xinmeng", "Li, Shuo", "Yu, Mengxin", "Sesia, Matteo", "Hassani, Hamed", "Lee, Insup", "Bastani, Osbert", "Dobriban, Edgar" ]
[ "https://github.com/shuoli90/rank-calibration" ]
[]
[]
[]
EMNLP2024
emnlp-main.19
https://aclanthology.org/2024.emnlp-main.19/
Poster
2401.08326
RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
[ "Ye, Junjie", "Wu, Yilong", "Gao, Songyang", "Huang, Caishuang", "Li, Sixian", "Li, Guanyu", "Fan, Xiaoran", "Zhang, Qi", "Gui, Tao", "Huang, Xuanjing" ]
[ "https://github.com/junjie-ye/rotbench" ]
[]
[]
[]
EMNLP2024
emnlp-main.20
https://aclanthology.org/2024.emnlp-main.20/
Poster
2402.00658
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing
[ "Jiao, Fangkai", "Qin, Chengwei", "Liu, Zhengyuan", "Chen, Nancy F.", "Joty, Shafiq" ]
https://huggingface.co/papers/2402.00658
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.21
https://aclanthology.org/2024.emnlp-main.21/
Poster
2404.00685
Scaling Properties of Speech Language Models
[ "Cuervo, Santiago", "Marxer, Ricard" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.22
https://aclanthology.org/2024.emnlp-main.22/
Poster
“We Demand Justice!”: Towards Social Context Grounding of Political Texts
[ "Pujari, Rajkumar", "Wu, Chengfei", "Goldwasser, Dan" ]
[ "https://github.com/pujari-rajkumar/language-in-context" ]
[]
[]
[]
EMNLP2024
emnlp-main.23
https://aclanthology.org/2024.emnlp-main.23/
Poster
An Experimental Analysis on Evaluating Patent Citations
[ "N", "i, Rabindra Nath", "Maity, Suman", "Uzzi, Brian", "Medya, Sourav" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.24
https://aclanthology.org/2024.emnlp-main.24/
Poster
2404.14122
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
[ "Zhu, Dawei", "Chen, Pinzhen", "Zhang, Miaoran", "Haddow, Barry", "Shen, Xiaoyu", "Klakow, Dietrich" ]
https://huggingface.co/papers/2404.14122
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.25
https://aclanthology.org/2024.emnlp-main.25/
Poster
2404.11791
Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing
[ "Yan, Le", "Qin, Zhen", "Zhuang, Honglei", "Jagerman, Rolf", "Wang, Xuanhui", "Bendersky, Michael", "Oosterhuis, Harrie" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.26
https://aclanthology.org/2024.emnlp-main.26/
Poster
2403.06769
Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
[ "Zhang, Tong", "Huang, Chen", "Deng, Yang", "Liang, Hongru", "Liu, Jia", "Wen, Zujie", "Lei, Wenqiang", "Chua, Tat-Seng" ]
https://huggingface.co/papers/2403.06769
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.27
https://aclanthology.org/2024.emnlp-main.27/
Poster
2410.09318
Impeding LLM-assisted Cheating in Introductory Programming Assignments via Adversarial Perturbation
[ "Salim, Saiful Islam", "Yang, Rubin Yuchan", "Cooper, Alex", "er", "Ray, Suryashree", "Debray, Saumya", "Rahaman, Sazzadur" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.28
https://aclanthology.org/2024.emnlp-main.28/
Poster
2402.18191
Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
[ "Ge, Yuan", "Liu, Yilun", "Hu, Chi", "Meng, Weibin", "Tao, Shimin", "Zhao, Xiaofeng", "Xia, Mahong", "Li, Zhang", "Chen, Boxing", "Yang, Hao", "Li, Bei", "Xiao, Tong", "Zhu, JingBo" ]
[ "https://github.com/ironbeliever/car" ]
[]
[]
[]
EMNLP2024
emnlp-main.29
https://aclanthology.org/2024.emnlp-main.29/
Poster
2410.03996
On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models
[ "Sancheti, Abhilasha", "An, Haozhe", "Rudinger, Rachel" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.30
https://aclanthology.org/2024.emnlp-main.30/
Poster
2312.14069
EmphAssess : a Prosodic Benchmark on Assessing Emphasis Transfer in Speech-to-Speech Models
[ "de Seyssel, Maureen", "D{'}Avirro, Antony", "Williams, Adina", "Dupoux, Emmanuel" ]
[ "https://github.com/facebookresearch/emphassess" ]
[]
[]
[]
EMNLP2024
emnlp-main.31
https://aclanthology.org/2024.emnlp-main.31/
Poster
On Fake News Detection with LLM Enhanced Semantics Mining
[ "Ma, Xiaoxiao", "Zhang, Yuchen", "Ding, Kaize", "Yang, Jian", "Wu, Jia", "Fan, Hao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.32
https://aclanthology.org/2024.emnlp-main.32/
Poster
2402.12817
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices
[ "Pecher, Branislav", "Srba, Ivan", "Bielikova, Maria" ]
[ "https://github.com/kinit-sk/l3d-sensitivity-investigation" ]
[]
[]
[]
EMNLP2024
emnlp-main.33
https://aclanthology.org/2024.emnlp-main.33/
Poster
2308.10819
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt Injection
[ "Li, Zekun", "Peng, Baolin", "He, Pengcheng", "Yan, Xifeng" ]
https://huggingface.co/papers/2308.10819
[ "https://github.com/leezekun/adv-instruct-eval" ]
[]
[]
[]
EMNLP2024
emnlp-main.34
https://aclanthology.org/2024.emnlp-main.34/
Poster
2407.01834
A Study of Nationality Bias in Names and Perplexity using Off-the-Shelf Affect-related Tweet Classifiers
[ "Barriere, Valentin", "Cifuentes, Sebastian" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.35
https://aclanthology.org/2024.emnlp-main.35/
Poster
2309.06256
Mitigating the Alignment Tax of RLHF
[ "Lin, Yong", "Lin, Hangyu", "Xiong, Wei", "Diao, Shizhe", "Liu, Jianmeng", "Zhang, Jipeng", "Pan, Rui", "Wang, Haoxiang", "Hu, Wenbin", "Zhang, Hanning", "Dong, Hanze", "Pi, Renjie", "Zhao, Han", "Jiang, Nan", "Ji, Heng", "Yao, Yuan", "Zhang, Tong" ]
https://huggingface.co/papers/2309.06256
[ "https://github.com/avalonstrel/mitigating-the-alignment-tax-of-rlhf" ]
[]
[]
[]
EMNLP2024
emnlp-main.36
https://aclanthology.org/2024.emnlp-main.36/
Poster
2404.18533
Evaluating Readability and Faithfulness of Concept-based Explanations
[ "Li, Meng", "Jin, Haoran", "Huang, Ruixuan", "Xu, Zhihao", "Lian, Defu", "Lin, Zijia", "Zhang, Di", "Wang, Xiting" ]
[ "https://github.com/hr-jin/concept-explanation-evaluation" ]
[]
[]
[]
EMNLP2024
emnlp-main.37
https://aclanthology.org/2024.emnlp-main.37/
Poster
2404.06762
Personality-aware Student Simulation for Conversational Intelligent Tutoring Systems
[ "Liu, Zhengyuan", "Yin, Stella Xin", "Lin, Geyu", "Chen, Nancy F." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.38
https://aclanthology.org/2024.emnlp-main.38/
Poster
2409.16686
MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making
[ "Fu, Dayuan", "Qi, Biqing", "Gao, Yihuai", "Jiang, Che", "Dong, Guanting", "Zhou, Bowen" ]
https://huggingface.co/papers/2409.16686
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.39
https://aclanthology.org/2024.emnlp-main.39/
Poster
2410.03457
CoCoLoFa: A Dataset of News Comments with Common Logical Fallacies Written by LLM-Assisted Crowds
[ "Yeh, Min-Hsuan", "Wan, Ruyuan", "Huang, Ting-Hao Kenneth" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.40
https://aclanthology.org/2024.emnlp-main.40/
Oral
2402.18376
Tokenization Is More Than Compression
[ "Schmidt, Craig W", "Reddy, Varshini", "Zhang, Haoran", "Alameddine, Alec", "Uzan, Omri", "Pinter, Yuval", "Tanner, Chris" ]
https://huggingface.co/papers/2402.18376
[ "https://github.com/kensho-technologies/timtc_vocabs_models" ]
[]
[]
[]
EMNLP2024
emnlp-main.41
https://aclanthology.org/2024.emnlp-main.41/
Poster
2308.04265
FLIRT: Feedback Loop In-context Red Teaming
[ "Mehrabi, Ninareh", "Goyal, Palash", "Dupuy, Christophe", "Hu, Qian", "Ghosh, Shalini", "Zemel, Richard", "Chang, Kai-Wei", "Galstyan, Aram", "Gupta, Rahul" ]
https://huggingface.co/papers/2308.04265
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.42
https://aclanthology.org/2024.emnlp-main.42/
Oral
2402.16973
Successfully Guiding Humans with Imperfect Instructions by Highlighting Potential Errors and Suggesting Corrections
[ "Zhao, Lingjun", "Nguyen, Khanh Xuan", "Daum{\\'e} Iii, Hal" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.43
https://aclanthology.org/2024.emnlp-main.43/
Poster
2401.02731
Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
[ "Wu, Haoyuan", "Zheng, Haisheng", "He, Zhuolun", "Yu, Bei" ]
https://huggingface.co/papers/2401.02731
[ "https://github.com/wuhy68/parameter-efficient-moe" ]
[]
[ "serpdotai/sparsetral-16x7B-v2", "LoneStriker/sparsetral-16x7B-v2-8.0bpw-h8-exl2", "hywu/Camelidae-8x34B", "hywu/Camelidae-8x7B", "serpdotai/sparsetral-16x7B-v2-SPIN_iter1", "serpdotai/sparsetral-16x7B-v2-SPIN_iter0", "hywu/Qwen2idae-16x14B-v1.0", "hywu/Camelidae-8x13B", "uukuguy/speechless-sparsetral-mistral-16x7b-MoE", "LoneStriker/sparsetral-16x7B-v2-6.0bpw-h6-exl2", "LoneStriker/sparsetral-16x7B-v2-5.0bpw-h6-exl2", "LoneStriker/sparsetral-16x7B-v2-3.0bpw-h6-exl2", "LoneStriker/sparsetral-16x7B-v2-4.0bpw-h6-exl2" ]
[]
EMNLP2024
emnlp-main.44
https://aclanthology.org/2024.emnlp-main.44/
Poster
2406.11503
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation
[ "Cai, Shihao", "Bao, Keqin", "Guo, Hangyu", "Zhang, Jizhi", "Song, Jun", "Zheng, Bo" ]
[ "https://github.com/lanyu0303/geogpt4v_project" ]
[]
[]
[]
EMNLP2024
emnlp-main.45
https://aclanthology.org/2024.emnlp-main.45/
Poster
2410.07722
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities
[ "Nguyen, Thong", "Chatterjee, Shubham", "MacAvaney, Sean", "Mackie, Iain", "Dalton, Jeff", "Yates, Andrew" ]
https://huggingface.co/papers/2410.07722
[ "https://github.com/thongnt99/dyvo" ]
[]
[]
[]
EMNLP2024
emnlp-main.46
https://aclanthology.org/2024.emnlp-main.46/
Poster
2407.01906
Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models
[ "Wang, Zihan", "Chen, Deli", "Dai, Damai", "Xu, Runxin", "Li, Zhuoshu", "Wu, Yu" ]
https://huggingface.co/papers/2407.01906
[ "https://github.com/deepseek-ai/esft" ]
[]
[ "deepseek-ai/ESFT-vanilla-lite" ]
[]
EMNLP2024
emnlp-main.47
https://aclanthology.org/2024.emnlp-main.47/
Poster
2404.12096
LongEmbed: Extending Embedding Models for Long Context Retrieval
[ "Zhu, Dawei", "Wang, Liang", "Yang, Nan", "Song, Yifan", "Wu, Wenhao", "Wei, Furu", "Li, Sujian" ]
https://huggingface.co/papers/2404.12096
[ "https://github.com/dwzhu-pku/longembed" ]
[ "mteb/leaderboard", "k8si/mteb_leaderboard_mtr", "dataprincess/ask-anjibot-anything", "shiquan181116/dwzhu-e5rope-base", "That1BrainCell/Infringement-Checker", "Thun09/leaderboard_demo", "Prathmesh48/Test_E5", "tawfikgh/fam-property-chatbot" ]
[ "dwzhu/e5rope-base", "dwzhu/e5-base-4k" ]
[ "dwzhu/LongEmbed" ]
EMNLP2024
emnlp-main.48
https://aclanthology.org/2024.emnlp-main.48/
Poster
Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences
[ "Liu, Xiangyang", "He, Junliang", "Qiu, Xipeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.49
https://aclanthology.org/2024.emnlp-main.49/
Poster
Overcome Noise and Bias: Segmentation-Aided Multi-Granularity Denoising and Debiasing for Enhanced Quarduples Extraction in Dialogue
[ "Luo, Xianlong", "Yang, Meng", "Wang, Yihao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.50
https://aclanthology.org/2024.emnlp-main.50/
Poster
Integrating Plutchik's Theory with Mixture of Experts for Enhancing Emotion Classification
[ "Lim, Dongjun", "Cheong, Yun-Gyung" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.51
https://aclanthology.org/2024.emnlp-main.51/
Poster
2405.10512
In-context Contrastive Learning for Event Causality Identification
[ "Chao, Liang", "Xiang, Wei", "Wang, Bang" ]
[ "https://github.com/ChaoLiang-HUST/ICCL" ]
[]
[]
[]
EMNLP2024
emnlp-main.52
https://aclanthology.org/2024.emnlp-main.52/
Poster
2404.06670
What's Mine becomes Yours: Defining, Annotating and Detecting Context-Dependent Paraphrases in News Interview Dialogs
[ "Wegmann, Anna", "Broek, Tijs A. Van Den", "Nguyen, Dong" ]
https://huggingface.co/papers/2404.06670
[ "https://github.com/nlpsoc/paraphrases-in-news-interviews" ]
[]
[ "AnnaWegmann/Highlight-Paraphrases-in-Dialog-ALL", "AnnaWegmann/Highlight-Paraphrases-in-Dialog" ]
[ "AnnaWegmann/Paraphrases-in-Interviews" ]
EMNLP2024
emnlp-main.53
https://aclanthology.org/2024.emnlp-main.53/
Oral
2403.19827
Language Models Learn Rare Phenomena from Less Rare Phenomena: The Case of the Missing AANNs
[ "Misra, Kanishka", "Mahowald, Kyle" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.54
https://aclanthology.org/2024.emnlp-main.54/
Poster
Large Language Models for Data Annotation and Synthesis: A Survey
[ "Tan, Zhen", "Li, Dawei", "Wang, Song", "Beigi, Alimohammad", "Jiang, Bohan", "Bhattacharjee, Amrita", "Karami, Mansooreh", "Li, Jundong", "Cheng, Lu", "Liu, Huan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.55
https://aclanthology.org/2024.emnlp-main.55/
Poster
2305.06575
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models
[ "Lu, Hongyuan", "Yang, Haoran", "Huang, Haoyang", "Zhang, Dongdong", "Lam, Wai", "Wei, Furu" ]
https://huggingface.co/papers/2305.06575
[ "https://github.com/hongyuanluke/chain-of-dictionary" ]
[]
[]
[]
EMNLP2024
emnlp-main.56
https://aclanthology.org/2024.emnlp-main.56/
Poster
2406.18060
AdaZeta: Adaptive Zeroth-Order Tensor-Train Adaption for Memory-Efficient Large Language Models Fine-Tuning
[ "Yang, Yifan", "Zhen, Kai", "Banijamali, Ershad", "Mouchtaris, Athanasios", "Zhang, Zheng" ]
https://huggingface.co/papers/2406.18060
[ "https://github.com/yifanycc/adazeta" ]
[]
[]
[]
EMNLP2024
emnlp-main.57
https://aclanthology.org/2024.emnlp-main.57/
Oral
2406.10777
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning
[ "Wang, Haoyu", "Liu, Tianci", "Li, Ruirui", "Cheng, Monica Xiao", "Zhao, Tuo", "Gao, Jing" ]
https://huggingface.co/papers/2406.10777
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.58
https://aclanthology.org/2024.emnlp-main.58/
Poster
2402.11129
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
[ "Wang, Haoyu", "Li, Ruirui", "Jiang, Haoming", "Tian, Jinjin", "Wang, Zhengyang", "Luo, Chen", "Tang, Xianfeng", "Cheng, Monica Xiao", "Zhao, Tuo", "Gao, Jing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.59
https://aclanthology.org/2024.emnlp-main.59/
Oral
2405.17633
HEART-felt Narratives: Tracing Empathy and Narrative Style in Personal Stories with LLMs
[ "Shen, Jocelyn J", "Mire, Joel", "Park, Hae Won", "Breazeal, Cynthia", "Sap, Maarten" ]
[ "https://github.com/mitmedialab/heartfelt-narratives-emnlp" ]
[]
[]
[]
EMNLP2024
emnlp-main.60
https://aclanthology.org/2024.emnlp-main.60/
Poster
2406.10957
Eliminating Biased Length Reliance of Direct Preference Optimization via Down-Sampled KL Divergence
[ "Lu, Junru", "Li, Jiazheng", "An, Siyu", "Zhao, Meng", "He, Yulan", "Yin, Di", "Sun, Xing" ]
https://huggingface.co/papers/2406.10957
[ "https://github.com/lujunru/sampo" ]
[]
[]
[]
EMNLP2024
emnlp-main.61
https://aclanthology.org/2024.emnlp-main.61/
Poster
Bridging Cultures in the Kitchen: A Framework and Benchmark for Cross-Cultural Recipe Retrieval
[ "Hu, Tianyi", "Maistro, Maria", "Hershcovich, Daniel" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.62
https://aclanthology.org/2024.emnlp-main.62/
Poster
2407.05131
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
[ "Xia, Peng", "Zhu, Kangyu", "Li, Haoran", "Zhu, Hongtu", "Li, Yun", "Li, Gang", "Zhang, Linjun", "Yao, Huaxiu" ]
https://huggingface.co/papers/2407.05131
[ "https://github.com/richard-peng-xia/rule" ]
[]
[]
[]
EMNLP2024
emnlp-main.63
https://aclanthology.org/2024.emnlp-main.63/
Poster
CryptoTrade: A Reflective LLM-based Agent to Guide Zero-shot Cryptocurrency Trading
[ "Li, Yuan", "Luo, Bingqiao", "Wang, Qian", "Chen, Nuo", "Liu, Xu", "He, Bingsheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.64
https://aclanthology.org/2024.emnlp-main.64/
Poster
2301.00234
A Survey on In-context Learning
[ "Dong, Qingxiu", "Li, Lei", "Dai, Damai", "Zheng, Ce", "Ma, Jingyuan", "Li, Rui", "Xia, Heming", "Xu, Jingjing", "Wu, Zhiyong", "Chang, Baobao", "Sun, Xu", "Li, Lei", "Sui, Zhifang" ]
https://huggingface.co/papers/2301.00234
[ "https://github.com/dqxiu/icl_paperlist" ]
[]
[]
[]
EMNLP2024
emnlp-main.65
https://aclanthology.org/2024.emnlp-main.65/
Poster
DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing
[ "Xing, Hangdi", "Cheng, Changxu", "Gao, Feiyu", "Shao, Zirui", "Yu, Zhi", "Bu, Jiajun", "Zheng, Qi", "Yao, Cong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.66
https://aclanthology.org/2024.emnlp-main.66/
Poster
2410.00558
AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation
[ "Luo, Ziyang", "Li, Xin", "Lin, Hongzhan", "Ma, Jing", "Bing, Lidong" ]
[ "https://github.com/chiyeunglaw/amr-evol" ]
[]
[]
[]
EMNLP2024
emnlp-main.67
https://aclanthology.org/2024.emnlp-main.67/
Poster
2402.09801
EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models
[ "Xing, Shangyu", "Zhao, Fei", "Wu, Zhen", "An, Tuo", "Chen, Weihao", "Li, Chunhui", "Zhang, Jianbing", "Dai, Xinyu" ]
[ "https://github.com/starreeze/efuf" ]
[]
[]
[]
EMNLP2024
emnlp-main.68
https://aclanthology.org/2024.emnlp-main.68/
Poster
2406.15524
Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization
[ "Shin, Sungbin", "Park, Wonpyo", "Lee, Jaeho", "Lee, Namhoon" ]
[ "https://github.com/log-postech/rethinking-llm-pruning" ]
[]
[]
[]
EMNLP2024
emnlp-main.69
https://aclanthology.org/2024.emnlp-main.69/
Poster
2406.13476
LLMs Are Zero-Shot Context-Aware Simultaneous Translators
[ "Koshkin, Roman", "Sudoh, Katsuhito", "Nakamura, Satoshi" ]
[ "https://github.com/romankoshkin/tollmatch" ]
[]
[]
[]
EMNLP2024
emnlp-main.70
https://aclanthology.org/2024.emnlp-main.70/
Poster
2406.12708
AgentReview: Exploring Peer Review Dynamics with LLM Agents
[ "Jin, Yiqiao", "Zhao, Qinlin", "Wang, Yiyang", "Chen, Hao", "Zhu, Kaijie", "Xiao, Yijia", "Wang, Jindong" ]
https://huggingface.co/papers/2406.12708
[ "https://github.com/ahren09/agentreview" ]
[ "Ahren09/AgentReview", "USTC975/AgentReview" ]
[]
[]
EMNLP2024
emnlp-main.71
https://aclanthology.org/2024.emnlp-main.71/
Poster
2404.13556
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
[ "Mao, Kelong", "Deng, Chenlong", "Chen, Haonan", "Mo, Fengran", "Liu, Zheng", "Sakai, Tetsuya", "Dou, Zhicheng" ]
https://huggingface.co/papers/2404.13556
[ "https://github.com/kyriemao/chatretriever" ]
[]
[]
[]
EMNLP2024
emnlp-main.72
https://aclanthology.org/2024.emnlp-main.72/
Poster
2406.11370
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
[ "Zhou, Han", "Wan, Xingchen", "Liu, Yinhong", "Collier, Nigel", "Vuli{\\'c}, Ivan", "Korhonen, Anna" ]
[ "https://github.com/cambridgeltl/zepo" ]
[]
[]
[]
EMNLP2024
emnlp-main.73
https://aclanthology.org/2024.emnlp-main.73/
Poster
2406.19760
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation
[ "Deng, Chenlong", "Mao, Kelong", "Dou, Zhicheng" ]
[ "https://github.com/ChenlongDeng/KELLER" ]
[]
[]
[]
EMNLP2024
emnlp-main.74
https://aclanthology.org/2024.emnlp-main.74/
Poster
2408.02103
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process
[ "Wang, Peng", "Wang, Xiaobin", "Lou, Chao", "Mao, Shengyu", "Xie, Pengjun", "Jiang, Yong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.75
https://aclanthology.org/2024.emnlp-main.75/
Oral
2311.16201
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation
[ "Zhang, Yuhui", "McKinzie, Br", "on", "Gan, Zhe", "Shankar, Vaishaal", "Toshev, Alex", "er T" ]
https://huggingface.co/papers/2311.16201
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.76
https://aclanthology.org/2024.emnlp-main.76/
Poster
2408.01046
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing
[ "Suvarna, Ashima", "Liu, Xiao", "Parekh, Tanmay", "Chang, Kai-Wei", "Peng, Nanyun" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.77
https://aclanthology.org/2024.emnlp-main.77/
Poster
Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration
[ "Chen, Peng", "Guo, Xiao-Yu", "Li, Yuan-Fang", "Zhang, Xiaowang", "Feng, Zhiyong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.78
https://aclanthology.org/2024.emnlp-main.78/
Oral
2410.12178
Model Balancing Helps Low-data Training and Fine-tuning
[ "Liu, Zihang", "Hu, Yuanzhe", "Pang, Tianyu", "Zhou, Yefan", "Ren, Pu", "Yang, Yaoqing" ]
[ "https://github.com/zihanghliu/modelbalancing" ]
[]
[]
[]
EMNLP2024
emnlp-main.79
https://aclanthology.org/2024.emnlp-main.79/
Poster
2404.12318
Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment
[ "Wu, Zhaofeng", "Balashankar, Ananth", "Kim, Yoon", "Eisenstein, Jacob", "Beirami, Ahmad" ]
https://huggingface.co/papers/2404.12318
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.80
https://aclanthology.org/2024.emnlp-main.80/
Poster
2408.12194
Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment
[ "Luo, Kun", "Qin, Minghao", "Liu, Zheng", "Xiao, Shitao", "Zhao, Jun", "Liu, Kang" ]
https://huggingface.co/papers/2408.12194
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.81
https://aclanthology.org/2024.emnlp-main.81/
Poster
A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning
[ "Chen, Zhongwu", "Bai, Long", "Li, Zixuan", "Huang, Zhen", "Jin, Xiaolong", "Dou, Yong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.82
https://aclanthology.org/2024.emnlp-main.82/
Poster
Towards Tool Use Alignment of Large Language Models
[ "Chen, Zhi-Yuan", "Shen, Shiqi", "Shen, Guangyao", "Zhi, Gong", "Chen, Xu", "Lin, Yankai" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.83
https://aclanthology.org/2024.emnlp-main.83/
Poster
2410.05639
DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models
[ "Zhao, Ranchi", "Thai, Zhen Leng", "Zhang, Yifan", "Hu, Shengding", "Zhou, Jie", "Ba, Yunqi", "Cai, Jie", "Liu, Zhiyuan", "Sun, Maosong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.84
https://aclanthology.org/2024.emnlp-main.84/
Oral
2407.07071
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps
[ "Chuang, Yung-Sung", "Qiu, Linlu", "Hsieh, Cheng-Yu", "Krishna, Ranjay", "Kim, Yoon", "Glass, James R." ]
https://huggingface.co/papers/2407.07071
[ "https://github.com/voidism/lookback-lens" ]
[]
[]
[]
EMNLP2024
emnlp-main.85
https://aclanthology.org/2024.emnlp-main.85/
Poster
2402.19085
Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
[ "Guo, Yiju", "Cui, Ganqu", "Yuan, Lifan", "Ding, Ning", "Sun, Zexu", "Sun, Bowen", "Chen, Huimin", "Xie, Ruobing", "Zhou, Jie", "Lin, Yankai", "Liu, Zhiyuan", "Sun, Maosong" ]
[ "https://github.com/OpenBMB/CPO" ]
[]
[]
[]
EMNLP2024
emnlp-main.86
https://aclanthology.org/2024.emnlp-main.86/
Oral
Mitigating Matthew Effect: Multi-Hypergraph Boosted Multi-Interest Self-Supervised Learning for Conversational Recommendation
[ "Zheng, Yongsen", "Xu, Ruilin", "Wang, Guohua", "Lin, Liang", "Lam, Kwok-Yan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.87
https://aclanthology.org/2024.emnlp-main.87/
Poster
2409.13621
Advancing Event Causality Identification via Heuristic Semantic Dependency Inquiry Network
[ "Li, Haoran", "Gao, Qiang", "Wu, Hongmei", "Huang, Li" ]
[ "https://github.com/hrlics/semdi" ]
[]
[]
[]
EMNLP2024
emnlp-main.88
https://aclanthology.org/2024.emnlp-main.88/
Poster
Exploring Union and Intersection of Visual Regions for Generating Questions, Answers, and Distractors
[ "Ding, Wenjian", "Zhang, Yao", "Wang, Jun", "Jatowt, Adam", "Yang, Zhenglu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.89
https://aclanthology.org/2024.emnlp-main.89/
Poster
2408.11305
UniFashion: A Unified Vision-Language Model for Multimodal Fashion Retrieval and Generation
[ "Zhao, Xiangyu", "Zhang, Yuehan", "Zhang, Wenlong", "Wu, Xiao-Ming" ]
https://huggingface.co/papers/2408.11305
[ "https://github.com/xiangyu-mm/unifashion" ]
[]
[]
[]
EMNLP2024
emnlp-main.90
https://aclanthology.org/2024.emnlp-main.90/
Poster
2406.11938
Tracking the perspectives of interacting language models
[ "Helm, Hayden", "Duderstadt, Br", "on", "Park, Youngser", "Priebe, Carey" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.91
https://aclanthology.org/2024.emnlp-main.91/
Poster
MAR: Matching-Augmented Reasoning for Enhancing Visual-based Entity Question Answering
[ "Zhang, Zhengxuan", "Wu, Yin", "Luo, Yuyu", "Tang, Nan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.92
https://aclanthology.org/2024.emnlp-main.92/
Poster
2406.12809
Can Large Language Models Always Solve Easy Problems if They Can Solve Harder Ones?
[ "Yang, Zhe", "Zhang, Yichang", "Liu, Tianyu", "Yang, Jian", "Lin, Junyang", "Zhou, Chang", "Sui, Zhifang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.93
https://aclanthology.org/2024.emnlp-main.93/
Poster
2406.11176
Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement
[ "Xiong, Weimin", "Song, Yifan", "Zhao, Xiutian", "Wu, Wenhao", "Wang, Xun", "Wang, Ke", "Li, Cheng", "Peng, Wei", "Li, Sujian" ]
https://huggingface.co/papers/2406.11176
[ "https://github.com/weiminxiong/ipr" ]
[]
[]
[]
EMNLP2024
emnlp-main.94
https://aclanthology.org/2024.emnlp-main.94/
Poster
2402.12593
Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation
[ "Imperial, Joseph Marvin", "Forey, Gail", "Tayyar Madabushi, Harish" ]
https://huggingface.co/papers/2402.12593
[ "https://github.com/imperialite/standardize-ctg" ]
[]
[]
[]
EMNLP2024
emnlp-main.95
https://aclanthology.org/2024.emnlp-main.95/
Poster
Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective
[ "Zhang, Zhihao", "Lee, Sophia Yat Mei", "Wu, Junshuang", "Zhang, Dong", "Li, Shoushan", "Cambria, Erik", "Zhou, Guodong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.96
https://aclanthology.org/2024.emnlp-main.96/
Poster
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
[ "Tan, Zhen", "Zhao, Chengshuai", "Moraffah, Raha", "Li, Yifan", "Wang, Song", "Li, Jundong", "Chen, Tianlong", "Liu, Huan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.97
https://aclanthology.org/2024.emnlp-main.97/
Poster
Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement
[ "Wang, Yuxuan", "Liu, Xiaoyuan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.98
https://aclanthology.org/2024.emnlp-main.98/
Poster
2406.12975
SHIELD: Evaluation and Defense Strategies for Copyright Compliance in LLM Text Generation
[ "Liu, Xiaoze", "Sun, Ting", "Xu, Tianyang", "Wu, Feijie", "Wang, Cunxiang", "Wang, Xiaoqian", "Gao, Jing" ]
[ "https://github.com/xz-liu/shield" ]
[]
[]
[]
EMNLP2024
emnlp-main.99
https://aclanthology.org/2024.emnlp-main.99/
Oral
2406.18530
MatchTime: Towards Automatic Soccer Game Commentary Generation
[ "Rao, Jiayuan", "Wu, Haoning", "Liu, Chang", "Wang, Yanfeng", "Xie, Weidi" ]
https://huggingface.co/papers/2406.18530
[ "https://github.com/jyrao/MatchTime" ]
[]
[]
[ "Homie0609/MatchTime" ]
EMNLP2024
emnlp-main.100
https://aclanthology.org/2024.emnlp-main.100/
Poster
2410.14725
Rethinking Token Reduction for State Space Models
[ "Zhan, Zheng", "Wu, Yushu", "Kong, Zhenglun", "Yang, Changdi", "Gong, Yifan", "Shen, Xuan", "Lin, Xue", "Zhao, Pu", "Wang, Yanzhi" ]
[ "https://github.com/wuyushuwys/tor_ssm" ]
[]
[]
[]
EMNLP2024
emnlp-main.101
https://aclanthology.org/2024.emnlp-main.101/
Poster
2402.14320
Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
[ "Zong, Chang", "Yan, Yuchen", "Lu, Weiming", "Shao, Jian", "Huang, Yongfeng", "Chang, Heng", "Zhuang, Yueting" ]
[ "https://github.com/ZJU-DCDLab/Triad" ]
[]
[]
[]
EMNLP2024
emnlp-main.102
https://aclanthology.org/2024.emnlp-main.102/
Poster
2406.11385
MetaGPT: Merging Large Language Models Using Model Exclusive Task Arithmetic
[ "Zhou, Yuyan", "Song, Liang", "Wang, Bingning", "Chen, Weipeng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.103
https://aclanthology.org/2024.emnlp-main.103/
Poster
Event Causality Identification with Synthetic Control
[ "Wang, Haoyu", "Liu, Fengze", "Zhang, Jiayao", "Roth, Dan", "Richardson, Kyle" ]
[ "" ]
[]
[]
[]
EMNLP2024