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emnlp-main.904
https://aclanthology.org/2024.emnlp-main.904/
Poster
2402.03757
The Instinctive Bias: Spurious Images lead to Illusion in MLLMs
[ "Han, Tianyang", "Lian, Qing", "Pan, Rui", "Pi, Renjie", "Zhang, Jipeng", "Diao, Shizhe", "Lin, Yong", "Zhang, Tong" ]
[ "https://github.com/masaiahhan/correlationqa" ]
[]
[]
[]
EMNLP2024
emnlp-main.905
https://aclanthology.org/2024.emnlp-main.905/
Poster
2410.04838
Rationale-Aware Answer Verification by Pairwise Self-Evaluation
[ "Kawabata, Akira", "Sugawara, Saku" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.906
https://aclanthology.org/2024.emnlp-main.906/
Poster
2402.05827
On the Robustness of Editing Large Language Models
[ "Ma, Xinbei", "Ju, Tianjie", "Qiu, Jiyang", "Zhang, Zhuosheng", "Zhao, Hai", "Liu, Lifeng", "Wang, Yulong" ]
https://huggingface.co/papers/2402.05827
[ "https://github.com/xbmxb/edit_analysis" ]
[]
[]
[]
EMNLP2024
emnlp-main.907
https://aclanthology.org/2024.emnlp-main.907/
Poster
IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method
[ "Kim, MiHyeon", "Park, Juhyoung", "Kim, YoungBin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.908
https://aclanthology.org/2024.emnlp-main.908/
Poster
2403.08424
Distract Large Language Models for Automatic Jailbreak Attack
[ "Xiao, Zeguan", "Yang, Yan", "Chen, Guanhua", "Chen, Yun" ]
https://huggingface.co/papers/2403.08424
[ "https://github.com/sufenlp/AttanttionShiftJailbreak" ]
[]
[]
[]
EMNLP2024
emnlp-main.909
https://aclanthology.org/2024.emnlp-main.909/
Poster
2410.09554
Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification
[ "Lin, He-Zhe", "Liu, Cheng-Hung", "Lin, Chih-Jen" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.910
https://aclanthology.org/2024.emnlp-main.910/
Poster
2411.03966
WorryWords: Norms of Anxiety Association for over 44k English Words
[ "Mohammad, Saif M." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.911
https://aclanthology.org/2024.emnlp-main.911/
Poster
2406.13439
Finding Blind Spots in Evaluator LLMs with Interpretable Checklists
[ "Doddapaneni, Sumanth", "Khan, Mohammed Safi Ur Rahman", "Verma, Sshubam", "Khapra, Mitesh M" ]
https://huggingface.co/papers/2406.13439
[ "https://github.com/ai4bharat/fbi" ]
[]
[]
[ "ai4bharat/FBI" ]
EMNLP2024
emnlp-main.912
https://aclanthology.org/2024.emnlp-main.912/
Poster
LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration
[ "Zhao, Jun", "Zu, Can", "Hao, Xu", "Lu, Yi", "He, Wei", "Ding, Yiwen", "Gui, Tao", "Zhang, Qi", "Huang, Xuanjing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.913
https://aclanthology.org/2024.emnlp-main.913/
Poster
2410.08917
AutoPersuade: A Framework for Evaluating and Explaining Persuasive Arguments
[ "Saenger, Till Raphael", "Hinck, Musashi", "Grimmer, Justin", "Stewart, Br", "on M." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.914
https://aclanthology.org/2024.emnlp-main.914/
Oral
2410.14057
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs
[ "Conia, Simone", "Lee, Daniel", "Li, Min", "Minhas, Umar Farooq", "Potdar, Saloni", "Li, Yunyao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.915
https://aclanthology.org/2024.emnlp-main.915/
Poster
Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems
[ "Zhao, Jun", "Tong, Jingqi", "Mou, Yurong", "Zhang, Ming", "Zhang, Qi", "Huang, Xuanjing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.916
https://aclanthology.org/2024.emnlp-main.916/
Poster
2406.16690
Scaling Laws for Linear Complexity Language Models
[ "Shen, Xuyang", "Li, Dong", "Leng, Ruitao", "Qin, Zhen", "Sun, Weigao", "Zhong, Yiran" ]
https://huggingface.co/papers/2406.16690
[ "https://github.com/opennlplab/scalinglaws" ]
[]
[]
[]
EMNLP2024
emnlp-main.917
https://aclanthology.org/2024.emnlp-main.917/
Poster
2409.17472
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards
[ "Do, Heejin", "Ryu, Sangwon", "Lee, Gary" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.918
https://aclanthology.org/2024.emnlp-main.918/
Poster
2407.15286
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
[ "Liu, Guangliang", "Mao, Haitao", "Tang, Jiliang", "Johnson, Kristen" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.919
https://aclanthology.org/2024.emnlp-main.919/
Poster
ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models
[ "Zhang, Fu", "Ding, Yifan", "Cheng, Jingwei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.920
https://aclanthology.org/2024.emnlp-main.920/
Poster
LM2: A Simple Society of Language Models Solves Complex Reasoning
[ "Juneja, Gurusha", "Dutta, Subhabrata", "Chakraborty, Tanmoy" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.921
https://aclanthology.org/2024.emnlp-main.921/
Poster
2410.17676
Towards a Similarity-adjusted Surprisal Theory
[ "Meister, Clara", "Giulianelli, Mario", "Pimentel, Tiago" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.922
https://aclanthology.org/2024.emnlp-main.922/
Poster
Multi-Level Information Retrieval Augmented Generation for Knowledge-based Visual Question Answering
[ "Omar, Adjali", "Ferret, Olivier", "Ghannay, Sahar", "Le Borgne, Herv{\\'e}" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.923
https://aclanthology.org/2024.emnlp-main.923/
Poster
2406.17274
Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization?
[ "He, Jianfeng", "Yang, Runing", "Yu, Linlin", "Li, Changbin", "Jia, Ruoxi", "Chen, Feng", "Jin, Ming", "Lu, Chang-Tien" ]
[ "https://github.com/he159ok/benchmark-of-uncertainty-estimation-methods-in-text-summarization" ]
[]
[]
[]
EMNLP2024
emnlp-main.924
https://aclanthology.org/2024.emnlp-main.924/
Poster
2407.00402
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
[ "Goldman, Omer", "Jacovi, Alon", "Slobodkin, Aviv", "Maimon, Aviya", "Dagan, Ido", "Tsarfaty, Reut" ]
https://huggingface.co/papers/2407.00402
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.925
https://aclanthology.org/2024.emnlp-main.925/
Poster
2409.04599
BPE Gets Picky: Efficient Vocabulary Refinement During Tokenizer Training
[ "Chizhov, Pavel", "Arnett, Catherine", "Korotkova, Elizaveta", "Yamshchikov, Ivan P." ]
https://huggingface.co/papers/2409.04599
[ "https://github.com/pchizhov/picky_bpe" ]
[]
[]
[]
EMNLP2024
emnlp-main.926
https://aclanthology.org/2024.emnlp-main.926/
Poster
2410.06519
SEGMENT+: Long Text Processing with Short-Context Language Models
[ "Shi, Wei", "Li, Shuang", "Yu, Kerun", "Chen, Jinglei", "Liang, Zujie", "Wu, Xinhui", "Qian, Yuxi", "Wei, Feng", "Zheng, Bo", "Liang, Jiaqing", "Chen, Jiangjie", "Xiao, Yanghua" ]
https://huggingface.co/papers/2410.06519
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.927
https://aclanthology.org/2024.emnlp-main.927/
Poster
Explicit Memory Learning with Expectation Maximization
[ "Yin, Zhangyue", "Sun, Qiushi", "Guo, Qipeng", "Zeng, Zhiyuan", "Cheng, Qinyuan", "Qiu, Xipeng", "Huang, Xuanjing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.928
https://aclanthology.org/2024.emnlp-main.928/
Poster
2410.08058
Closing the Loop: Learning to Generate Writing Feedback via Language Model Simulated Student Revisions
[ "Nair, Inderjeet Jayakumar", "Tan, Jiaye", "Su, Xiaotian", "Gere, Anne", "Wang, Xu", "Wang, Lu" ]
[ "https://github.com/launchnlp/PROF" ]
[]
[]
[]
EMNLP2024
emnlp-main.929
https://aclanthology.org/2024.emnlp-main.929/
Poster
2401.07324
Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
[ "Shen, Weizhou", "Li, Chenliang", "Chen, Hongzhan", "Yan, Ming", "Quan, Xiaojun", "Chen, Hehong", "Zhang, Ji", "Huang, Fei" ]
https://huggingface.co/papers/2401.07324
[ "https://github.com/x-plug/multi-llm-agent" ]
[]
[]
[]
EMNLP2024
emnlp-main.930
https://aclanthology.org/2024.emnlp-main.930/
Poster
2402.15055
Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions
[ "Neo, Clement", "Cohen, Shay B", "Barez, Fazl" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.931
https://aclanthology.org/2024.emnlp-main.931/
Poster
2410.03908
Still Not Quite There! Evaluating Large Language Models for Comorbid Mental Health Diagnosis
[ "Hengle, Amey", "Kulkarni, Atharva", "Patankar, Shantanu Deepak", "Ch", "rasekaran, Madhumitha", "D{'}silva, Sneha", "Jacob, Jemima S.", "Gupta, Rashmi" ]
https://huggingface.co/papers/2410.03908
[ "" ]
[]
[]
[ "mental-health-comorbidity-classification/ANGST" ]
EMNLP2024
emnlp-main.932
https://aclanthology.org/2024.emnlp-main.932/
Poster
2406.19307
The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning
[ "Cui, Shaobo", "Jin, Zhijing", "Sch{\\\"o}lkopf, Bernhard", "Faltings, Boi" ]
https://huggingface.co/papers/2406.19307
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.933
https://aclanthology.org/2024.emnlp-main.933/
Poster
2411.01706
Investigating Large Language Models for Complex Word Identification in Multilingual and Multidomain Setups
[ "Sm{\\u{a}}du, R{\\u{a}}zvan-Alex", "ru", "Ion, David-Gabriel", "Cercel, Dumitru-Clementin", "Pop, Florin", "Cercel, Mihaela-Claudia" ]
[ "https://github.com/razvanalex-phd/cwi_llm" ]
[]
[]
[]
EMNLP2024
emnlp-main.934
https://aclanthology.org/2024.emnlp-main.934/
Poster
2401.04700
Model Editing Harms General Abilities of Large Language Models: Regularization to the Rescue
[ "Gu, Jia-Chen", "Xu, Hao-Xiang", "Ma, Jun-Yu", "Lu, Pan", "Ling, Zhen-Hua", "Chang, Kai-Wei", "Peng, Nanyun" ]
https://huggingface.co/papers/2401.04700
[ "https://github.com/jasonforjoy/model-editing-hurt" ]
[]
[]
[]
EMNLP2024
emnlp-main.935
https://aclanthology.org/2024.emnlp-main.935/
Poster
2410.00149
Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done!
[ "Patel, Divya", "Patel, Pathik", "Ch", "er, Ankush", "Dasgupta, Sourish", "Chakraborty, Tanmoy" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.936
https://aclanthology.org/2024.emnlp-main.936/
Poster
2410.14204
MediTOD: An English Dialogue Dataset for Medical History Taking with Comprehensive Annotations
[ "Saley, Vishal Vivek", "Saha, Goonjan", "Das, Rocktim Jyoti", "Raghu, Dinesh", "., Mausam" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.937
https://aclanthology.org/2024.emnlp-main.937/
Poster
***YesBut***: A High-Quality Annotated Multimodal Dataset for evaluating Satire Comprehension capability of Vision-Language Models
[ "N", "y, Abhilash", "Agarwal, Yash", "Patwa, Ashish", "Das, Millon Madhur", "Bansal, Aman", "Raj, Ankit", "Goyal, Pawan", "Ganguly, Niloy" ]
[ "https://github.com/abhi1nandy2/yesbut_dataset" ]
[]
[]
[]
EMNLP2024
emnlp-main.938
https://aclanthology.org/2024.emnlp-main.938/
Poster
Working Memory Identifies Reasoning Limits in Language Models
[ "Zhang, Chunhui", "Jian, Yiren", "Ouyang, Zhongyu", "Vosoughi, Soroush" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.939
https://aclanthology.org/2024.emnlp-main.939/
Poster
2410.03658
RAFT: Realistic Attacks to Fool Text Detectors
[ "Wang, James Liyuan", "Li, Ran", "Yang, Junfeng", "Mao, Chengzhi" ]
[ "https://github.com/jameslwang/raft" ]
[]
[]
[]
EMNLP2024
emnlp-main.940
https://aclanthology.org/2024.emnlp-main.940/
Poster
LLM-Evolve: Evaluation for LLM's Evolving Capability on Benchmarks
[ "You, Jiaxuan", "Liu, Mingjie", "Prabhumoye, Shrimai", "Patwary, Mostofa", "Shoeybi, Mohammad", "Catanzaro, Bryan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.941
https://aclanthology.org/2024.emnlp-main.941/
Poster
2404.03865
FFN-SkipLLM: A Hidden Gem for Autoregressive Decoding with Adaptive Feed Forward Skipping
[ "Jaiswal, Ajay Kumar", "Hu, Bodun", "Yin, Lu", "Ro, Yeonju", "Chen, Tianlong", "Liu, Shiwei", "Akella, Aditya" ]
https://huggingface.co/papers/2404.03865
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.942
https://aclanthology.org/2024.emnlp-main.942/
Poster
2410.10349
LLM-based Code-Switched Text Generation for Grammatical Error Correction
[ "Potter, Tom", "Yuan, Zheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.943
https://aclanthology.org/2024.emnlp-main.943/
Poster
2410.05162
Deciphering the Interplay of Parametric and Non-parametric Memory in Retrieval-augmented Language Models
[ "Farahani, Mehrdad", "Johansson, Richard" ]
https://huggingface.co/papers/2410.05162
[ "https://github.com/m3hrdadfi/rag-memory-interplay" ]
[]
[]
[]
EMNLP2024
emnlp-main.944
https://aclanthology.org/2024.emnlp-main.944/
Poster
2406.11823
On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning
[ "Kim, Geewook", "Seo, Minjoon" ]
https://huggingface.co/papers/2406.11823
[ "https://github.com/naver-ai/elva" ]
[]
[]
[]
EMNLP2024
emnlp-main.945
https://aclanthology.org/2024.emnlp-main.945/
Poster
2406.12074
Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities
[ "He, Zihao", "Chu, Minh Duc", "Dorn, Rebecca", "Guo, Siyi", "Lerman, Kristina" ]
https://huggingface.co/papers/2406.12074
[ "" ]
[ "smarttang/blingsec" ]
[ "sunatte/txt2sql", "MachoMaheen/devdock4bit" ]
[]
EMNLP2024
emnlp-main.946
https://aclanthology.org/2024.emnlp-main.946/
Poster
2406.12572
Mathador-LM: A Dynamic Benchmark for Mathematical Reasoning on Large Language Models
[ "Kurtic, Eldar", "Moeini, Amir", "Alistarh, Dan" ]
[ "https://github.com/ist-daslab/mathador-lm" ]
[]
[]
[]
EMNLP2024
emnlp-main.947
https://aclanthology.org/2024.emnlp-main.947/
Poster
2409.09788
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models
[ "Liao, Yuan-Hong", "Mahmood, Rafid", "Fidler, Sanja", "Acuna, David" ]
https://huggingface.co/papers/2409.09788
[ "" ]
[]
[]
[ "andrewliao11/Q-Spatial-Bench" ]
EMNLP2024
emnlp-main.948
https://aclanthology.org/2024.emnlp-main.948/
Poster
One Thousand and One Pairs: A “novel” challenge for long-context language models
[ "Karpinska, Marzena", "Thai, Katherine", "Lo, Kyle", "Goyal, Tanya", "Iyyer, Mohit" ]
[ "https://github.com/marzenakrp/nocha" ]
[]
[]
[]
EMNLP2024
emnlp-main.949
https://aclanthology.org/2024.emnlp-main.949/
Poster
2407.10817
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
[ "Vu, Tu", "Krishna, Kalpesh", "Alzubi, Salaheddin", "Tar, Chris", "Faruqui, Manaal", "Sung, Yun-Hsuan" ]
https://huggingface.co/papers/2407.10817
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.950
https://aclanthology.org/2024.emnlp-main.950/
Poster
Do LLMs learn a true syntactic universal?
[ "Hale, John T.", "Stanojevi{\\'c}, Milo{\\v{s}}" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.951
https://aclanthology.org/2024.emnlp-main.951/
Poster
2410.15096
GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets
[ "Kwon, Oh Joon", "Matsunaga, Daiki E.", "Kim, Kee-Eung" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.952
https://aclanthology.org/2024.emnlp-main.952/
Poster
2402.11725
How Susceptible are Large Language Models to Ideological Manipulation?
[ "Chen, Kai", "He, Zihao", "Yan, Jun", "Shi, Taiwei", "Lerman, Kristina" ]
https://huggingface.co/papers/2402.11725
[ "https://github.com/kaichen23/llm_ideo_manipulate" ]
[]
[]
[]
EMNLP2024
emnlp-main.953
https://aclanthology.org/2024.emnlp-main.953/
Oral
2406.12680
Measuring Psychological Depth in Language Models
[ "Harel-Canada, Fabrice Y", "Zhou, Hanyu", "Muppalla, Sreya", "Yildiz, Zeynep Senahan", "Kim, Miryung", "Sahai, Amit", "Peng, Nanyun" ]
[ "https://github.com/PlusLabNLP/psychdepth" ]
[]
[]
[]
EMNLP2024
emnlp-main.954
https://aclanthology.org/2024.emnlp-main.954/
Poster
Media Attitude Detection via Framing Analysis with Events and their Relations
[ "Zhao, Jin", "Tu, Jingxuan", "Du, Han", "Xue, Nianwen" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.955
https://aclanthology.org/2024.emnlp-main.955/
Poster
2410.10864
Fill In The Gaps: Model Calibration and Generalization with Synthetic Data
[ "Ba, Yang", "Mancenido, Michelle V", "Pan, Rong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.956
https://aclanthology.org/2024.emnlp-main.956/
Poster
2410.04241
Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations
[ "Shaier, Sagi", "Kobren, Ari", "Ogren, Philip V." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.957
https://aclanthology.org/2024.emnlp-main.957/
Oral
2407.04952
Granular Privacy Control for Geolocation with Vision Language Models
[ "Mendes, Ethan", "Chen, Yang", "Hays, James", "Das, Sauvik", "Xu, Wei", "Ritter, Alan" ]
https://huggingface.co/papers/2407.04952
[ "https://github.com/ethanm88/GPTGeoChat" ]
[]
[]
[]
EMNLP2024
emnlp-main.958
https://aclanthology.org/2024.emnlp-main.958/
Oral
2405.02144
MedReadMe: A Systematic Study for Fine-grained Sentence Readability in Medical Domain
[ "Jiang, Chao", "Xu, Wei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.959
https://aclanthology.org/2024.emnlp-main.959/
Poster
2409.14703
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification
[ "Shah, Siddhant Bikram", "Shiwakoti, Shuvam", "Chaudhary, Maheep", "Wang, Haohan" ]
[ "https://github.com/siddhantbikram/memeclip" ]
[]
[]
[]
EMNLP2024
emnlp-main.960
https://aclanthology.org/2024.emnlp-main.960/
Poster
2410.00508
FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization
[ "Zhu, Mingye", "Liu, Yi", "Wang, Quan", "Guo, Junbo", "Mao, Zhendong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.961
https://aclanthology.org/2024.emnlp-main.961/
Poster
2311.09756
StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children's Story-Based Learning
[ "Chen, Jiaju", "Lu, Yuxuan", "Zhang, Shao", "Yao, Bingsheng", "Dong, Yuanzhe", "Xu, Ying", "Li, Yunyao", "Wang, Qianwen", "Wang, Dakuo", "Sun, Yuling" ]
[ "https://github.com/neuhai/storysparkqa" ]
[]
[]
[]
EMNLP2024
emnlp-main.962
https://aclanthology.org/2024.emnlp-main.962/
Poster
MedCoT: Medical Chain of Thought via Hierarchical Expert
[ "Liu, Jiaxiang", "Wang, Yuan", "Du, Jiawei", "Zhou, Joey Tianyi", "Liu, Zuozhu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.963
https://aclanthology.org/2024.emnlp-main.963/
Poster
Varying Sentence Representations via Condition-Specified Routers
[ "Lin, Ziyong", "Wang, Quansen", "Jia, Zixia", "Zheng, Zilong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.964
https://aclanthology.org/2024.emnlp-main.964/
Poster
2404.11095
Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues
[ "Ou, Jiao", "Wu, Jiayu", "Liu, Che", "Zhang, Fuzheng", "Zhang, Di", "Gai, Kun" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.965
https://aclanthology.org/2024.emnlp-main.965/
Poster
2403.00824
Information Flow Routes: Automatically Interpreting Language Models at Scale
[ "Ferr", "o, Javier", "Voita, Elena" ]
https://huggingface.co/papers/2403.00824
[ "https://github.com/facebookresearch/llm-transparency-tool" ]
[]
[]
[]
EMNLP2024
emnlp-main.966
https://aclanthology.org/2024.emnlp-main.966/
Poster
2410.04027
A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
[ "Zhou, Houquan", "Li, Zhenghua", "Zhang, Bo", "Li, Chen", "Lai, Shaopeng", "Zhang, Ji", "Huang, Fei", "Zhang, Min" ]
[ "https://github.com/Jacob-Zhou/simple-csc" ]
[]
[]
[]
EMNLP2024
emnlp-main.967
https://aclanthology.org/2024.emnlp-main.967/
Poster
2409.05448
Representational Analysis of Binding in Language Models
[ "Dai, Qin", "Heinzerling, Benjamin", "Inui, Kentaro" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.968
https://aclanthology.org/2024.emnlp-main.968/
Poster
2406.17626
CoSafe: Evaluating Large Language Model Safety in Multi-Turn Dialogue Coreference
[ "Yu, Erxin", "Li, Jing", "Liao, Ming", "Wang, Siqi", "Zuchen, Gao", "Mi, Fei", "Hong, Lanqing" ]
[ "https://github.com/ErxinYu/CoSafe-Dataset" ]
[]
[]
[]
EMNLP2024
emnlp-main.969
https://aclanthology.org/2024.emnlp-main.969/
Poster
2406.09818
ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures
[ "Schimanski, Tobias", "Ni, Jingwei", "Mart{\\'\\i}n, Roberto Spacey", "Ranger, Nicola", "Leippold, Markus" ]
https://huggingface.co/papers/2406.09818
[ "https://github.com/tobischimanski/climretrieve" ]
[]
[]
[]
EMNLP2024
emnlp-main.970
https://aclanthology.org/2024.emnlp-main.970/
Poster
2410.09123
Context-Aware Adapter Tuning for Few-Shot Relation Learning in Knowledge Graphs
[ "Ran, Liu", "Liu, Zhongzhou", "Li, Xiaoli", "Fang, Yuan" ]
[ "https://github.com/liuran998/RelAdapter" ]
[]
[]
[]
EMNLP2024
emnlp-main.971
https://aclanthology.org/2024.emnlp-main.971/
Poster
2409.16914
Zero-Shot Detection of LLM-Generated Text using Token Cohesiveness
[ "Ma, Shixuan", "Wang, Quan" ]
[ "https://github.com/shixuan-ma/tocsin" ]
[]
[]
[]
EMNLP2024
emnlp-main.972
https://aclanthology.org/2024.emnlp-main.972/
Poster
Dual-oriented Disentangled Network with Counterfactual Intervention for Multimodal Intent Detection
[ "Chen, Zhanpeng", "Zhu, Zhihong", "Zhuang, Xianwei", "Huang, Zhiqi", "Zou, Yuexian" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.973
https://aclanthology.org/2024.emnlp-main.973/
Poster
2406.14859
From LLMs to MLLMs: Exploring the Landscape of Multimodal Jailbreaking
[ "Wang, Siyuan", "Long, Zhuohan", "Fan, Zhihao", "Wei, Zhongyu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.974
https://aclanthology.org/2024.emnlp-main.974/
Poster
2408.13654
Symbolic Working Memory Enhances Language Models for Complex Rule Application
[ "Wang, Siyuan", "Wei, Zhongyu", "Choi, Yejin", "Ren, Xiang" ]
[ "https://github.com/siyuanwangw/ruleapplication" ]
[]
[]
[]
EMNLP2024
emnlp-main.975
https://aclanthology.org/2024.emnlp-main.975/
Poster
2404.07979
LLoCO: Learning Long Contexts Offline
[ "Tan, Sijun", "Li, Xiuyu", "Patil, Shishir G", "Wu, Ziyang", "Zhang, Tianjun", "Keutzer, Kurt", "Gonzalez, Joseph E.", "Popa, Raluca Ada" ]
https://huggingface.co/papers/2404.07979
[ "https://github.com/jeffreysijuntan/lloco" ]
[]
[ "xiuyul/Lloco-7b-qasper", "xiuyul/Lloco-7b-nqa", "xiuyul/Lloco-7b-qmsum", "xiuyul/Lloco-7b-hqa", "xiuyul/Lloco-7b-quality" ]
[]
EMNLP2024
emnlp-main.976
https://aclanthology.org/2024.emnlp-main.976/
Poster
2402.16030
Don't Forget Your Reward Values: Language Model Alignment via Value-based Calibration
[ "Mao, Xin", "Li, Feng-Lin", "Xu, Huimin", "Zhang, Wei", "Chen, Wang", "Luu, Anh Tuan" ]
[ "https://github.com/maoxinn/vcb" ]
[]
[]
[]
EMNLP2024
emnlp-main.977
https://aclanthology.org/2024.emnlp-main.977/
Poster
2410.09037
Mentor-KD: Making Small Language Models Better Multi-step Reasoners
[ "Lee, Hojae", "Kim, Junho", "Lee, SangKeun" ]
https://huggingface.co/papers/2410.09037
[ "https://github.com/2hojae/mentor-kd" ]
[]
[]
[]
EMNLP2024
emnlp-main.978
https://aclanthology.org/2024.emnlp-main.978/
Oral
2407.13248
Are Large Language Models Capable of Generating Human-Level Narratives?
[ "Tian, Yufei", "Huang, Tenghao", "Liu, Miri", "Jiang, Derek", "Spangher, Alex", "er", "Chen, Muhao", "May, Jonathan", "Peng, Nanyun" ]
[ "https://github.com/pluslabnlp/narrative-discourse" ]
[]
[]
[]
EMNLP2024
emnlp-main.979
https://aclanthology.org/2024.emnlp-main.979/
Poster
2403.05814
MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs
[ "Hwang, Yerin", "Kim, Yongil", "Jang, Yunah", "Bang, Jeesoo", "Bae, Hyunkyung", "Jung, Kyomin" ]
https://huggingface.co/papers/2403.05814
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.980
https://aclanthology.org/2024.emnlp-main.980/
Poster
Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction
[ "Lu, Haohui", "Naseem, Usman" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.981
https://aclanthology.org/2024.emnlp-main.981/
Poster
2407.01219
Searching for Best Practices in Retrieval-Augmented Generation
[ "Wang, Xiaohua", "Wang, Zhenghua", "Gao, Xuan", "Zhang, Feiran", "Wu, Yixin", "Xu, Zhibo", "Shi, Tianyuan", "Wang, Zhengyuan", "Li, Shizheng", "Qian, Qi", "Yin, Ruicheng", "Lv, Changze", "Zheng, Xiaoqing", "Huang, Xuanjing" ]
https://huggingface.co/papers/2407.01219
[ "https://github.com/FudanDNN-NLP/RAG" ]
[]
[]
[]
EMNLP2024
emnlp-main.982
https://aclanthology.org/2024.emnlp-main.982/
Poster
2310.15337
Moral Foundations of Large Language Models
[ "Abdulhai, Marwa", "Serapio-Garc{\\'\\i}a, Gregory", "Crepy, Clement", "Valter, Daria", "Canny, John", "Jaques, Natasha" ]
https://huggingface.co/papers/2310.15337
[ "https://github.com/abdulhaim/moral_foundations_llm" ]
[]
[]
[]
EMNLP2024
emnlp-main.983
https://aclanthology.org/2024.emnlp-main.983/
Poster
2410.20817
The Zeno's Paradox of `Low-Resource' Languages
[ "Nigatu, Hellina Hailu", "Tonja, Atnafu Lambebo", "Rosman, Benjamin", "Solorio, Thamar", "Choudhury, Monojit" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.984
https://aclanthology.org/2024.emnlp-main.984/
Poster
2409.14907
Knowledge Planning in Large Language Models for Domain-Aligned Counseling Summarization
[ "Srivastava, Aseem", "Joshi, Smriti", "Chakraborty, Tanmoy", "Akhtar, Md Shad" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.985
https://aclanthology.org/2024.emnlp-main.985/
Poster
2409.17073
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition
[ "Ramu, Pritika", "Goswami, Koustava", "Saxena, Apoorv", "Srinivasan, Balaji Vasan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.986
https://aclanthology.org/2024.emnlp-main.986/
Poster
2406.13912
From Descriptive Richness to Bias: Unveiling the Dark Side of Generative Image Caption Enrichment
[ "Hirota, Yusuke", "Hachiuma, Ryo", "Yang, Chao-Han Huck", "Nakashima, Yuta" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.987
https://aclanthology.org/2024.emnlp-main.987/
Poster
2406.16330
Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging
[ "Liu, Deyuan", "Qin, Zhanyue", "Wang, Hairu", "Yang, Zhao", "Wang, Zecheng", "Rong, Fangying", "Liu, Qingbin", "Hao, Yanchao", "Li, Bo", "Chen, Xi", "Fan, Cunhang", "Lv, Zhao", "Chu, Dianhui", "Tu, Zhiying", "Sui, Dianbo" ]
https://huggingface.co/papers/2406.16330
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.988
https://aclanthology.org/2024.emnlp-main.988/
Poster
2403.11747
Embedded Named Entity Recognition using Probing Classifiers
[ "Popovic, Nicholas", "F{\\\"a}rber, Michael" ]
https://huggingface.co/papers/2403.11747
[ "https://github.com/nicpopovic/stoke" ]
[]
[]
[]
EMNLP2024
emnlp-main.989
https://aclanthology.org/2024.emnlp-main.989/
Poster
2409.14552
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training
[ "Zhang, Zhou", "Tan, Dongzeng", "Wang, Jiaan", "Chen, Yilong", "Xu, Jiarong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.990
https://aclanthology.org/2024.emnlp-main.990/
Poster
2406.13236
Data Contamination Can Cross Language Barriers
[ "Yao, Feng", "Zhuang, Yufan", "Sun, Zihao", "Xu, Sunan", "Kumar, Animesh", "Shang, Jingbo" ]
https://huggingface.co/papers/2406.13236
[ "https://github.com/shangdatalab/deep-contam" ]
[]
[]
[]
EMNLP2024
emnlp-main.991
https://aclanthology.org/2024.emnlp-main.991/
Poster
Automated Essay Scoring: A Reflection on the State of the Art
[ "Li, Shengjie", "Ng, Vincent" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.992
https://aclanthology.org/2024.emnlp-main.992/
Poster
2305.19118
Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
[ "Liang, Tian", "He, Zhiwei", "Jiao, Wenxiang", "Wang, Xing", "Wang, Yan", "Wang, Rui", "Yang, Yujiu", "Shi, Shuming", "Tu, Zhaopeng" ]
https://huggingface.co/papers/2305.19118
[ "https://github.com/skytliang/multi-agents-debate" ]
[]
[]
[]
EMNLP2024
emnlp-main.993
https://aclanthology.org/2024.emnlp-main.993/
Poster
2410.15438
Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
[ "Zhou, Xin", "Nie, Ping", "Guo, Yiwen", "Wei, Haojie", "Zhang, Zhanqiu", "Minervini, Pasquale", "Ma, Ruotian", "Gui, Tao", "Zhang, Qi", "Huang, Xuanjing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.994
https://aclanthology.org/2024.emnlp-main.994/
Poster
CURE: Context- and Uncertainty-Aware Mental Disorder Detection
[ "Kang, Migyeong", "Choi, Goun", "Jeon, Hyolim", "An, Ji Hyun", "Choi, Daejin", "Han, Jinyoung" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.995
https://aclanthology.org/2024.emnlp-main.995/
Poster
PepRec: Progressive Enhancement of Prompting for Recommendation
[ "Yu, Yakun", "Qi, Shi-ang", "Li, Baochun", "Niu, Di" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.996
https://aclanthology.org/2024.emnlp-main.996/
Poster
In-Context Compositional Generalization for Large Vision-Language Models
[ "Li, Chuanhao", "Jing, Chenchen", "Li, Zhen", "Zhai, Mingliang", "Wu, Yuwei", "Jia, Yunde" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.997
https://aclanthology.org/2024.emnlp-main.997/
Poster
2406.13331
Improving Zero-shot LLM Re-Ranker with Risk Minimization
[ "Yuan, Xiaowei", "Yang, Zhao", "Wang, Yequan", "Zhao, Jun", "Liu, Kang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.998
https://aclanthology.org/2024.emnlp-main.998/
Poster
Game on Tree: Visual Hallucination Mitigation via Coarse-to-Fine View Tree and Game Theory
[ "Zhuang, Xianwei", "Zhu, Zhihong", "Chen, Zhanpeng", "Xie, Yuxin", "Liang, Liming", "Zou, Yuexian" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.999
https://aclanthology.org/2024.emnlp-main.999/
Poster
2410.05748
Label Confidence Weighted Learning for Target-level Sentence Simplification
[ "Qiu, Xin Ying", "Zhang, Jingshen" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1000
https://aclanthology.org/2024.emnlp-main.1000/
Poster
Quantum Recurrent Architectures for Text Classification
[ "Xu, Wenduan", "Clark, Stephen", "Brown, Douglas", "Matos, Gabriel", "Meichanetzidis, Konstantinos" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1001
https://aclanthology.org/2024.emnlp-main.1001/
Poster
2410.06634
Tree of Problems: Improving structured problem solving with compositionality
[ "Zebaze, Armel R", "y", "Sagot, Beno{\\^\\i}t", "Bawden, Rachel" ]
https://huggingface.co/papers/2410.06634
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1002
https://aclanthology.org/2024.emnlp-main.1002/
Poster
2410.00545
What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study
[ "Savoldi, Beatrice", "Papi, Sara", "Negri, Matteo", "Guerberof-Arenas, Ana", "Bentivogli, Luisa" ]
https://huggingface.co/papers/2410.00545
[ "https://github.com/bsavoldi/post-edit_guidelines" ]
[]
[]
[ "FBK-MT/gender-bias-PE" ]
EMNLP2024
emnlp-main.1003
https://aclanthology.org/2024.emnlp-main.1003/
Poster
2410.06802
Seg2Act: Global Context-aware Action Generation for Document Logical Structuring
[ "Li, Zichao", "He, Shaojie", "Liao, Meng", "Chen, Xuanang", "Lu, Yaojie", "Lin, Hongyu", "Lu, Yanxiong", "Han, Xianpei", "Sun, Le" ]
[ "https://github.com/cascip/seg2act" ]
[]
[]
[]
EMNLP2024