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emnlp-main.441
https://aclanthology.org/2024.emnlp-main.441/
Poster
2407.02118
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Zheng, Wenzhen", "Pan, Wenbo", "Xu, Xu", "Qin, Libo", "Yue, Li", "Zhou, Ming" ]
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale
null
null
null
false
findings-emnlp.602
https://aclanthology.org/2024.findings-emnlp.602/
Poster
2407.02211
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Zou, Jiaru", "Zhou, Mengyu", "Li, Tao", "Han, Shi", "Zhang, Dongmei" ]
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuning
2407.02211
null
null
null
false
findings-emnlp.759
https://aclanthology.org/2024.findings-emnlp.759/
Poster
2407.02233
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Wu, Ian", "Jayanthi, Sravan", "Viswanathan, Vijay", "Rosenberg, Simon", "Pakazad, Sina Khoshfetrat", "Wu, Tongshuang", "Neubig, Graham" ]
Synthetic Multimodal Question Generation
2407.02233
null
null
null
false
findings-emnlp.783
https://aclanthology.org/2024.findings-emnlp.783/
Poster
2407.02333
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Hinck, Musashi", "Holtermann, Carolin", "Olson, Matthew Lyle", "Schneider, Florian", "Yu, Sungduk", "Bhiw", "iwalla, Anahita", "Lauscher, Anne", "Tseng, Shao-Yen", "Lal, Vasudev" ]
Why do LLaVA Vision-Language Models Reply to Images in English?
2407.02333
null
null
null
false
emnlp-main.437
https://aclanthology.org/2024.emnlp-main.437/
Poster
2407.02345
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Tang, Yihong", "Wang, Bo", "Zhao, Dongming", "Jinxiaojia, Jinxiaojia", "Zhangjijun, Zhangjijun", "He, Ruifang", "Hou, Yuexian" ]
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space
null
null
null
false
emnlp-main.470
https://aclanthology.org/2024.emnlp-main.470/
Poster
2407.02352
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Sahu, Pritish", "Sikka, Karan", "Divakaran, Ajay" ]
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
null
null
null
false
findings-emnlp.633
https://aclanthology.org/2024.findings-emnlp.633/
Poster
2407.02716
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Han, Xu", "Jin, Linghao", "Ma, Xuezhe", "Liu, Xiaofeng" ]
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models
null
null
null
false
emnlp-main.878
https://aclanthology.org/2024.emnlp-main.878/
Poster
2407.02814
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Weng, Zhaotian", "Gao, Zijun", "Andrews, Jerone", "Zhao, Jieyu" ]
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective
null
null
null
false
nlp4science-1.22
https://aclanthology.org/2024.nlp4science-1.22/
Poster
2407.02885
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Wasi, Azmine Toushik", "Islam, Mst Rafia" ]
CogErgLLM: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics
null
null
null
false
emnlp-main.656
https://aclanthology.org/2024.emnlp-main.656/
Poster
2407.02987
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Elesedy, Hayder", "Esperanca, Pedro M", "Oprea, Silviu Vlad", "Ozay, Mete" ]
LoRA-Guard: Parameter-Efficient Guardrail Adaptation for Content Moderation of Large Language Models
2407.02987
null
null
null
false
emnlp-main.137
https://aclanthology.org/2024.emnlp-main.137/
Poster
2407.03000
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Hu, Zhe", "Ren, Yixiao", "Li, Jing", "Yin, Yu" ]
VIVA: A Benchmark for Vision-Grounded Decision-Making with Human Values
null
null
null
false
findings-emnlp.935
https://aclanthology.org/2024.findings-emnlp.935/
Poster
2407.03211
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Marchisio, Kelly", "Dash, Saurabh", "Chen, Hongyu", "Aumiller, Dennis", "{\\\"U}st{\\\"u}n, Ahmet", "Hooker, Sara", "Ruder, Sebastian" ]
How Does Quantization Affect Multilingual LLMs?
2407.03211
null
null
null
false
emnlp-main.449
https://aclanthology.org/2024.emnlp-main.449/
Poster
2407.03227
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Shen, Zhili", "Vougiouklis, Pavlos", "Diao, Chenxin", "Vyas, Kaustubh", "Ji, Yuanyi", "Pan, Jeff Z." ]
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
null
null
null
false
findings-emnlp.656
https://aclanthology.org/2024.findings-emnlp.656/
Poster
2407.03585
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Furumai, Kazuaki", "Legaspi, Roberto", "Romero, Julio Cesar Vizcarra", "Yamazaki, Yudai", "Nishimura, Yasutaka", "Semnani, Sina", "Ikeda, Kazushi", "Shi, Weiyan", "Lam, Monica" ]
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval
2407.03585
null
null
null
false
emnlp-main.471
https://aclanthology.org/2024.emnlp-main.471/
Poster
2407.03623
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Hirota, Yusuke", "Andrews, Jerone", "Zhao, Dora", "Papakyriakopoulos, Orestis", "Modas, Apostolos", "Nakashima, Yuta", "Xiang, Alice" ]
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
null
null
null
false
findings-emnlp.276
https://aclanthology.org/2024.findings-emnlp.276/
Poster
2407.03993
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Wang, Yongjie", "Qiu, Xiaoqi", "Yue, Yu", "Guo, Xu", "Zeng, Zhiwei", "Feng, Yuhong", "Shen, Zhiqi" ]
A Survey on Natural Language Counterfactual Generation
null
null
null
false
findings-emnlp.508
https://aclanthology.org/2024.findings-emnlp.508/
Poster
2407.03994
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Tao, Mingxu", "Zhang, Chen", "Huang, Quzhe", "Ma, Tianyao", "Huang, Songfang", "Zhao, Dongyan", "Feng, Yansong" ]
Unlocking the Potential of Model Merging for Low-Resource Languages
null
null
null
false
emnlp-main.764
https://aclanthology.org/2024.emnlp-main.764/
Oral
2407.04069
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Laskar, Md Tahmid Rahman", "Alqahtani, Sawsan", "Bari, M Saiful", "Rahman, Mizanur", "Khan, Mohammad Abdullah Matin", "Khan, Haidar", "Jahan, Israt", "Bhuiyan, Amran", "Tan, Chee Wei", "Parvez, Md Rizwan", "Hoque, Enamul", "Joty, Shafiq", "Huang, Jimmy" ]
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
2407.04069
null
null
null
false
emnlp-main.1167
https://aclanthology.org/2024.emnlp-main.1167/
Poster
2407.04444
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Kumar, Shashi", "Madikeri, Srikanth", "Zuluaga Gomez, Juan Pablo", "Thorbecke, Iuliia", "Villatoro-tello, Esa{\\'u}", "Burdisso, Sergio", "Motlicek, Petr", "S, Karthik P", "ia D", "Ganapathiraju, Aravind" ]
TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR
2407.04444
null
null
null
false
emnlp-main.1081
https://aclanthology.org/2024.emnlp-main.1081/
Poster
2407.04528
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Ficek, Aleks", "er", "Zeng, Jiaqi", "Kuchaiev, Oleksii" ]
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning
null
null
null
false
emnlp-main.146
https://aclanthology.org/2024.emnlp-main.146/
Poster
2407.05216
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Chiang, Cheng-Han", "Chen, Wei-Chih", "Kuan, Chun-Yi", "Yang, Chienchou", "Lee, Hung-yi" ]
Large Language Model as an Assignment Evaluator: Insights, Feedback, and Challenges in a 1000+ Student Course
null
null
null
false
wmt-1.111
https://aclanthology.org/2024.wmt-1.111/
Poster
2407.05489
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Pitorro, Hugo", "Vasylenko, Pavlo", "Treviso, Marcos", "Martins, Andr{\\'e}" ]
How Effective Are State Space Models for Machine Translation?
null
null
null
false
emnlp-main.465
https://aclanthology.org/2024.emnlp-main.465/
Poster
2407.05682
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Sun, Hao", "Jiang, Yong", "Wang, Bo", "Hou, Yingyan", "Zhang, Yan", "Xie, Pengjun", "Huang, Fei" ]
Retrieved In-Context Principles from Previous Mistakes
null
null
null
false
emnlp-main.1105
https://aclanthology.org/2024.emnlp-main.1105/
Poster
2407.06004
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Jung, Chani", "Kim, Dongkwan", "Jin, Jiho", "Kim, Jiseon", "Seonwoo, Yeon", "Choi, Yejin", "Oh, Alice", "Kim, Hyunwoo" ]
Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models
2407.06004
null
null
null
false
emnlp-main.254
https://aclanthology.org/2024.emnlp-main.254/
Poster
2407.06304
EMNLP2024
null
null
9
1
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-07-10
[ "Fang, Yuwei", "Menapace, Willi", "Siarohin, Aliaks", "r", "Chen, Tsai-Shien", "Wang, Kuan-Chieh", "Skorokhodov, Ivan", "Neubig, Graham", "Tulyakov, Sergey" ]
VIMI: Grounding Video Generation through Multi-modal Instruction
2407.06304
null
null
null
false
emnlp-main.596
https://aclanthology.org/2024.emnlp-main.596/
Oral
2407.06380
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Parmar, Jupinder", "Prabhumoye, Shrimai", "Jennings, Joseph", "Liu, Bo", "Jhunjhunwala, Aastha", "Wang, Zhilin", "Patwary, Mostofa", "Shoeybi, Mohammad", "Catanzaro, Bryan" ]
Data, Data Everywhere: A Guide for Pretraining Dataset Construction
2407.06380
null
null
null
false
emnlp-main.1164
https://aclanthology.org/2024.emnlp-main.1164/
Poster
2407.06677
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Gong, Zhuocheng", "Lv, Ang", "Guan, Jian", "Wu, Wei", "Zhang, Huishuai", "Huang, Minlie", "Zhao, Dongyan", "Yan, Rui" ]
Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
null
null
null
false
findings-emnlp.251
https://aclanthology.org/2024.findings-emnlp.251/
Poster
2407.06908
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Plaza-del-Arco, Flor Miriam", "Curry, Am", "a Cercas", "Paoli, Susanna", "Cercas Curry, Alba", "Hovy, Dirk" ]
Divine LLaMAs: Bias, Stereotypes, Stigmatization, and Emotion Representation of Religion in Large Language Models
null
null
null
false
emnlp-main.211
https://aclanthology.org/2024.emnlp-main.211/
Poster
2407.07840
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Yang, Qian", "Yan, Weixiang", "Agrawal, Aishwarya" ]
Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison
null
null
null
false
emnlp-main.1012
https://aclanthology.org/2024.emnlp-main.1012/
Poster
2407.08582
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Liu, Junteng", "Chen, Shiqi", "Cheng, Yu", "He, Junxian" ]
On the Universal Truthfulness Hyperplane Inside LLMs
null
null
null
false
findings-emnlp.1000
https://aclanthology.org/2024.findings-emnlp.1000/
Poster
2407.08699
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Alex", "rov, Anton", "Raychev, Veselin", "Mueller, Mark Niklas", "Zhang, Ce", "Vechev, Martin", "Toutanova, Kristina" ]
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging
2407.08699
null
null
null
false
findings-emnlp.430
https://aclanthology.org/2024.findings-emnlp.430/
Poster
2407.09435
EMNLP2024
null
null
20
2
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-07-15
[ "Echterhoff, Jessica Maria", "Faghri, Fartash", "Vemulapalli, Raviteja", "Hu, Ting-Yao", "Li, Chun-Liang", "Tuzel, Oncel", "Pouransari, Hadi" ]
MUSCLE: A Model Update Strategy for Compatible LLM Evolution
2407.09435
null
null
null
false
mrl-1.2
https://aclanthology.org/2024.mrl-1.2/
Poster
2407.09704
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Mihaylov, Viktor", "Shtedritski, Aleks", "ar" ]
What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages
null
null
null
false
nlp4science-1.3
https://aclanthology.org/2024.nlp4science-1.3/
Poster
2407.09704
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Mihaylov, Viktor", "Shtedritski, Aleks", "ar" ]
What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages
null
null
null
false
emnlp-main.820
https://aclanthology.org/2024.emnlp-main.820/
Poster
2407.10241
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Fan, Zhiting", "Chen, Ruizhe", "Xu, Ruiling", "Liu, Zuozhu" ]
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
null
null
null
false
emnlp-main.949
https://aclanthology.org/2024.emnlp-main.949/
Poster
2407.10817
EMNLP2024
null
null
13
2
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-07-16
[ "Vu, Tu", "Krishna, Kalpesh", "Alzubi, Salaheddin", "Tar, Chris", "Faruqui, Manaal", "Sung, Yun-Hsuan" ]
Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
2407.10817
null
null
null
false
emnlp-main.329
https://aclanthology.org/2024.emnlp-main.329/
Oral
2407.10920
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Nayak, Shravan", "Jain, Kanishk", "Awal, Rabiul", "Reddy, Siva", "Steenkiste, Sjoerd Van", "Hendricks, Lisa Anne", "Stanczak, Karolina", "Agrawal, Aishwarya" ]
Benchmarking Vision Language Models for Cultural Understanding
null
null
null
false
emnlp-main.597
https://aclanthology.org/2024.emnlp-main.597/
Poster
2407.10930
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Soylu, Dilara", "Potts, Christopher", "Khattab, Omar" ]
Fine-Tuning and Prompt Optimization: Two Great Steps that Work Better Together
2407.10930
null
null
null
false
findings-emnlp.973
https://aclanthology.org/2024.findings-emnlp.973/
Poster
2407.11229
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Mukhopadhyay, Srija", "Qidwai, Adnan", "Garimella, Aparna", "Ramu, Pritika", "Gupta, Vivek", "Roth, Dan" ]
Unraveling the Truth: Do VLMs really Understand Charts? A Deep Dive into Consistency and Robustness
null
null
null
false
emnlp-main.176
https://aclanthology.org/2024.emnlp-main.176/
Poster
2407.11854
EMNLP2024
null
null
2
2
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-07-18
[ "Latouche, Gaetan Lopez", "Carbonneau, Marc-Andr{\\'e}", "Swanson, Benjamin" ]
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection
2407.11854
null
null
null
false
findings-emnlp.425
https://aclanthology.org/2024.findings-emnlp.425/
Poster
2407.12108
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Amin, Kareem", "Bie, Alex", "Kong, Weiwei", "Kurakin, Alexey", "Ponomareva, Natalia", "Syed, Umar", "Terzis, Andreas", "Vassilvitskii, Sergei" ]
Private prediction for large-scale synthetic text generation
null
null
null
false
emnlp-industry.41
https://aclanthology.org/2024.emnlp-industry.41/
Poster
2407.12508
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Han, Donghoon", "Park, Eunhwan", "Lee, Gisang", "Lee, Adam", "Kwak, Nojun" ]
MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline
null
null
null
false
findings-emnlp.83
https://aclanthology.org/2024.findings-emnlp.83/
Poster
2407.12735
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Yan, Yibin", "Xie, Weidi" ]
EchoSight: Advancing Visual-Language Models with Wiki Knowledge
null
null
null
false
emnlp-main.700
https://aclanthology.org/2024.emnlp-main.700/
Poster
2407.12828
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Qin, Jiaxin", "Zhang, Zixuan", "Han, Chi", "Yu, Pengfei", "Li, Manling", "Ji, Heng" ]
Why Does New Knowledge Create Messy Ripple Effects in LLMs?
null
null
null
false
findings-emnlp.758
https://aclanthology.org/2024.findings-emnlp.758/
Poster
2407.13141
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Gulati, Aryan", "Dong, Xingjian", "Hurtado, Carlos", "Shekkizhar, Sarath", "Swayamdipta, Swabha", "Ortega, Antonio" ]
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression
null
null
null
false
emnlp-industry.20
https://aclanthology.org/2024.emnlp-industry.20/
Oral
2407.13300
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Udagawa, Takuma", "Suzuki, Masayuki", "Muraoka, Masayasu", "Kurata, Gakuto" ]
Robust ASR Error Correction with Conservative Data Filtering
null
null
null
false
findings-emnlp.359
https://aclanthology.org/2024.findings-emnlp.359/
Poster
2407.13945
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Wang, Zhuoer", "Ribeiro, Leonardo F. R.", "Papangelis, Alex", "ros", "Mukherjee, Rohan", "Wang, Tzu-Yen", "Zhao, Xinyan", "Biswas, Arijit", "Caverlee, James", "Metallinou, Angeliki" ]
FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking
null
null
null
false
emnlp-main.696
https://aclanthology.org/2024.emnlp-main.696/
Poster
2407.14259
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Vitsakis, Nikolas", "Parekh, Amit", "Konstas, Ioannis" ]
Voices in a Crowd: Searching for clusters of unique perspectives
null
null
null
false
emnlp-industry.109
https://aclanthology.org/2024.emnlp-industry.109/
Poster
2407.14346
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Mohankumar, Akash Kumar", "K, Gururaj", "Madan, Gagan", "Singh, Amit" ]
Improving Retrieval in Sponsored Search by Leveraging Query Context Signals
null
null
null
false
findings-emnlp.416
https://aclanthology.org/2024.findings-emnlp.416/
Poster
2407.15017
EMNLP2024
null
null
33
2
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-07-23
[ "Wang, Mengru", "Yao, Yunzhi", "Xu, Ziwen", "Qiao, Shuofei", "Deng, Shumin", "Wang, Peng", "Chen, Xiang", "Gu, Jia-Chen", "Jiang, Yong", "Xie, Pengjun", "Huang, Fei", "Chen, Huajun", "Zhang, Ningyu" ]
Knowledge Mechanisms in Large Language Models: A Survey and Perspective
2407.15017
null
null
null
false
findings-emnlp.220
https://aclanthology.org/2024.findings-emnlp.220/
Poster
2407.15021
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Hwang, EunJeong", "Zhou, Yichao", "Wendt, James Bradley", "Gunel, Beliz", "Vo, Nguyen", "Xie, Jing", "Tata, S", "eep" ]
Enhancing Incremental Summarization with Structured Representations
null
null
null
false
emnlp-main.918
https://aclanthology.org/2024.emnlp-main.918/
Poster
2407.15286
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Liu, Guangliang", "Mao, Haitao", "Tang, Jiliang", "Johnson, Kristen" ]
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis
null
null
null
false
emnlp-main.476
https://aclanthology.org/2024.emnlp-main.476/
Poster
2407.15366
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Xu, Rongwu", "Zhou, Zian", "Zhang, Tianwei", "Qi, Zehan", "Yao, Su", "Xu, Ke", "Xu, Wei", "Qiu, Han" ]
Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
2407.15366
null
null
null
false
findings-emnlp.118
https://aclanthology.org/2024.findings-emnlp.118/
Poster
2407.15762
EMNLP2024
null
null
9
2
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-07-23
[ "Wang, Kaiwen", "Kidambi, Rahul", "Sullivan, Ryan", "Agarwal, Alekh", "Dann, Christoph", "Michi, Andrea", "Gelmi, Marco", "Li, Yunxuan", "Gupta, Raghav", "Dubey, Kumar Avinava", "Rame, Alex", "re", "Ferret, Johan", "Cideron, Geoffrey", "Hou, Le", "Yu, Hongkun", "Ahmed, Amr", "Mehta, Aranyak", "Hussenot, Leonard", "Bachem, Olivier", "Leurent, Edouard" ]
Conditional Language Policy: A General Framework For Steerable Multi-Objective Finetuning
2407.15762
null
null
null
false
findings-emnlp.461
https://aclanthology.org/2024.findings-emnlp.461/
Poster
2407.15975
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Shen, Jiaming", "Liu, Tianqi", "Liu, Jialu", "Qin, Zhen", "Pavagadhi, Jay", "Baumgartner, Simon", "Bendersky, Michael" ]
Multilingual Fine-Grained News Headline Hallucination Detection
null
null
null
false
emnlp-industry.66
https://aclanthology.org/2024.emnlp-industry.66/
Poster
2407.16833
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Li, Zhuowan", "Li, Cheng", "Zhang, Mingyang", "Mei, Qiaozhu", "Bendersky, Michael" ]
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach
2407.16833
null
null
null
false
findings-emnlp.1003
https://aclanthology.org/2024.findings-emnlp.1003/
Poster
2407.17125
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Sedova, Anastasiia", "Litschko, Robert", "Frassinelli, Diego", "Roth, Benjamin", "Plank, Barbara" ]
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity
null
null
null
false
emnlp-main.903
https://aclanthology.org/2024.emnlp-main.903/
Poster
2407.17467
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Gu, Jiawei", "Yang, Zacc", "Ding, Chuanghao", "Zhao, Rui", "Tan, Fei" ]
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models
null
null
null
false
emnlp-industry.77
https://aclanthology.org/2024.emnlp-industry.77/
Poster
2407.18103
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Guo, Tian", "Hauptmann, Emmanuel" ]
Fine-Tuning Large Language Models for Stock Return Prediction Using Newsflow
null
null
null
false
emnlp-main.369
https://aclanthology.org/2024.emnlp-main.369/
Poster
2407.18391
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Pi, Xinyu", "Wu, Mingyuan", "Jiang, Jize", "Zheng, Haozhen", "Tian, Beitong", "Zhai, ChengXiang", "Nahrstedt, Klara", "Hu, Zhiting" ]
UOUO: Uncontextualized Uncommon Objects for Measuring Knowledge Horizons of Vision Language Models
2407.18391
null
null
null
false
findings-emnlp.1
https://aclanthology.org/2024.findings-emnlp.1/
Poster
2407.19568
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Wei, Kangda", "Gautam, Aayush", "Huang, Ruihong" ]
Are LLMs Good Annotators for Discourse-level Event Relation Extraction?
null
null
null
false
emnlp-industry.50
https://aclanthology.org/2024.emnlp-industry.50/
Poster
2407.21488
EMNLP2024
[ "cs.IR", "cs.AI" ]
cs.IR
null
null
0
0
0
null
null
null
2024-08-01
[ "Kuai, Zhirui", "Chen, Zuxu", "Wang, Huimu", "Li, Mingming", "Miao, Dadong", "Binbin, Wang", "Chen, Xusong", "Kuang, Li", "Han, Yuxing", "Wang, Jiaxing", "Tang, Guoyu", "Liu, Lin", "Wang, Songlin", "Zhuo, Jingwei" ]
Breaking the Hourglass Phenomenon of Residual Quantization: Enhancing the Upper Bound of Generative Retrieval
null
null
null
false
emnlp-industry.22
https://aclanthology.org/2024.emnlp-industry.22/
Poster
2408.00008
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Yao, Yuhang", "Jin, Han", "Shah, Alay Dilipbhai", "Han, Shanshan", "Hu, Zijian", "Stripelis, Dimitris", "Ran, Yide", "Xu, Zhaozhuo", "Avestimehr, Salman", "He, Chaoyang" ]
ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency
null
null
null
false
findings-emnlp.635
https://aclanthology.org/2024.findings-emnlp.635/
Poster
2408.00728
EMNLP2024
[ "cs.CL", "cs.CR", "cs.LG" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-02
[ "Huang, Zhuoqun", "Marchant, Neil G", "Ohrimenko, Olga", "Rubinstein, Benjamin I. P." ]
CERT-ED: Certifiably Robust Text Classification for Edit Distance
null
null
null
false
emnlp-main.76
https://aclanthology.org/2024.emnlp-main.76/
Poster
2408.01046
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-03
[ "Suvarna, Ashima", "Liu, Xiao", "Parekh, Tanmay", "Chang, Kai-Wei", "Peng, Nanyun" ]
QUDSELECT: Selective Decoding for Questions Under Discussion Parsing
null
null
null
false
findings-emnlp.136
https://aclanthology.org/2024.findings-emnlp.136/
Poster
2408.01084
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-03
[ "Kim, Youna", "Kim, Hyuhng Joon", "Park, Cheonbok", "Park, Choonghyun", "Cho, Hyunsoo", "Kim, Junyeob", "Yoo, Kang Min", "Lee, Sang-goo", "Kim, Taeuk" ]
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
null
null
null
false
emnlp-main.788
https://aclanthology.org/2024.emnlp-main.788/
Poster
2408.01426
EMNLP2024
null
null
null
null
0
0
0
null
null
null
NaT
[ "Park, Jun-Hyung", "Kim, Yeachan", "Lee, Mingyu", "Park, Hyuntae", "Lee, SangKeun" ]
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction
null
null
null
false
findings-emnlp.270
https://aclanthology.org/2024.findings-emnlp.270/
Poster
2408.01875
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-04
[ "Chen, Yanfei", "Yoon, Jinsung", "Sachan, Devendra Singh", "Wang, Qingze", "Cohen-Addad, Vincent", "Bateni, Mohammadhossein", "Lee, Chen-Yu", "Pfister, Tomas" ]
Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval
null
null
null
false
emnlp-main.74
https://aclanthology.org/2024.emnlp-main.74/
Poster
2408.02103
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-05
[ "Wang, Peng", "Wang, Xiaobin", "Lou, Chao", "Mao, Shengyu", "Xie, Pengjun", "Jiang, Yong" ]
Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process
null
null
null
false
findings-emnlp.604
https://aclanthology.org/2024.findings-emnlp.604/
Poster
2408.03560
EMNLP2024
[ "cs.LG", "stat.ML" ]
cs.LG
null
null
0
0
0
null
null
null
2024-08-08
[ "Joaquin, Ayrton San", "Wang, Bin", "Liu, Zhengyuan", "Muller, Philippe", "Asher, Nicholas", "Lim, Brian", "Chen, Nancy F." ]
In2Core: Leveraging Influence Functions for Coreset Selection in Instruction Finetuning of Large Language Models
null
null
null
false
nlp4dh-1.18
https://aclanthology.org/2024.nlp4dh-1.18/
Poster
2408.04554
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-09
[ "Dent, Rasul", "Janes, Juliette", "Clerice, Thibault", "Ortiz Suarez, Pedro", "Sagot, Beno{\\^\\i}t" ]
Molyé: A Corpus-based Approach to Language Contact in Colonial France
null
null
null
false
findings-emnlp.777
https://aclanthology.org/2024.findings-emnlp.777/
Poster
2408.04614
EMNLP2024
[ "cs.CL", "cs.AI", "cs.LG" ]
cs.CL
14
3
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-08-09
[ "Nguyen, Thao", "Li, Jeffrey", "Oh, Sewoong", "Schmidt, Ludwig", "Weston, Jason E", "Zettlemoyer, Luke", "Li, Xian" ]
Better Alignment with Instruction Back-and-Forth Translation
2408.04614
null
null
null
false
emnlp-industry.24
https://aclanthology.org/2024.emnlp-industry.24/
Oral
2408.05357
EMNLP2024
[ "cs.AI", "cs.HC" ]
cs.AI
null
null
0
0
0
null
null
null
2024-08-10
[ "Cheng, Zhi-Qi", "Dong, Yifei", "Shi, Aike", "Liu, Wei", "Hu, Yuzhi", "O{'}Connor, Jason", "Hauptmann, Alex", "er G", "Whitefoot, Kate" ]
SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions
null
null
null
false
findings-emnlp.968
https://aclanthology.org/2024.findings-emnlp.968/
Poster
2408.05442
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-11
[ "Lin, Jiuheng", "Lai, Yuxuan", "Feng, Yansong" ]
Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering
null
null
null
false
findings-emnlp.281
https://aclanthology.org/2024.findings-emnlp.281/
Poster
2408.05524
EMNLP2024
[ "cs.CL", "cs.DB" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-11
[ "Ma, Kexin", "Jin, Ruochun", "Haotian, Wang", "Xi, Wang", "Chen, Huan", "Tang, Yuhua", "Wang, Qian" ]
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs
null
null
null
false
findings-emnlp.262
https://aclanthology.org/2024.findings-emnlp.262/
Poster
2408.05767
EMNLP2024
[ "cs.CL", "cs.AI" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-12
[ "Li, Qing", "Geng, Jiahui", "Lyu, Chenyang", "Zhu, Derui", "Panov, Maxim", "Karray, Fakhri" ]
Reference-free Hallucination Detection for Large Vision-Language Models
null
null
null
false
customnlp4u-1.3
https://aclanthology.org/2024.customnlp4u-1.3/
Poster
2408.05874
EMNLP2024
[ "cs.CL", "cs.AI", "cs.LG" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-12
[ "Gholamian, Sina", "Romani, Gianfranco", "Rudnikowicz, Bartosz", "Skylaki, Stavroula" ]
LLM-Based Robust Product Classification in Commerce and Compliance
null
null
null
false
emnlp-industry.89
https://aclanthology.org/2024.emnlp-industry.89/
Poster
2408.05948
EMNLP2024
[ "cs.CL", "cs.IR", "cs.LG" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-13
[ "Pradeep, Ronak", "Lee, Daniel", "Mousavi, Ali", "Pound, Jeffrey", "Sang, Yisi", "Lin, Jimmy", "Ilyas, Ihab", "Potdar, Saloni", "Arefiyan, Mostafa", "Li, Yunyao" ]
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models
null
null
null
false
findings-emnlp.773
https://aclanthology.org/2024.findings-emnlp.773/
Poster
2408.05977
EMNLP2024
[ "cs.CL", "cs.CY" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-13
[ "Schirmer, Miriam", "Leemann, Tobias", "Kasneci, Gjergji", "Pfeffer, J{\\\"u}rgen", "Jurgens, David" ]
The Language of Trauma: Modeling Traumatic Event Descriptions Across Domains with Explainable AI
null
null
null
false
wmt-1.126
https://aclanthology.org/2024.wmt-1.126/
Poster
2408.06537
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-14
[ "Finkelstein, Mara", "Vilar, David", "Freitag, Markus" ]
Introducing the NewsPaLM MBR and QE Dataset: LLM-Generated High-Quality Parallel Data Outperforms Traditional Web-Crawled Data
null
null
null
false
emnlp-demo.40
https://aclanthology.org/2024.emnlp-demo.40/
Poster
2408.06574
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-14
[ "Wu, Dayong", "Li, Jiaqi", "Wang, Baoxin", "Zhao, Honghong", "Xue, Siyuan", "Yang, Yanjie", "Chang, Zhijun", "Zhang, Rui", "Qian, Li", "Wang, Bo", "Wang, Shijin", "Zhang, Zhixiong", "Hu, Guoping" ]
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model
null
null
null
false
emnlp-main.516
https://aclanthology.org/2024.emnlp-main.516/
Poster
2408.07873
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-16
[ "Bouzoubaa, Layla", "Aghakhani, Elham", "Rezapour, Rezvaneh" ]
Words Matter: Reducing Stigma in Online Conversations about Substance Use with Large Language Models
null
null
null
false
nlp4pi-1.6
https://aclanthology.org/2024.nlp4pi-1.6/
Poster
2408.08212
EMNLP2024
[ "cs.CL", "cs.CY" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-16
[ "Aldayel, Abeer", "Alokaili, Areej", "Alahmadi, Rehab" ]
Covert Bias: The Severity of Social Views' Unalignment in Language Models Towards Implicit and Explicit Opinion
null
null
null
false
findings-emnlp.19
https://aclanthology.org/2024.findings-emnlp.19/
Poster
2408.08226
EMNLP2024
[ "cs.AI" ]
cs.AI
null
null
0
0
0
null
null
null
2024-08-16
[ "Zhu, Yuqicheng", "Potyka, Nico", "Nayyeri, Mojtaba", "Xiong, Bo", "He, Yunjie", "Kharlamov, Evgeny", "Staab, Steffen" ]
Predictive Multiplicity of Knowledge Graph Embeddings in Link Prediction
null
null
null
false
emnlp-main.187
https://aclanthology.org/2024.emnlp-main.187/
Poster
2408.08310
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-16
[ "Li, Ruihang", "Wei, Yixuan", "Zhang, Miaosen", "Yu, Nenghai", "Hu, Han", "Peng, Houwen" ]
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws
null
null
null
false
findings-emnlp.296
https://aclanthology.org/2024.findings-emnlp.296/
Poster
2408.08411
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-16
[ "P", "ita, Deepak", "Weerasooriya, Tharindu Cyril", "Dutta, Sujan", "Luger, Sarah K. K.", "Ranasinghe, Tharindu", "KhudaBukhsh, Ashiqur R.", "Zampieri, Marcos", "Homan, Christopher M" ]
Rater Cohesion and Quality from a Vicarious Perspective
null
null
null
false
emnlp-main.332
https://aclanthology.org/2024.emnlp-main.332/
Poster
2408.08470
EMNLP2024
[ "cs.LG", "cs.AI" ]
cs.LG
null
null
0
0
0
null
null
null
2024-08-17
[ "Huang, Jerry", "Parthasarathi, Prasanna", "Rezagholizadeh, Mehdi", "Ch", "ar, Sarath" ]
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models
null
null
null
false
emnlp-main.230
https://aclanthology.org/2024.emnlp-main.230/
Poster
2408.08541
EMNLP2024
[ "cs.CL", "cs.LG" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-17
[ "Geh, Renato", "Zhang, Honghua", "Ahmed, Kareem", "Wang, Benjie", "Van Den Broeck, Guy" ]
Where is the signal in tokenization space?
null
null
null
false
findings-emnlp.664
https://aclanthology.org/2024.findings-emnlp.664/
Poster
2408.08669
EMNLP2024
[ "cs.SD", "eess.AS" ]
cs.SD
null
null
0
0
0
null
null
null
2024-08-17
[ "Zhao, Zihan", "Wang, Pingjie", "Zhao, Liudan", "Yang, Yuchen", "Zhang, Ya", "Sun, Kun", "Sun, Xin", "Zhou, Xin", "Wang, Yu", "Wang, Yanfeng" ]
HSDreport: Heart Sound Diagnosis with Echocardiography Reports
null
null
null
false
customnlp4u-1.14
https://aclanthology.org/2024.customnlp4u-1.14/
Poster
2408.08808
EMNLP2024
[ "cs.LG", "cs.AI" ]
cs.LG
null
null
0
0
0
null
null
null
2024-08-17
[ "Raju, Ravi Shanker", "Jain, Swayambhoo", "Li, Bo", "Li, Jonathan Lingjie", "Thakker, Urmish" ]
Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge
null
null
null
false
nlp4science-1.4
https://aclanthology.org/2024.nlp4science-1.4/
Poster
2408.08848
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-17
[ "Abbasi, Mohammad Amin", "Mirnezami, Farnaz Sadat", "Naderi, Hassan" ]
PsychoLex: Unveiling the Psychological Mind of Large Language Models
2408.08848
null
null
null
false
customnlp4u-1.9
https://aclanthology.org/2024.customnlp4u-1.9/
Poster
2408.08853
EMNLP2024
[ "cs.HC" ]
cs.HC
null
null
0
0
0
null
null
null
2024-08-17
[ "Haduong, Nikita", "Wang, Irene", "Lu, Bo-Ru", "Ammanabrolu, Prithviraj", "Smith, Noah A." ]
CPS-TaskForge: Generating Collaborative Problem Solving Environments for Diverse Communication Tasks
null
null
null
false
findings-emnlp.38
https://aclanthology.org/2024.findings-emnlp.38/
Poster
2408.09053
EMNLP2024
[ "cs.LG", "cs.AI", "cs.CL" ]
cs.LG
null
null
0
0
0
null
null
null
2024-08-17
[ "Araujo, Vladimir", "Moens, Marie-Francine", "Tuytelaars, Tinne" ]
Learning to Route for Dynamic Adapter Composition in Continual Learning with Language Models
null
null
null
false
findings-emnlp.115
https://aclanthology.org/2024.findings-emnlp.115/
Poster
2408.09385
EMNLP2024
[ "cs.CL", "cs.AI" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-19
[ "Wang, Shiqi", "Zhang, Zhengze", "Zhao, Rui", "Tan, Fei", "Cam-Tu, Nguyen" ]
Reward Difference Optimization For Sample Reweighting In Offline RLHF
null
null
null
false
emnlp-main.425
https://aclanthology.org/2024.emnlp-main.425/
Poster
2408.09757
EMNLP2024
[ "cs.LG", "cs.CL", "cs.CY" ]
cs.LG
null
null
0
0
0
null
null
null
2024-08-20
[ "Hu, Jingyu", "Liu, Weiru", "Du, Mengnan" ]
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning
null
null
null
false
nllp-1.2
https://aclanthology.org/2024.nllp-1.2/
Poster
2408.09777
EMNLP2024
[ "cs.CL" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-20
[ "Sie, Mika", "Beek, Ruby", "Bots, Michiel", "Brinkkemper, Sjaak", "Gatt, Albert" ]
Summarizing Long Regulatory Documents with a Multi-Step Pipeline
null
null
null
false
wikinlp-1.17
https://aclanthology.org/2024.wikinlp-1.17/
Poster
2408.10086
EMNLP2024
[ "cs.AI" ]
cs.AI
null
null
0
0
0
null
null
null
2024-08-20
[ "Jin, Xiaomeng", "Kim, Jeonghwan", "Zhou, Yu", "Huang, Kuan-Hao", "Wu, Te-Lin", "Peng, Nanyun", "Ji, Heng" ]
ARMADA: Attribute-Based Multimodal Data Augmentation
null
null
null
false
emnlp-industry.81
https://aclanthology.org/2024.emnlp-industry.81/
Poster
2408.10392
EMNLP2024
[ "cs.CL", "cs.LG" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-20
[ "Padhi, Inkit", "Natesan Ramamurthy, Karthikeyan", "Sattigeri, Prasanna", "Nagireddy, Manish", "Dognin, Pierre", "Varshney, Kush R." ]
Value Alignment from Unstructured Text
null
null
null
false
emnlp-main.727
https://aclanthology.org/2024.emnlp-main.727/
Poster
2408.10490
EMNLP2024
[ "cs.CL", "cs.IR" ]
cs.CL
null
null
0
0
0
null
null
null
2024-08-21
[ "Godbole, Ameya", "Monath, Nicholas", "Kim, Seungyeon", "Rawat, Ankit Singh", "McCallum, Andrew", "Zaheer, Manzil" ]
Analysis of Plan-based Retrieval for Grounded Text Generation
null
null
null
false
emnlp-main.316
https://aclanthology.org/2024.emnlp-main.316/
Poster
2408.10764
EMNLP2024
[ "cs.CL" ]
cs.CL
7
2
0
0
0
[ "" ]
[ "" ]
[ "" ]
2024-08-21
[ "Yuan, Chenhan", "Huang, Fei", "Peng, Ru", "Lu, Keming", "Yu, Bowen", "Zhou, Chang", "Zhou, Jingren" ]
Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model
2408.10764
null
null
null
false