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emnlp-main.1204
https://aclanthology.org/2024.emnlp-main.1204/
Poster
2404.16563
Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark
[ "Fons, Elizabeth", "Kaur, Rachneet", "Pal", "e, Soham", "Zeng, Zhen", "Balch, Tucker", "Veloso, Manuela", "Vyetrenko, Svitlana" ]
https://huggingface.co/papers/2404.16563
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1205
https://aclanthology.org/2024.emnlp-main.1205/
Poster
Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner
[ "Liu, Shudong", "Li, Zhaocong", "Liu, Xuebo", "Zhan, Runzhe", "Wong, Derek F.", "Chao, Lidia S.", "Zhang, Min" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1206
https://aclanthology.org/2024.emnlp-main.1206/
Poster
2408.12163
Preference-Guided Reflective Sampling for Aligning Language Models
[ "Ye, Hai", "Ng, Hwee Tou" ]
https://huggingface.co/papers/2408.12163
[ "https://github.com/nusnlp/prs" ]
[]
[]
[ "oceanpty/alpaca_user_preference" ]
EMNLP2024
emnlp-main.1207
https://aclanthology.org/2024.emnlp-main.1207/
Oral
Metrics for What, Metrics for Whom: Assessing Actionability of Bias Evaluation Metrics in NLP
[ "Delobelle, Pieter", "Attanasio, Giuseppe", "Nozza, Debora", "Blodgett, Su Lin", "Talat, Zeerak" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1208
https://aclanthology.org/2024.emnlp-main.1208/
Poster
2403.05020
Is this the real life? Is this just fantasy? The Misleading Success of Simulating Social Interactions With LLMs
[ "Zhou, Xuhui", "Su, Zhe", "Eisape, Tiwalayo", "Kim, Hyunwoo", "Sap, Maarten" ]
https://huggingface.co/papers/2403.05020
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1209
https://aclanthology.org/2024.emnlp-main.1209/
Poster
2312.17235
A Simple LLM Framework for Long-Range Video Question-Answering
[ "Zhang, Ce", "Lu, Taixi", "Islam, Md Mohaiminul", "Wang, Ziyang", "Yu, Shoubin", "Bansal, Mohit", "Bertasius, Gedas" ]
https://huggingface.co/papers/2312.17235
[ "https://github.com/ceezh/llovi" ]
[]
[]
[]
EMNLP2024
emnlp-main.1210
https://aclanthology.org/2024.emnlp-main.1210/
Poster
2403.07175
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing
[ "Gupta, Akshat", "Baskaran, Sidharth", "Anumanchipalli, Gopala" ]
https://huggingface.co/papers/2403.07175
[ "https://github.com/scalable-model-editing/rebuilding-rome" ]
[]
[]
[]
EMNLP2024
emnlp-main.1211
https://aclanthology.org/2024.emnlp-main.1211/
Poster
2410.04527
Casablanca: Data and Models for Multidialectal Arabic Speech Recognition
[ "Talafha, Bashar", "Kadaoui, Karima", "Magdy, Samar Mohamed", "Habiboullah, Mariem", "Chafei, Chafei Mohamed", "El-Shangiti, Ahmed Oumar", "Zayed, Hiba", "Tourad, Mohamedou Cheikh", "Alhamouri, Rahaf", "Assi, Rwaa", "Alraeesi, Aisha", "Mohamed, Hour", "Alwajih, Fakhraddin", "Mohamed, Abdelrahman", "El Mekki, Abdellah", "Nagoudi, El Moatez Billah", "Saadia, Benelhadj Djelloul Mama", "Alsayadi, Hamzah A.", "Al-Dhabyani, Walid", "Shatnawi, Sara", "Ech-chammakhy, Yasir", "Makouar, Amal", "Berrachedi, Yousra", "Jarrar, Mustafa", "Shehata, Shady", "Berrada, Ismail", "Abdul-Mageed, Muhammad" ]
https://huggingface.co/papers/2410.04527
[ "" ]
[]
[]
[ "UBC-NLP/Casablanca" ]
EMNLP2024
emnlp-main.1212
https://aclanthology.org/2024.emnlp-main.1212/
Poster
2406.11801
Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations
[ "Hazra, Rima", "Layek, Sayan", "Banerjee, Somnath", "Poria, Soujanya" ]
https://huggingface.co/papers/2406.11801
[ "https://github.com/declare-lab/safety-arithmetic" ]
[]
[]
[ "SoftMINER-Group/NicheHazardQA" ]
EMNLP2024
emnlp-main.1213
https://aclanthology.org/2024.emnlp-main.1213/
Poster
2410.05851
Communicating with Speakers and Listeners of Different Pragmatic Levels
[ "Naszadi, Kata", "Oliehoek, Frans A", "Monz, Christof" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1214
https://aclanthology.org/2024.emnlp-main.1214/
Poster
RECANTFormer: Referring Expression Comprehension with Varying Numbers of Targets
[ "Hemanthage, Bhathiya", "Bilen, Hakan", "Bartie, Phil", "Dondrup, Christian", "Lemon, Oliver" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1215
https://aclanthology.org/2024.emnlp-main.1215/
Poster
Sprout: Green Generative AI with Carbon-Efficient LLM Inference
[ "Li, Baolin", "Jiang, Yankai", "Gadepally, Vijay", "Tiwari, Devesh" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1216
https://aclanthology.org/2024.emnlp-main.1216/
Oral
Do LLMs Plan Like Human Writers? Comparing Journalist Coverage of Press Releases with LLMs
[ "Spangher, Alex", "er", "Peng, Nanyun", "Gehrmann, Sebastian", "Dredze, Mark" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1217
https://aclanthology.org/2024.emnlp-main.1217/
Poster
T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings
[ "Deiseroth, Bj{\\\"o}rn", "Brack, Manuel", "Schramowski, Patrick", "Kersting, Kristian", "Weinbach, Samuel" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1218
https://aclanthology.org/2024.emnlp-main.1218/
Poster
2410.21485
SpeechQE: Estimating the Quality of Direct Speech Translation
[ "Han, HyoJung", "Duh, Kevin", "Carpuat, Marine" ]
https://huggingface.co/papers/2410.21485
[ "https://github.com/h-j-han/speechqe" ]
[]
[ "h-j-han/SpeechQE-TowerInstruct-7B-es2en", "h-j-han/SpeechQE-TowerInstruct-7B-en2de" ]
[ "h-j-han/SpeechQE-CoVoST2" ]
EMNLP2024
emnlp-main.1219
https://aclanthology.org/2024.emnlp-main.1219/
Poster
2405.02178
Assessing and Verifying Task Utility in LLM-Powered Applications
[ "Arabzadeh, Negar", "Huo, Siqing", "Mehta, Nikhil", "Wu, Qingyun", "Wang, Chi", "Awadallah, Ahmed Hassan", "Clarke, Charles L. A.", "Kiseleva, Julia" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1220
https://aclanthology.org/2024.emnlp-main.1220/
Poster
2411.08733
Dynamic Rewarding with Prompt Optimization Enables Tuning-free Self-Alignment of Language Models
[ "Singla, Somanshu", "Wang, Zhen", "Liu, Tianyang", "Ashfaq, Abdullah", "Hu, Zhiting", "Xing, Eric P." ]
[ "https://github.com/Singla17/DRPO" ]
[]
[]
[]
EMNLP2024
emnlp-main.1221
https://aclanthology.org/2024.emnlp-main.1221/
Poster
2410.12217
Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree
[ "Jaggi, Harbani", "Coimbatore Murali, Kashyap", "Fleisig, Eve", "Biyik, Erdem" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1222
https://aclanthology.org/2024.emnlp-main.1222/
Poster
Adversarial Text Generation using Large Language Models for Dementia Detection
[ "Zhu, Youxiang", "Lin, Nana", "Balivada, Kiran S", "ilya", "Haehn, Daniel", "Liang, Xiaohui" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1223
https://aclanthology.org/2024.emnlp-main.1223/
Poster
2406.14553
xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics
[ "Larionov, Daniil", "Seleznyov, Mikhail", "Viskov, Vasiliy", "Panchenko, Alex", "er", "Eger, Steffen" ]
https://huggingface.co/papers/2406.14553
[ "https://github.com/nl2g/xcomet-lite" ]
[]
[ "myyycroft/XCOMET-lite" ]
[]
EMNLP2024
emnlp-main.1224
https://aclanthology.org/2024.emnlp-main.1224/
Poster
The Greatest Good Benchmark: Measuring LLMs' Alignment with Utilitarian Moral Dilemmas
[ "Marraffini, Giovanni Franco Gabriel", "Cotton, Andr{\\'e}s", "Hsueh, Noe Fabian", "Fridman, Axel", "Wisznia, Juan", "Corro, Luciano Del" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1225
https://aclanthology.org/2024.emnlp-main.1225/
Poster
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding
[ "Cheng, Jiali", "Amiri, Hadi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1226
https://aclanthology.org/2024.emnlp-main.1226/
Poster
Style-Shifting Behaviour of the Manosphere on Reddit
[ "Aggarwal, Jai", "Stevenson, Suzanne" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1227
https://aclanthology.org/2024.emnlp-main.1227/
Poster
The Death and Life of Great Prompts: Analyzing the Evolution of LLM Prompts from the Structural Perspective
[ "Ma, Yihan", "Shen, Xinyue", "Wu, Yixin", "Zhang, Boyang", "Backes, Michael", "Zhang, Yang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1228
https://aclanthology.org/2024.emnlp-main.1228/
Poster
2406.14643
Holistic Evaluation for Interleaved Text-and-Image Generation
[ "Liu, Minqian", "Xu, Zhiyang", "Lin, Zihao", "Ashby, Trevor", "Rimchala, Joy", "Zhang, Jiaxin", "Huang, Lifu" ]
https://huggingface.co/papers/2406.14643
[ "" ]
[]
[ "mqliu/InterleavedBench" ]
[]
EMNLP2024
emnlp-main.1229
https://aclanthology.org/2024.emnlp-main.1229/
Poster
2209.00840
FOLIO: Natural Language Reasoning with First-Order Logic
[ "Han, Simeng", "Schoelkopf, Hailey", "Zhao, Yilun", "Qi, Zhenting", "Riddell, Martin", "Zhou, Wenfei", "Coady, James", "Peng, David", "Qiao, Yujie", "Benson, Luke", "Sun, Lucy", "Wardle-Solano, Alex", "er", "Szab{\\'o}, Hannah", "Zubova, Ekaterina", "Burtell, Matthew", "Fan, Jonathan", "Liu, Yixin", "Wong, Brian", "Sailor, Malcolm", "Ni, Ansong", "Nan, Linyong", "Kasai, Jungo", "Yu, Tao", "Zhang, Rui", "Fabbri, Alex", "er", "Kryscinski, Wojciech Maciej", "Yavuz, Semih", "Liu, Ye", "Lin, Xi Victoria", "Joty, Shafiq", "Zhou, Yingbo", "Xiong, Caiming", "Ying, Rex", "Cohan, Arman", "Radev, Dragomir" ]
https://huggingface.co/papers/2209.00840
[ "https://github.com/yale-lily/folio" ]
[ "LLM360/de-arena", "tsteffek/de-arena" ]
[]
[ "tasksource/folio", "benlipkin/folio", "sxiong/SWAP" ]
EMNLP2024
emnlp-main.1230
https://aclanthology.org/2024.emnlp-main.1230/
Poster
2410.04699
The LLM Effect: Are Humans Truly Using LLMs, or Are They Being Influenced By Them Instead?
[ "Choi, Alex", "er", "Akter, Syeda Sabrina", "Singh, J.p.", "Anastasopoulos, Antonios" ]
https://huggingface.co/papers/2410.04699
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1231
https://aclanthology.org/2024.emnlp-main.1231/
Poster
2408.03617
Is Child-Directed Speech Effective Training Data for Language Models?
[ "Feng, Steven Y.", "Goodman, Noah", "Frank, Michael" ]
[ "https://github.com/styfeng/tinydialogues" ]
[]
[]
[]
EMNLP2024
emnlp-main.1232
https://aclanthology.org/2024.emnlp-main.1232/
Oral
2410.04519
RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference
[ "Xu, Yige", "Guo, Xu", "Zeng, Zhiwei", "Miao, Chunyan" ]
[ "https://github.com/xuyige/RevMUX" ]
[]
[]
[]
EMNLP2024
emnlp-main.1233
https://aclanthology.org/2024.emnlp-main.1233/
Poster
Inference Helps PLMs' Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs
[ "Li, Juncai", "Li, Ru", "Li, Xiaoli", "Chai, Qinghua", "Pan, Jeff Z." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1234
https://aclanthology.org/2024.emnlp-main.1234/
Poster
2410.09220
M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought
[ "Kumari, Gitanjali", "Jain, Kirtan", "Ekbal, Asif" ]
[ "https://github.com/Gitanjali1801/LLM_CoT" ]
[]
[]
[]
EMNLP2024
emnlp-main.1235
https://aclanthology.org/2024.emnlp-main.1235/
Poster
2405.13077
GPT-4 Jailbreaks Itself with Near-Perfect Success Using Self-Explanation
[ "Ramesh, Govind", "Dou, Yao", "Xu, Wei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1236
https://aclanthology.org/2024.emnlp-main.1236/
Poster
2406.05794
RE-RAG: Improving Open-Domain QA Performance and Interpretability with Relevance Estimator in Retrieval-Augmented Generation
[ "Kim, Kiseung", "Lee, Jay-Yoon" ]
[ "https://github.com/kkskp/re-rag" ]
[]
[]
[]
EMNLP2024
emnlp-main.1237
https://aclanthology.org/2024.emnlp-main.1237/
Poster
2311.08662
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets
[ "Gupta, Vatsal", "P", "ya, Pranshu", "Kataria, Tushar", "Gupta, Vivek", "Roth, Dan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1238
https://aclanthology.org/2024.emnlp-main.1238/
Oral
Simul-MuST-C: Simultaneous Multilingual Speech Translation Corpus Using Large Language Model
[ "Makinae, Mana", "Sakai, Yusuke", "Kamigaito, Hidetaka", "Watanabe, Taro" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1239
https://aclanthology.org/2024.emnlp-main.1239/
Poster
2406.14829
Is This a Bad Table? A Closer Look at the Evaluation of Table Generation from Text
[ "Ramu, Pritika", "Garimella, Aparna", "B", "yopadhyay, Sambaran" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1240
https://aclanthology.org/2024.emnlp-main.1240/
Poster
2403.15744
On the Fragility of Active Learners for Text Classification
[ "Ghose, Abhishek", "Nguyen, Emma Thuong" ]
[ "https://github.com/ThuongTNguyen/ALchemist" ]
[]
[]
[]
EMNLP2024
emnlp-main.1241
https://aclanthology.org/2024.emnlp-main.1241/
Poster
2404.18443
BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
[ "Xu, Ran", "Shi, Wenqi", "Yu, Yue", "Zhuang, Yuchen", "Zhu, Yanqiao", "Wang, May Dongmei", "Ho, Joyce C.", "Zhang, Chao", "Yang, Carl" ]
https://huggingface.co/papers/2404.18443
[ "https://github.com/ritaranx/bmretriever" ]
[]
[ "BMRetriever/BMRetriever-2B", "BMRetriever/BMRetriever-7B", "BMRetriever/BMRetriever-410M", "BMRetriever/BMRetriever-1B" ]
[]
EMNLP2024
emnlp-main.1242
https://aclanthology.org/2024.emnlp-main.1242/
Poster
2405.12801
Comparing Neighbors Together Makes it Easy: Jointly Comparing Multiple Candidates for Efficient and Effective Retrieval
[ "Song, Jonghyun", "Jin, Cheyon", "Zhao, Wenlong", "McCallum, Andrew", "Lee, Jay-Yoon" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1243
https://aclanthology.org/2024.emnlp-main.1243/
Poster
M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection
[ "Tang, Chia-Wei", "Chen, Ting-Chih", "Nguyen, Kiet A.", "Mehrab, Kazi Sajeed", "Ishmam, Alvi Md", "Thomas, Chris" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1244
https://aclanthology.org/2024.emnlp-main.1244/
Poster
2405.03000
MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning
[ "Shi, Wenqi", "Xu, Ran", "Zhuang, Yuchen", "Yu, Yue", "Sun, Haotian", "Wu, Hang", "Yang, Carl", "Wang, May Dongmei" ]
[ "https://github.com/wshi83/medadapter" ]
[]
[]
[]
EMNLP2024
emnlp-main.1245
https://aclanthology.org/2024.emnlp-main.1245/
Poster
2401.07128
EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
[ "Shi, Wenqi", "Xu, Ran", "Zhuang, Yuchen", "Yu, Yue", "Zhang, Jieyu", "Wu, Hang", "Zhu, Yu", "a", "Ho, Joyce C.", "Yang, Carl", "Wang, May Dongmei" ]
[ "https://github.com/wshi83/ehragent" ]
[]
[]
[]
EMNLP2024
emnlp-main.1246
https://aclanthology.org/2024.emnlp-main.1246/
Poster
SimLLM: Detecting Sentences Generated by Large Language Models Using Similarity between the Generation and its Re-generation
[ "Nguyen-Son, Hoang-Quoc", "Dao, Minh-Son", "Zettsu, Koji" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1247
https://aclanthology.org/2024.emnlp-main.1247/
Poster
2406.19131
CELLO: Causal Evaluation of Large Vision-Language Models
[ "Chen, Meiqi", "Peng, Bo", "Zhang, Yan", "Lu, Chaochao" ]
[ "https://github.com/opencausalab/cello" ]
[]
[]
[]
EMNLP2024
emnlp-main.1248
https://aclanthology.org/2024.emnlp-main.1248/
Poster
2404.12299
Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair
[ "Sakai, Yusuke", "Makinae, Mana", "Kamigaito, Hidetaka", "Watanabe, Taro" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1249
https://aclanthology.org/2024.emnlp-main.1249/
Poster
Training-free Deep Concept Injection Enables Language Models for Video Question Answering
[ "Lin, Xudong", "Li, Manling", "Zemel, Richard", "Ji, Heng", "Chang, Shih-Fu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1250
https://aclanthology.org/2024.emnlp-main.1250/
Poster
2407.15272
MIBench: Evaluating Multimodal Large Language Models over Multiple Images
[ "Liu, Haowei", "Zhang, Xi", "Xu, Haiyang", "Shi, Yaya", "Jiang, Chaoya", "Yan, Ming", "Zhang, Ji", "Huang, Fei", "Yuan, Chunfeng", "Li, Bing", "Hu, Weiming" ]
https://huggingface.co/papers/2407.15272
[ "" ]
[]
[]
[ "StarBottle/MIBench" ]
EMNLP2024
emnlp-main.1251
https://aclanthology.org/2024.emnlp-main.1251/
Poster
2410.05077
ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering
[ "Molfese, Francesco Maria", "Conia, Simone", "Orl", "o, Riccardo", "Navigli, Roberto" ]
https://huggingface.co/papers/2410.05077
[ "https://github.com/sapienzanlp/zebra" ]
[]
[ "sapienzanlp/rbr-retriever-gkb-omcs-atomic", "sapienzanlp/zebra-retriever-e5-base-v2", "sapienzanlp/zebra-kb", "sapienzanlp/zebra-kb-obqa-train", "sapienzanlp/zebra-kb-piqa-train", "sapienzanlp/zebra-kb-arc-train", "sapienzanlp/zebra-kb-csqa-train", "sapienzanlp/zebra-kb-wg-train", "sapienzanlp/zebra-kb-csqa2-train", "sapienzanlp/zebra-kb-qasc-train" ]
[ "sapienzanlp/zebra-kb-explanations" ]
EMNLP2024
emnlp-main.1252
https://aclanthology.org/2024.emnlp-main.1252/
Poster
ABLE: Personalized Disability Support with Politeness and Empathy Integration
[ "Mishra, Kshitij", "Burja, Manisha", "Ekbal, Asif" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1253
https://aclanthology.org/2024.emnlp-main.1253/
Poster
2404.02575
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
[ "Chae, Hyungjoo", "Kim, Yeonghyeon", "Kim, Seungone", "Ong, Kai Tzu-iunn", "Kwak, Beong-woo", "Kim, Moohyeon", "Kim, Sunghwan", "Kwon, Taeyoon", "Chung, Jiwan", "Yu, Youngjae", "Yeo, Jinyoung" ]
https://huggingface.co/papers/2404.02575
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1254
https://aclanthology.org/2024.emnlp-main.1254/
Poster
2409.19715
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
[ "Chae, Hyungjoo", "Kwon, Taeyoon", "Moon, Seungjun", "Song, Yongho", "Kang, Dongjin", "Ong, Kai Tzu-iunn", "Kwak, Beong-woo", "Bae, Seonghyeon", "Hwang, Seung-won", "Yeo, Jinyoung" ]
https://huggingface.co/papers/2409.19715
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1255
https://aclanthology.org/2024.emnlp-main.1255/
Oral
2407.15343
Improving Minimum Bayes Risk Decoding with Multi-Prompt
[ "Heineman, David", "Dou, Yao", "Xu, Wei" ]
[ "https://github.com/davidheineman/multi-prompt" ]
[]
[]
[]
EMNLP2024
emnlp-main.1256
https://aclanthology.org/2024.emnlp-main.1256/
Poster
Deciphering Cognitive Distortions in Patient-Doctor Mental Health Conversations: A Multimodal LLM-Based Detection and Reasoning Framework
[ "Singh, Gopendra Vikram", "Vemulapalli, Sai Vardhan", "Firdaus, Mauajama", "Ekbal, Asif" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1257
https://aclanthology.org/2024.emnlp-main.1257/
Poster
2410.24114
Nearest Neighbor Normalization Improves Multimodal Retrieval
[ "Chowdhury, Neil", "Wang, Franklin", "Shenoy, Sumedh", "Kiela, Douwe", "Schwettmann, Sarah", "Thrush, Tristan" ]
[ "https://github.com/multimodal-interpretability/nnn" ]
[]
[]
[]
EMNLP2024
emnlp-main.1258
https://aclanthology.org/2024.emnlp-main.1258/
Poster
Rethinking Pragmatics in Large Language Models: Towards Open-Ended Evaluation and Preference Tuning
[ "Wu, Shengguang", "Yang, Shusheng", "Chen, Zhenglun", "Su, Qi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1259
https://aclanthology.org/2024.emnlp-main.1259/
Poster
2410.18050
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering
[ "Zhao, Qingfei", "Wang, Ruobing", "Cen, Yukuo", "Zha, Daren", "Tan, Shicheng", "Dong, Yuxiao", "Tang, Jie" ]
https://huggingface.co/papers/2410.18050
[ "https://github.com/qingfei1/longrag" ]
[]
[]
[]
EMNLP2024
emnlp-main.1260
https://aclanthology.org/2024.emnlp-main.1260/
Poster
Context-aware Watermark with Semantic Balanced Green-red Lists for Large Language Models
[ "Guo, Yuxuan", "Tian, Zhiliang", "Song, Yiping", "Liu, Tianlun", "Ding, Liang", "Li, Dongsheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1261
https://aclanthology.org/2024.emnlp-main.1261/
Poster
2402.13593
Knowledge Graph Enhanced Large Language Model Editing
[ "Zhang, Mengqi", "Ye, Xiaotian", "Liu, Qiang", "Ren, Pengjie", "Wu, Shu", "Chen, Zhumin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1262
https://aclanthology.org/2024.emnlp-main.1262/
Poster
`Quis custodiet ipsos custodes?' Who will watch the watchmen? On Detecting AI-generated peer-reviews
[ "Kumar, S", "eep", "Sahu, Mohit", "Gacche, Vardhan", "Ghosal, Tirthankar", "Ekbal, Asif" ]
[ "https://github.com/sandeep82945/ai-review-detection" ]
[]
[]
[]
EMNLP2024
emnlp-main.1263
https://aclanthology.org/2024.emnlp-main.1263/
Poster
2312.03631
Mitigating Open-Vocabulary Caption Hallucinations
[ "Ben-Kish, Assaf", "Yanuka, Moran", "Alper, Morris", "Giryes, Raja", "Averbuch-Elor, Hadar" ]
https://huggingface.co/papers/2312.03631
[ "https://github.com/assafbk/mocha_code" ]
[]
[ "moranyanuka/blip-image-captioning-large-mocha", "moranyanuka/blip-image-captioning-base-mocha" ]
[ "moranyanuka/OpenCHAIR" ]
EMNLP2024
emnlp-main.1264
https://aclanthology.org/2024.emnlp-main.1264/
Poster
2410.05052
Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes
[ "Nishida, Kosuke", "Nishida, Kyosuke", "Saito, Kuniko" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1265
https://aclanthology.org/2024.emnlp-main.1265/
Poster
2410.08972
ALVIN: Active Learning Via INterpolation
[ "Korakakis, Michalis", "Vlachos, Andreas", "Weller, Adrian" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1266
https://aclanthology.org/2024.emnlp-main.1266/
Poster
2404.13846
Filtered Direct Preference Optimization
[ "Morimura, Tetsuro", "Sakamoto, Mitsuki", "Jinnai, Yuu", "Abe, Kenshi", "Ariu, Kaito" ]
[ "https://github.com/cyberagentailab/filtered-dpo" ]
[]
[]
[]
EMNLP2024
emnlp-main.1267
https://aclanthology.org/2024.emnlp-main.1267/
Poster
2401.13586
Instruction Fine-Tuning: Does Prompt Loss Matter?
[ "Huerta-Enochian, Mathew", "Ko, Seung Yong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.1268
https://aclanthology.org/2024.emnlp-main.1268/
Poster
2410.04254
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia
[ "Feith, Tom{\\'a}s", "Arora, Akhil", "Gerlach, Martin", "Paul, Debjit", "West, Robert" ]
[ "https://github.com/epfl-dlab/multilingual-entity-insertion" ]
[]
[]
[]
EMNLP2024
emnlp-demo.1
https://aclanthology.org/2024.emnlp-demo.1/
Poster
2404.06003
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models
[ "Yu, Zhuohao", "Gao, Chang", "Yao, Wenjin", "Wang, Yidong", "Zeng, Zhengran", "Ye, Wei", "Wang, Jindong", "Zhang, Yue", "Zhang, Shikun" ]
[ "https://github.com/wisdomshell/freeeval" ]
[]
[]
[]
EMNLP2024
emnlp-demo.2
https://aclanthology.org/2024.emnlp-demo.2/
Poster
2305.13738
i-Code Studio: A Configurable and Composable Framework for Integrative AI
[ "Fang, Yuwei", "Khademi, Mahmoud", "Zhu, Chenguang", "Yang, Ziyi", "Pryzant, Reid", "Xu, Yichong", "Qian, Yao", "Yoshioka, Takuya", "Yuan, Lu", "Zeng, Michael", "Huang, Xuedong" ]
https://huggingface.co/papers/2305.13738
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.3
https://aclanthology.org/2024.emnlp-demo.3/
Poster
2404.00943
Evalverse: Unified and Accessible Library for Large Language Model Evaluation
[ "Kim, Jihoo", "Song, Wonho", "Kim, Dahyun", "Kim, Yunsu", "Kim, Yungi", "Park, Chanjun" ]
https://huggingface.co/papers/2404.00943
[ "https://github.com/upstageai/evalverse" ]
[ "upstage/evalverse-space", "seawolf2357/evalverse-space" ]
[]
[]
EMNLP2024
emnlp-demo.4
https://aclanthology.org/2024.emnlp-demo.4/
Poster
2410.10408
Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion
[ "Zhao, Xinping", "Yu, Jindi", "Liu, Zhenyu", "Wang, Jifang", "Li, Dongfang", "Chen, Yibin", "Hu, Baotian", "Zhang, Min" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.5
https://aclanthology.org/2024.emnlp-demo.5/
Poster
2408.03047
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents
[ "Sun, Qiang", "Luo, Yuanyi", "Li, Sirui", "Zhang, Wenxiao", "Liu, Wei" ]
[ "https://github.com/AI4WA/OpenOmniFramework" ]
[]
[]
[]
EMNLP2024
emnlp-demo.6
https://aclanthology.org/2024.emnlp-demo.6/
Poster
2408.02901
Lighthouse: A User-Friendly Library for Reproducible Video Moment Retrieval and Highlight Detection
[ "Nishimura, Taichi", "Nakada, Shota", "Munakata, Hokuto", "Komatsu, Tatsuya" ]
[ "https://github.com/line/lighthouse" ]
[]
[]
[]
EMNLP2024
emnlp-demo.7
https://aclanthology.org/2024.emnlp-demo.7/
Poster
2405.10051
MarkLLM: An Open-Source Toolkit for LLM Watermarking
[ "Pan, Leyi", "Liu, Aiwei", "He, Zhiwei", "Gao, Zitian", "Zhao, Xu", "ong", "Lu, Yijian", "Zhou, Binglin", "Liu, Shuliang", "Hu, Xuming", "Wen, Lijie", "King, Irwin", "Yu, Philip S." ]
[ "https://github.com/thu-bpm/markllm" ]
[]
[]
[]
EMNLP2024
emnlp-demo.8
https://aclanthology.org/2024.emnlp-demo.8/
Poster
2408.15247
AUTOGEN STUDIO: A No-Code Developer Tool for Building and Debugging Multi-Agent Systems
[ "Dibia, Victor", "Chen, Jingya", "Bansal, Gagan", "Syed, Suff", "Fourney, Adam", "Zhu, Erkang", "Wang, Chi", "Amershi, Saleema" ]
[ "https://github.com/microsoft/autogen" ]
[]
[]
[]
EMNLP2024
emnlp-demo.9
https://aclanthology.org/2024.emnlp-demo.9/
Poster
2409.00608
TinyAgent: Function Calling at the Edge
[ "Erdogan, Lutfi Eren", "Lee, Nicholas", "Jha, Siddharth", "Kim, Sehoon", "Tabrizi, Ryan", "Moon, Suhong", "Hooper, Coleman Richard Charles", "Anumanchipalli, Gopala", "Keutzer, Kurt", "Gholami, Amir" ]
[ "https://github.com/squeezeailab/tinyagent" ]
[]
[]
[]
EMNLP2024
emnlp-demo.10
https://aclanthology.org/2024.emnlp-demo.10/
Poster
TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution
[ "Li, Dongfang", "Hu, Xinshuo", "Sun, Zetian", "Hu, Baotian", "Ye, Shaolin", "Shan, Zifei", "Chen, Qian", "Zhang, Min" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.11
https://aclanthology.org/2024.emnlp-demo.11/
Poster
2408.03125
Commentator: A Code-mixed Multilingual Text Annotation Framework
[ "Sheth, Rajvee", "Nisar, Shubh", "Prajapati, Heenaben", "Beniwal, Himanshu", "Singh, Mayank" ]
[ "https://github.com/lingo-iitgn/commentator" ]
[]
[]
[]
EMNLP2024
emnlp-demo.12
https://aclanthology.org/2024.emnlp-demo.12/
Poster
Integrating INCEpTION into larger annotation processes
[ "Eckart De Castilho, Richard", "Klie, Jan-Christoph", "Gurevych, Iryna" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.13
https://aclanthology.org/2024.emnlp-demo.13/
Poster
Arxiv Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance
[ "Lin, Guanyu", "Feng, Tao", "Han, Pengrui", "Liu, Ge", "You, Jiaxuan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.14
https://aclanthology.org/2024.emnlp-demo.14/
Poster
TransAgents: Build Your Translation Company with Language Agents
[ "Wu, Minghao", "Xu, Jiahao", "Wang, Longyue" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.15
https://aclanthology.org/2024.emnlp-demo.15/
Poster
Monitoring Hate Speech in Indonesia: An NLP-based Classification of Social Media Texts
[ "Wijanarko, Musa Izzanardi", "Susanto, Lucky", "Pratama, Prasetia Anugrah", "Idris, Ika Karlina", "Hong, Traci", "Wijaya, Derry Tanti" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.16
https://aclanthology.org/2024.emnlp-demo.16/
Poster
CAVA: A Tool for Cultural Alignment Visualization & Analysis
[ "Giuliani, Nevan", "Ma, Cheng Charles", "Pradeep, Prakruthi", "Ippolito, Daphne" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.17
https://aclanthology.org/2024.emnlp-demo.17/
Poster
2408.02248
ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems
[ "Zhu, Andrew", "Dugan, Liam", "Callison-Burch, Chris" ]
https://huggingface.co/papers/2408.02248
[ "https://github.com/zhudotexe/redel" ]
[]
[]
[]
EMNLP2024
emnlp-demo.18
https://aclanthology.org/2024.emnlp-demo.18/
Poster
2404.15532
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis
[ "Lin, Shuhang", "Hua, Wenyue", "Li, Lingyao", "Chang, Che-Jui", "Fan, Lizhou", "Ji, Jianchao", "Hua, Hang", "Jin, Mingyu", "Luo, Jiebo", "Zhang, Yongfeng" ]
[ "https://github.com/agiresearch/battleagent" ]
[]
[]
[]
EMNLP2024
emnlp-demo.19
https://aclanthology.org/2024.emnlp-demo.19/
Poster
2310.05064
sign.mt: Real-Time Multilingual Sign Language Translation Application
[ "Moryossef, Amit" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.20
https://aclanthology.org/2024.emnlp-demo.20/
Poster
WebOlympus: An Open Platform for Web Agents on Live Websites
[ "Zheng, Boyuan", "Gou, Boyu", "Salisbury, Scott", "Du, Zheng", "Sun, Huan", "Su, Yu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.21
https://aclanthology.org/2024.emnlp-demo.21/
Poster
TAIL: A Toolkit for Automatic and Realistic Long-Context Large Language Model Evaluation
[ "Gu, Gefei", "Zhao, Yilun", "Ning, Ruoxi", "Zheng, Yanan", "Cohan, Arman" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.22
https://aclanthology.org/2024.emnlp-demo.22/
Poster
2408.06941
OpenResearcher: Unleashing AI for Accelerated Scientific Research
[ "Zheng, Yuxiang", "Sun, Shichao", "Qiu, Lin", "Ru, Dongyu", "Jiayang, Cheng", "Li, Xuefeng", "Lin, Jifan", "Wang, Binjie", "Luo, Yun", "Pan, Renjie", "Xu, Yang", "Min, Qingkai", "Zhang, Zizhao", "Wang, Yiwen", "Li, Wenjie", "Liu, Pengfei" ]
https://huggingface.co/papers/2408.06941
[ "https://github.com/gair-nlp/openresearcher" ]
[]
[]
[]
EMNLP2024
emnlp-demo.23
https://aclanthology.org/2024.emnlp-demo.23/
Poster
2405.05583
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
[ "Iqbal, Hasan", "Wang, Yuxia", "Wang, Minghan", "Georgiev, Georgi Nenkov", "Geng, Jiahui", "Gurevych, Iryna", "Nakov, Preslav" ]
https://huggingface.co/papers/2405.05583
[ "https://github.com/yuxiaw/openfactcheck" ]
[ "hasaniqbal777/OpenFactCheck" ]
[]
[]
EMNLP2024
emnlp-demo.24
https://aclanthology.org/2024.emnlp-demo.24/
Poster
2408.03402
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning
[ "Man, Hieu", "Ngo, Nghia Trung", "Dernoncourt, Franck", "Nguyen, Thien Huu" ]
https://huggingface.co/papers/2408.03402
[ "https://github.com/nlp-uoregon/ullme" ]
[]
[]
[]
EMNLP2024
emnlp-demo.25
https://aclanthology.org/2024.emnlp-demo.25/
Poster
2410.16456
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning
[ "Ju, Da", "Jiang, Song", "Cohen, Andrew", "Foss, Aaron", "Mitts, Sasha", "Zharmagambetov, Arman", "Amos, Br", "on", "Li, Xian", "Kao, Justine T", "Fazel-Zar", "i, Maryam", "Tian, Yu", "ong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.26
https://aclanthology.org/2024.emnlp-demo.26/
Poster
MATSA: Multi-Agent Table Structure Attribution
[ "Mathur, Puneet", "Siu, Alexa", "Lipka, Nedim", "Sun, Tong" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.27
https://aclanthology.org/2024.emnlp-demo.27/
Poster
OpenT2T: An Open-Source Toolkit for Table-to-Text Generation
[ "Zhang, Haowei", "Si, Shengyun", "Zhao, Yilun", "Xie, Lujing", "Xu, Zhijian", "Chen, Lyuhao", "Nan, Linyong", "Wang, Pengcheng", "Tang, Xiangru", "Cohan, Arman" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.28
https://aclanthology.org/2024.emnlp-demo.28/
Poster
ChatHF: Collecting Rich Human Feedback from Real-time Conversations
[ "Li, Andrew", "Wang, Zhenduo", "Mendes, Ethan", "Le, Duong Minh", "Xu, Wei", "Ritter, Alan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.29
https://aclanthology.org/2024.emnlp-demo.29/
Poster
KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model
[ "Wu, Shun", "Wu, Di", "Luo, Kun", "Zhang, XueYou", "Zhao, Jun", "Liu, Kang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.30
https://aclanthology.org/2024.emnlp-demo.30/
Poster
Xinference: Making Large Model Serving Easy
[ "Lu, Weizheng", "Xiong, Lingfeng", "Zhang, Feng", "Qin, Xuye", "Chen, Yueguo" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.31
https://aclanthology.org/2024.emnlp-demo.31/
Poster
2409.03928
RETAIN: Interactive Tool for Regression Testing Guided LLM Migration
[ "Dixit, Tanay", "Lee, Daniel", "Fang, Sally", "Harsha, Sai Sree", "Sureshan, Anirudh", "Maharaj, Akash V", "Li, Yunyao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.32
https://aclanthology.org/2024.emnlp-demo.32/
Poster
ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics
[ "Devasier, Jacob", "Mediratta, Rishabh", "Le, Phuong Anh", "Huang, David", "Li, Chengkai" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.33
https://aclanthology.org/2024.emnlp-demo.33/
Poster
2411.01751
RAGViz: Diagnose and Visualize Retrieval-Augmented Generation
[ "Wang, Tevin", "He, Jingyuan", "Xiong, Chenyan" ]
[ "https://github.com/cxcscmu/ragviz" ]
[]
[]
[]
EMNLP2024
emnlp-demo.34
https://aclanthology.org/2024.emnlp-demo.34/
Poster
2408.11853
PyMarian: Fast Neural Machine Translation and Evaluation in Python
[ "Gowda, Thamme", "Grundkiewicz, Roman", "Rippeth, Elijah", "Post, Matt", "Junczys-Dowmunt, Marcin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-demo.35
https://aclanthology.org/2024.emnlp-demo.35/
Poster
2408.04284
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
[ "Abassy, Mervat", "Elozeiri, Kareem", "Aziz, Alex", "er", "Ta, Minh Ngoc", "Tomar, Raj Vardhan", "Adhikari, Bimarsha", "Ahmed, Saad El Dine", "Wang, Yuxia", "Mohammed Afzal, Osama", "Xie, Zhuohan", "Mansurov, Jonibek", "Artemova, Ekaterina", "Mikhailov, Vladislav", "Xing, Rui", "Geng, Jiahui", "Iqbal, Hasan", "Mujahid, Zain Muhammad", "Mahmoud, Tarek", "Tsvigun, Akim", "Aji, Alham Fikri", "Shelmanov, Artem", "Habash, Nizar", "Gurevych, Iryna", "Nakov, Preslav" ]
https://huggingface.co/papers/2408.04284
[ "https://github.com/mbzuai-nlp/llm-detectaive" ]
[]
[]
[]
EMNLP2024