Datasets:
IAMJB
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paper_conference_aggregate

Dataset card Data Studio Files
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emnlp-main.404
https://aclanthology.org/2024.emnlp-main.404/
Poster
2406.12546
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models
[ "Mondorf, Philipp", "Plank, Barbara" ]
https://huggingface.co/papers/2406.12546
[ "https://github.com/mainlp/TruthQuest" ]
[]
[]
[ "mainlp/TruthQuest-Human-Annotations", "mainlp/TruthQuest-AI-Annotations", "mainlp/TruthQuest" ]
EMNLP2024
emnlp-main.405
https://aclanthology.org/2024.emnlp-main.405/
Oral
2310.09505
Advancing Test-Time Adaptation in Wild Acoustic Test Settings
[ "Liu, Hongfu", "Huang, Hengguan", "Wang, Ye" ]
[ "https://github.com/Waffle-Liu/CEA" ]
[]
[]
[]
EMNLP2024
emnlp-main.406
https://aclanthology.org/2024.emnlp-main.406/
Poster
2406.14739
Learning to Retrieve Iteratively for In-Context Learning
[ "Chen, Yunmo", "Chen, Tongfei", "Jhamtani, Harsh", "Xia, Patrick", "Shin, Richard", "Eisner, Jason", "Van Durme, Benjamin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.407
https://aclanthology.org/2024.emnlp-main.407/
Oral
2410.19218
Taxonomy-guided Semantic Indexing for Academic Paper Search
[ "Kang, SeongKu", "Zhang, Yunyi", "Jiang, Pengcheng", "Lee, Dongha", "Han, Jiawei", "Yu, Hwanjo" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.408
https://aclanthology.org/2024.emnlp-main.408/
Poster
2402.10691
Python is Not Always the Best Choice: Embracing Multilingual Program of Thoughts
[ "Luo, Xianzhen", "Zhu, Qingfu", "Zhang, Zhiming", "Qin, Libo", "Zhang, Xuanyu", "Yang, Qing", "Xu, Dongliang", "Che, Wanxiang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.409
https://aclanthology.org/2024.emnlp-main.409/
Poster
2408.14866
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
[ "Liu, Hongfu", "Xie, Yuxi", "Wang, Ye", "Shieh, Michael" ]
[ "https://github.com/Waffle-Liu/DeGCG" ]
[]
[]
[]
EMNLP2024
emnlp-main.410
https://aclanthology.org/2024.emnlp-main.410/
Poster
Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation
[ "Cao, Zhiyu", "Li, Peifeng", "Fan, Yaxin", "Zhu, Qiaoming" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.411
https://aclanthology.org/2024.emnlp-main.411/
Poster
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs
[ "Li, Yiyuan", "Sun, Shichao", "Liu, Pengfei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.412
https://aclanthology.org/2024.emnlp-main.412/
Poster
2406.14155
Aligning Large Language Models with Diverse Political Viewpoints
[ "Stammbach, Dominik", "Widmer, Philine", "Cho, Eunjung", "Gulcehre, Caglar", "Ash, Elliott" ]
[ "https://github.com/dominiksinsaarland/aligning-LLMs-with-political-views" ]
[]
[]
[]
EMNLP2024
emnlp-main.413
https://aclanthology.org/2024.emnlp-main.413/
Poster
“You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations
[ "Nghiem, Huy", "Prindle, John", "Zhao, Jieyu", "Daum{\\'e} Iii, Hal" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.414
https://aclanthology.org/2024.emnlp-main.414/
Poster
2410.01490
Extending Context Window of Large Language Models from a Distributional Perspective
[ "Wu, Yingsheng", "Gu, Yuxuan", "Feng, Xiaocheng", "Zhong, Weihong", "Xu, Dongliang", "Yang, Qing", "Liu, Hongtao", "Qin, Bing" ]
https://huggingface.co/papers/2410.01490
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.415
https://aclanthology.org/2024.emnlp-main.415/
Poster
Leveraging pre-trained language models for linguistic analysis: A case of argument structure constructions
[ "Sung, Hakyung", "Kyle, Kristopher" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.416
https://aclanthology.org/2024.emnlp-main.416/
Poster
2311.08562
MAgIC: Investigation of Large Language Model Powered Multi-Agent in Cognition, Adaptability, Rationality and Collaboration
[ "Xu, Lin", "Hu, Zhiyuan", "Zhou, Daquan", "Ren, Hongyu", "Dong, Zhen", "Keutzer, Kurt", "Ng, See-Kiong", "Feng, Jiashi" ]
https://huggingface.co/papers/2311.08562
[ "https://github.com/cathyxl/magic" ]
[ "agentharbor/agenta" ]
[]
[]
EMNLP2024
emnlp-main.417
https://aclanthology.org/2024.emnlp-main.417/
Poster
2404.11216
Position Engineering: Boosting Large Language Models through Positional Information Manipulation
[ "He, Zhiyuan", "Jiang, Huiqiang", "Wang, Zilong", "Yang, Yuqing", "Qiu, Luna K.", "Qiu, Lili" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.418
https://aclanthology.org/2024.emnlp-main.418/
Poster
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
[ "Chen, Junying", "Gui, Chi", "Ouyang, Ruyi", "Gao, Anningzhe", "Chen, Shunian", "Chen, Guiming Hardy", "Wang, Xidong", "Cai, Zhenyang", "Ji, Ke", "Wan, Xiang", "Wang, Benyou" ]
[ "https://github.com/freedomintelligence/huatuogpt-vision" ]
[]
[]
[]
EMNLP2024
emnlp-main.419
https://aclanthology.org/2024.emnlp-main.419/
Oral
2405.05008
ADELIE: Aligning Large Language Models on Information Extraction
[ "Qi, Yunjia", "Peng, Hao", "Wang, Xiaozhi", "Xu, Bin", "Hou, Lei", "Li, Juanzi" ]
https://huggingface.co/papers/2405.05008
[ "https://github.com/THU-KEG/ADELIE" ]
[]
[ "THU-KEG/ADELIE-SFT", "THU-KEG/ADELIE-DPO", "THU-KEG/ADELIE-SFT-3B", "THU-KEG/ADELIE-DPO-3B", "THU-KEG/ADELIE-SFT-1.5B", "THU-KEG/ADELIE-DPO-1.5B" ]
[]
EMNLP2024
emnlp-main.420
https://aclanthology.org/2024.emnlp-main.420/
Poster
2408.03247
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons
[ "Wang, Yifei", "Chen, Yuheng", "Wen, Wanting", "Sheng, Yu", "Li, Linjing", "Zeng, Daniel Dajun" ]
[ "https://github.com/wangyifei0047/tfrkn" ]
[]
[]
[]
EMNLP2024
emnlp-main.421
https://aclanthology.org/2024.emnlp-main.421/
Poster
2406.13560
Lexically Grounded Subword Segmentation
[ "Libovick{\\'y}, Jind{\\v{r}}ich", "Helcl, Jind{\\v{r}}ich" ]
https://huggingface.co/papers/2406.13560
[ "https://github.com/ufal/legros-paper" ]
[]
[]
[]
EMNLP2024
emnlp-main.422
https://aclanthology.org/2024.emnlp-main.422/
Poster
2406.16858
EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees
[ "Li, Yuhui", "Wei, Fangyun", "Zhang, Chao", "Zhang, Hongyang" ]
https://huggingface.co/papers/2406.16858
[ "https://github.com/safeailab/eagle" ]
[]
[]
[]
EMNLP2024
emnlp-main.423
https://aclanthology.org/2024.emnlp-main.423/
Poster
2407.19726
Do Text-to-Vis Benchmarks Test Real Use of Visualisations?
[ "Nguyen, Hy", "He, Xuefei", "Reeson, Andrew", "Paris, Cecile", "Poon, Josiah", "Kummerfeld, Jonathan K." ]
[ "https://github.com/giahy2507/text-to-vis-benchmarks-assessment" ]
[]
[]
[]
EMNLP2024
emnlp-main.424
https://aclanthology.org/2024.emnlp-main.424/
Poster
2410.01188
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs
[ "Liu, Chengyuan", "Wang, Shihang", "Qing, Lizhi", "Kuang, Kun", "Kang, Yangyang", "Sun, Changlong", "Wu, Fei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.425
https://aclanthology.org/2024.emnlp-main.425/
Poster
2408.09757
Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning
[ "Hu, Jingyu", "Liu, Weiru", "Du, Mengnan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.426
https://aclanthology.org/2024.emnlp-main.426/
Poster
2410.03458
Multi-Dialect Vietnamese: Task, Dataset, Baseline Models and Challenges
[ "Dinh, Nguyen Van", "Dang, Thanh Chi", "Thanh Nguyen, Luan", "Nguyen, Kiet Van" ]
https://huggingface.co/papers/2410.03458
[ "https://github.com/nguyen-dv/ViMD_Dataset" ]
[]
[]
[]
EMNLP2024
emnlp-main.427
https://aclanthology.org/2024.emnlp-main.427/
Poster
2402.14016
Is LLM-as-a-Judge Robust? Investigating Universal Adversarial Attacks on Zero-shot LLM Assessment
[ "Raina, Vyas", "Liusie, Adian", "Gales, Mark" ]
https://huggingface.co/papers/2402.14016
[ "https://github.com/rainavyas/attack-comparative-assessment" ]
[]
[]
[]
EMNLP2024
emnlp-main.428
https://aclanthology.org/2024.emnlp-main.428/
Poster
Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal
[ "Lu, Zhicong", "Jin, Li", "Li, Peiguang", "Tian, Yu", "Zhang, Linhao", "Wang, Sirui", "Xu, Guangluan", "Tian, Changyuan", "Cai, Xunliang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.429
https://aclanthology.org/2024.emnlp-main.429/
Poster
2405.17830
More Than Catastrophic Forgetting: Integrating General Capabilities For Domain-Specific LLMs
[ "Liu, Chengyuan", "Kang, Yangyang", "Wang, Shihang", "Qing, Lizhi", "Zhao, Fubang", "Wu, Chao", "Sun, Changlong", "Kuang, Kun", "Wu, Fei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.430
https://aclanthology.org/2024.emnlp-main.430/
Poster
2405.06134
Muting Whisper: A Universal Acoustic Adversarial Attack on Speech Foundation Models
[ "Raina, Vyas", "Ma, Rao", "McGhee, Charles", "Knill, Kate", "Gales, Mark" ]
[ "https://github.com/rainavyas/prepend_acoustic_attack" ]
[]
[]
[]
EMNLP2024
emnlp-main.431
https://aclanthology.org/2024.emnlp-main.431/
Poster
GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation
[ "Katsimpras, Georgios", "Paliouras, Georgios" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.432
https://aclanthology.org/2024.emnlp-main.432/
Poster
2311.08614
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs
[ "Chen, Zichen", "Chen, Ji", "a", "Singh, Ambuj", "Sra, Misha" ]
https://huggingface.co/papers/2311.08614
[ "https://github.com/chen-zichen/xplainllm_dataset" ]
[]
[]
[]
EMNLP2024
emnlp-main.433
https://aclanthology.org/2024.emnlp-main.433/
Poster
Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning
[ "Zhou, Yuanpin", "Wang, Huogen" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.434
https://aclanthology.org/2024.emnlp-main.434/
Poster
2409.14083
SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information
[ "Sun, Jiashuo", "Zhang, Jihai", "Zhou, Yucheng", "Su, Zhaochen", "Qu, Xiaoye", "Cheng, Yu" ]
[ "https://github.com/gasolsun36/surf" ]
[]
[]
[]
EMNLP2024
emnlp-main.435
https://aclanthology.org/2024.emnlp-main.435/
Poster
2406.16382
UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models
[ "Qin, Zhanyue", "Wang, Haochuan", "Liu, Deyuan", "Song, Ziyang", "Fan, Cunhang", "Lv, Zhao", "Wu, Jinlin", "Lei, Zhen", "Tu, Zhiying", "Chu, Dianhui", "Yu, Xiaoyan", "Sui, Dianbo" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.436
https://aclanthology.org/2024.emnlp-main.436/
Poster
2402.14672
Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
[ "Gu, Yu", "Shu, Yiheng", "Yu, Hao", "Liu, Xiao", "Dong, Yuxiao", "Tang, Jie", "Srinivasa, Jayanth", "Latapie, Hugo", "Su, Yu" ]
https://huggingface.co/papers/2402.14672
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.437
https://aclanthology.org/2024.emnlp-main.437/
Poster
2407.02345
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space
[ "Tang, Yihong", "Wang, Bo", "Zhao, Dongming", "Jinxiaojia, Jinxiaojia", "Zhangjijun, Zhangjijun", "He, Ruifang", "Hou, Yuexian" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.438
https://aclanthology.org/2024.emnlp-main.438/
Poster
2410.05725
KnowledgeSG: Privacy-Preserving Synthetic Text Generation with Knowledge Distillation from Server
[ "Wang, WenHao", "Liang, Xiaoyu", "Ye, Rui", "Chai, Jingyi", "Chen, Siheng", "Wang, Yanfeng" ]
[ "https://github.com/wwh0411/knowledgesg" ]
[]
[]
[]
EMNLP2024
emnlp-main.439
https://aclanthology.org/2024.emnlp-main.439/
Poster
2410.04514
DAMRO: Dive into the Attention Mechanism of LVLM to Reduce Object Hallucination
[ "Gong, Xuan", "Ming, Tianshi", "Wang, Xinpeng", "Wei, Zhihua" ]
https://huggingface.co/papers/2410.04514
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.440
https://aclanthology.org/2024.emnlp-main.440/
Poster
2406.16033
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
[ "Men, Tianyi", "Cao, Pengfei", "Jin, Zhuoran", "Chen, Yubo", "Liu, Kang", "Zhao, Jun" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.441
https://aclanthology.org/2024.emnlp-main.441/
Poster
2407.02118
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale
[ "Zheng, Wenzhen", "Pan, Wenbo", "Xu, Xu", "Qin, Libo", "Yue, Li", "Zhou, Ming" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.442
https://aclanthology.org/2024.emnlp-main.442/
Poster
An Empirical Study of Multilingual Reasoning Distillation for Question Answering
[ "Payoungkhamdee, Patomporn", "Limkonchotiwat, Peerat", "Baek, Jinheon", "Manakul, Potsawee", "Udomcharoenchaikit, Can", "Chuangsuwanich, Ekapol", "Nutanong, Sarana" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.443
https://aclanthology.org/2024.emnlp-main.443/
Poster
2405.16908
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words?
[ "Yona, Gal", "Aharoni, Roee", "Geva, Mor" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.444
https://aclanthology.org/2024.emnlp-main.444/
Poster
2405.05904
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations?
[ "Gekhman, Zorik", "Yona, Gal", "Aharoni, Roee", "Eyal, Matan", "Feder, Amir", "Reichart, Roi", "Herzig, Jonathan" ]
https://huggingface.co/papers/2405.05904
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.445
https://aclanthology.org/2024.emnlp-main.445/
Poster
2410.05600
Bridging Modalities: Enhancing Cross-Modality Hate Speech Detection with Few-Shot In-Context Learning
[ "Hee, Ming Shan", "Kumaresan, Aditi", "Lee, Roy Ka-Wei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.446
https://aclanthology.org/2024.emnlp-main.446/
Poster
2406.10701
MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
[ "Xu, Baixuan", "Wang, Weiqi", "Shi, Haochen", "Ding, Wenxuan", "Jing, Huihao", "Fang, Tianqing", "Bai, Jiaxin", "Liu, Xin", "Yu, Changlong", "Li, Zheng", "Luo, Chen", "Yin, Qingyu", "Yin, Bing", "Chen, Long", "Song, Yangqiu" ]
[ "https://github.com/HKUST-KnowComp/MIND_Distillation" ]
[]
[]
[]
EMNLP2024
emnlp-main.447
https://aclanthology.org/2024.emnlp-main.447/
Poster
2410.04068
ECON: On the Detection and Resolution of Evidence Conflicts
[ "Jiayang, Cheng", "Chan, Chunkit", "Zhuang, Qianqian", "Qiu, Lin", "Zhang, Tianhang", "Liu, Tengxiao", "Song, Yangqiu", "Zhang, Yue", "Liu, Pengfei", "Zhang, Zheng" ]
https://huggingface.co/papers/2410.04068
[ "https://github.com/HKUST-KnowComp/EvidenceConflict" ]
[]
[]
[]
EMNLP2024
emnlp-main.448
https://aclanthology.org/2024.emnlp-main.448/
Poster
“Image, Tell me your story!” Predicting the original meta-context of visual misinformation
[ "Tonglet, Jonathan", "Moens, Marie-Francine", "Gurevych, Iryna" ]
[ "https://github.com/ukplab/5pils" ]
[]
[]
[]
EMNLP2024
emnlp-main.449
https://aclanthology.org/2024.emnlp-main.449/
Poster
2407.03227
Improving Retrieval-augmented Text-to-SQL with AST-based Ranking and Schema Pruning
[ "Shen, Zhili", "Vougiouklis, Pavlos", "Diao, Chenxin", "Vyas, Kaustubh", "Ji, Yuanyi", "Pan, Jeff Z." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.450
https://aclanthology.org/2024.emnlp-main.450/
Oral
2406.11909
Mixture-of-Subspaces in Low-Rank Adaptation
[ "Wu, Taiqiang", "Wang, Jiahao", "Zhao, Zhe", "Wong, Ngai" ]
https://huggingface.co/papers/2406.11909
[ "https://github.com/wutaiqiang/moslora" ]
[]
[]
[]
EMNLP2024
emnlp-main.451
https://aclanthology.org/2024.emnlp-main.451/
Poster
2406.15053
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data
[ "Watts, Ishaan", "Gumma, Varun", "Yadavalli, Aditya", "Seshadri, Vivek", "Swaminathan, Manohar", "Sitaram, Sunayana" ]
https://huggingface.co/papers/2406.15053
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.452
https://aclanthology.org/2024.emnlp-main.452/
Poster
2309.16289
LawBench: Benchmarking Legal Knowledge of Large Language Models
[ "Fei, Zhiwei", "Shen, Xiaoyu", "Zhu, Dawei", "Zhou, Fengzhe", "Han, Zhuo", "Huang, Alan", "Zhang, Songyang", "Chen, Kai", "Yin, Zhixin", "Shen, Zongwen", "Ge, Jidong", "Ng, Vincent" ]
[ "https://github.com/open-compass/lawbench" ]
[]
[]
[]
EMNLP2024
emnlp-main.453
https://aclanthology.org/2024.emnlp-main.453/
Poster
2409.12656
Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards
[ "{\\c{S}}ahinu{\\c{c}}, Furkan", "Tran, Thy Thy", "Grishina, Yulia", "Hou, Yufang", "Chen, Bei", "Gurevych, Iryna" ]
[ "https://github.com/ukplab/arxiv2024-leaderboard-generation" ]
[]
[]
[]
EMNLP2024
emnlp-main.454
https://aclanthology.org/2024.emnlp-main.454/
Poster
Efficient Vision-Language pre-training via domain-specific learning for human activities
[ "Bulat, Adrian", "Ouali, Yassine", "Guerrero, Ricardo", "Martinez, Brais", "Tzimiropoulos, Georgios" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.455
https://aclanthology.org/2024.emnlp-main.455/
Poster
2410.04439
Empowering Backbone Models for Visual Text Generation with Input Granularity Control and Glyph-Aware Training
[ "Li, Wenbo", "Li, Guohao", "Lan, Zhibin", "Xu, Xue", "Zhuang, Wanru", "Liu, Jiachen", "Xiao, Xinyan", "Su, Jinsong" ]
https://huggingface.co/papers/2410.04439
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.456
https://aclanthology.org/2024.emnlp-main.456/
Poster
2404.12726
Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
[ "Yuan, Xinfeng", "Yuan, Siyu", "Cui, Yuhan", "Lin, Tianhe", "Wang, Xintao", "Xu, Rui", "Chen, Jiangjie", "Yang, Deqing" ]
[ "https://github.com/joanna0123/character_profiling" ]
[]
[]
[]
EMNLP2024
emnlp-main.457
https://aclanthology.org/2024.emnlp-main.457/
Oral
2405.13816
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners
[ "Zhang, Shimao", "Gao, Changjiang", "Zhu, Wenhao", "Chen, Jiajun", "Huang, Xin", "Han, Xue", "Feng, Junlan", "Deng, Chao", "Huang, Shujian" ]
https://huggingface.co/papers/2405.13816
[ "https://github.com/shimao-zhang/llm-multilingual-learner" ]
[ "smarttang/blingsec" ]
[ "sunatte/txt2sql", "MachoMaheen/devdock4bit" ]
[]
EMNLP2024
emnlp-main.458
https://aclanthology.org/2024.emnlp-main.458/
Poster
2410.13181
AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning
[ "Sun, Hao", "Wu, Jiayi", "Cai, Hengyi", "Wei, Xiaochi", "Feng, Yue", "Wang, Bo", "Wang, Shuaiqiang", "Zhang, Yan", "Yin, Dawei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.459
https://aclanthology.org/2024.emnlp-main.459/
Poster
2410.06741
CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models
[ "Gong, Zi", "Yu, Hang", "Liao, Cong", "Liu, Bingchang", "Chen, Chaoyu", "Li, Jianguo" ]
[ "https://github.com/codefuse-ai/mftcoder" ]
[]
[]
[]
EMNLP2024
emnlp-main.460
https://aclanthology.org/2024.emnlp-main.460/
Poster
2406.11839
mDPO: Conditional Preference Optimization for Multimodal Large Language Models
[ "Wang, Fei", "Zhou, Wenxuan", "Huang, James Y.", "Xu, Nan", "Zhang, Sheng", "Poon, Hoifung", "Chen, Muhao" ]
https://huggingface.co/papers/2406.11839
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.461
https://aclanthology.org/2024.emnlp-main.461/
Poster
2410.05269
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models
[ "Wang, Fei", "Mehrabi, Ninareh", "Goyal, Palash", "Gupta, Rahul", "Chang, Kai-Wei", "Galstyan, Aram" ]
https://huggingface.co/papers/2410.05269
[ "" ]
[]
[]
[ "fwnlp/data-advisor-safety-alignment", "fwnlp/self-instruct-safety-alignment" ]
EMNLP2024
emnlp-main.462
https://aclanthology.org/2024.emnlp-main.462/
Poster
Language-to-Code Translation with a Single Labeled Example
[ "Bostrom, Kaj", "Jhamtani, Harsh", "Fang, Hao", "Thomson, Sam", "Shin, Richard", "Xia, Patrick", "Van Durme, Benjamin", "Eisner, Jason", "Andreas, Jacob" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.463
https://aclanthology.org/2024.emnlp-main.463/
Poster
2407.07799
Attribute or Abstain: Large Language Models as Long Document Assistants
[ "Buchmann, Jan", "Liu, Xiao", "Gurevych, Iryna" ]
[ "https://github.com/ukplab/arxiv2024-attribute-or-abstain" ]
[]
[]
[]
EMNLP2024
emnlp-main.464
https://aclanthology.org/2024.emnlp-main.464/
Poster
2408.10276
FEDKIM: Adaptive Federated Knowledge Injection into Medical Foundation Models
[ "Wang, Xiaochen", "Wang, Jiaqi", "Xiao, Houping", "Chen, Jinghui", "Ma, Fenglong" ]
[ "https://github.com/XiaochenWang-PSU/FedKIM" ]
[]
[]
[]
EMNLP2024
emnlp-main.465
https://aclanthology.org/2024.emnlp-main.465/
Poster
2407.05682
Retrieved In-Context Principles from Previous Mistakes
[ "Sun, Hao", "Jiang, Yong", "Wang, Bo", "Hou, Yingyan", "Zhang, Yan", "Xie, Pengjun", "Huang, Fei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.466
https://aclanthology.org/2024.emnlp-main.466/
Poster
2410.00316
EmoKnob: Enhance Voice Cloning with Fine-Grained Emotion Control
[ "Chen, Haozhe", "Chen, Run", "Hirschberg, Julia" ]
https://huggingface.co/papers/2410.00316
[ "https://github.com/tonychenxyz/emoknob" ]
[ "tonychenxyz/emo-knob" ]
[]
[]
EMNLP2024
emnlp-main.467
https://aclanthology.org/2024.emnlp-main.467/
Poster
2409.17066
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
[ "Liu, Yifei", "Wen, Jicheng", "Wang, Yang", "Ye, Shengyu", "Zhang, Li Lyna", "Cao, Ting", "Li, Cheng", "Yang, Mao" ]
https://huggingface.co/papers/2409.17066
[ "https://github.com/microsoft/vptq" ]
[ "VPTQ-community/VPTQ-Demo", "OpenSourceRonin/VPTQ-demo", "microsoft/VPTQ", "OpenSourceRonin/VPTQ_demo" ]
[ "VPTQ-community/Qwen2.5-72B-Instruct-v16-k65536-65536-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k65536-256-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v16-k65536-32768-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v16-k65536-64-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v16-k65536-65536-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v8-k65536-65536-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v8-k16384-0-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v8-k65536-0-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k65536-4-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k65536-0-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k1024-512-woft", "VPTQ-community/Meta-Llama-3.1-8B-Instruct-v12-k65536-4096-woft", "VPTQ-community/Qwen2.5-32B-Instruct-v8-k65536-256-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v16-k65536-16384-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v8-k65536-256-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v8-k32768-0-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k65536-4-woft-duplicated", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v16-k65536-1024-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v8-k4096-0-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v16-k32768-32768-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v16-k65536-128-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k512-512-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v16-k65536-256-woft", "VPTQ-community/Qwen2.5-7B-Instruct-v16-k65536-65536-woft", "VPTQ-community/Qwen2.5-72B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Qwen2.5-32B-Instruct-v16-k65536-65536-woft", "VPTQ-community/Qwen2.5-32B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v16-k65536-65536-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v8-k65536-65536-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v8-k65536-256-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v16-k65536-256-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v16-k65536-32768-woft", "VPTQ-community/Meta-Llama-3.1-8B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Meta-Llama-3.1-8B-Instruct-v8-k65536-4096-woft", "VPTQ-community/Meta-Llama-3.1-8B-Instruct-v8-k65536-256-woft", "VPTQ-community/Meta-Llama-3.1-70B-Instruct-v16-k65536-65536-woft", "VPTQ-community/Qwen2.5-7B-Instruct-v8-k65536-256-woft", "VPTQ-community/Qwen2.5-14B-Instruct-v8-k256-256-woft", "VPTQ-community/Qwen2.5-14B-Instruct-v16-k65536-65536-woft", "VPTQ-community/Qwen2.5-14B-Instruct-v8-k65536-256-woft", "VPTQ-community/Qwen2.5-14B-Instruct-v8-k65536-0-woft", "VPTQ-community/Qwen2.5-14B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Qwen2.5-7B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Qwen2.5-7B-Instruct-v8-k256-256-woft", "VPTQ-community/Qwen2.5-7B-Instruct-v8-k65536-0-woft", "VPTQ-community/Qwen2.5-32B-Instruct-v8-k65536-0-woft", "VPTQ-community/Qwen2.5-32B-Instruct-v8-k256-256-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v8-k65536-0-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v16-k65536-256-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v8-k65536-256-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v16-k65536-1024-woft", "VPTQ-community/Mistral-Large-Instruct-2407-v16-k65536-4096-woft", "VPTQ-community/Meta-Llama-3.1-405B-Instruct-v8-k65536-65536-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v8-k65536-256-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v16-k65536-65536-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v16-k65536-1024-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v8-k65536-0-woft", "VPTQ-community/Llama-3.1-Nemotron-70B-Instruct-HF-v16-k65536-16384-woft" ]
[]
EMNLP2024
emnlp-main.468
https://aclanthology.org/2024.emnlp-main.468/
Poster
An L* Algorithm for Deterministic Weighted Regular Languages
[ "Pasti, Clemente", "Karag{\\\"o}z, Talu", "Nowak, Franz", "Svete, Anej", "Boumasmoud, Reda", "Cotterell, Ryan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.469
https://aclanthology.org/2024.emnlp-main.469/
Poster
2312.09075
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection
[ "Sun, Hao", "Cai, Hengyi", "Wang, Bo", "Hou, Yingyan", "Wei, Xiaochi", "Wang, Shuaiqiang", "Zhang, Yan", "Yin, Dawei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.470
https://aclanthology.org/2024.emnlp-main.470/
Poster
2407.02352
Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification
[ "Sahu, Pritish", "Sikka, Karan", "Divakaran, Ajay" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.471
https://aclanthology.org/2024.emnlp-main.471/
Poster
2407.03623
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes
[ "Hirota, Yusuke", "Andrews, Jerone", "Zhao, Dora", "Papakyriakopoulos, Orestis", "Modas, Apostolos", "Nakashima, Yuta", "Xiang, Alice" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.472
https://aclanthology.org/2024.emnlp-main.472/
Poster
2410.07573
RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?
[ "Cao, Di", "Liao, Yong", "Shang, Xiuwei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.473
https://aclanthology.org/2024.emnlp-main.473/
Oral
2404.15219
Unsupervised End-to-End Task-Oriented Dialogue with LLMs: The Power of the Noisy Channel
[ "King, Brendan", "Flanigan, Jeffrey" ]
[ "https://github.com/jlab-nlp/nc_latent_tod" ]
[]
[]
[]
EMNLP2024
emnlp-main.474
https://aclanthology.org/2024.emnlp-main.474/
Poster
Humans or LLMs as the Judge? A Study on Judgement Bias
[ "Chen, Guiming Hardy", "Chen, Shunian", "Liu, Ziche", "Jiang, Feng", "Wang, Benyou" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.475
https://aclanthology.org/2024.emnlp-main.475/
Poster
2406.11827
WPO: Enhancing RLHF with Weighted Preference Optimization
[ "Zhou, Wenxuan", "Agrawal, Ravi", "Zhang, Shujian", "Indurthi, Sathish Reddy", "Zhao, Sanqiang", "Song, Kaiqiang", "Xu, Silei", "Zhu, Chenguang" ]
https://huggingface.co/papers/2406.11827
[ "https://github.com/wzhouad/wpo" ]
[]
[ "wzhouad/gemma-2-9b-it-WPO-HB", "wzhouad/Llama3-Instruct-8B-WPO-HB-v2", "QuantFactory/gemma-2-9b-it-WPO-HB-GGUF", "wzhouad/Llama3-Instruct-8B-WPO-FP", "wzhouad/Llama3-Instruct-8B-WPO-HB", "wzhouad/zephyr-7B-WPO-FP", "wzhouad/zephyr-7B-WPO-HB", "wzhouad/gemma-2-9b-it-WPO-FP", "RichardErkhov/wzhouad_-_gemma-2-9b-it-WPO-HB-gguf" ]
[]
EMNLP2024
emnlp-main.476
https://aclanthology.org/2024.emnlp-main.476/
Poster
2407.15366
Walking in Others' Shoes: How Perspective-Taking Guides Large Language Models in Reducing Toxicity and Bias
[ "Xu, Rongwu", "Zhou, Zian", "Zhang, Tianwei", "Qi, Zehan", "Yao, Su", "Xu, Ke", "Xu, Wei", "Qiu, Han" ]
https://huggingface.co/papers/2407.15366
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.477
https://aclanthology.org/2024.emnlp-main.477/
Poster
2405.13009
MetaReflection: Learning Instructions for Language Agents using Past Reflections
[ "Gupta, Priyanshu", "Kirtania, Shashank", "Singha, Ananya", "Gulwani, Sumit", "Radhakrishna, Arjun", "Soares, Gustavo", "Shi, Sherry" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.478
https://aclanthology.org/2024.emnlp-main.478/
Poster
2407.09136
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
[ "Daheim, Nico", "Macina, Jakub", "Kapur, Manu", "Gurevych, Iryna", "Sachan, Mrinmaya" ]
[ "https://github.com/eth-lre/verify-then-generate" ]
[]
[]
[]
EMNLP2024
emnlp-main.479
https://aclanthology.org/2024.emnlp-main.479/
Poster
2410.04074
On Eliciting Syntax from Language Models via Hashing
[ "Wang, Yiran", "Utiyama, Masao" ]
[ "https://github.com/speedcell4/parserker" ]
[]
[]
[]
EMNLP2024
emnlp-main.480
https://aclanthology.org/2024.emnlp-main.480/
Poster
2410.03502
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios
[ "Ouyang, Zetian", "Qiu, Yishuai", "Wang, Linlin", "De Melo, Gerard", "Zhang, Ya", "Wang, Yanfeng", "He, Liang" ]
[ "https://github.com/Optifine-TAT/CliMedBench" ]
[]
[]
[]
EMNLP2024
emnlp-main.481
https://aclanthology.org/2024.emnlp-main.481/
Poster
2305.04067
The Best Defense is Attack: Repairing Semantics in Textual Adversarial Examples
[ "Yang, Heng", "Li, Ke" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.482
https://aclanthology.org/2024.emnlp-main.482/
Poster
2410.06944
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages
[ "Ray, Pretam", "S", "han, Jivnesh", "Krishna, Amrith", "Goyal, Pawan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.483
https://aclanthology.org/2024.emnlp-main.483/
Poster
2407.15814
Perceptions of Linguistic Uncertainty by Language Models and Humans
[ "Bel{\\'e}m, Catarina G", "Kelly, Markelle", "Steyvers, Mark", "Singh, Sameer", "Smyth, Padhraic" ]
[ "https://github.com/ucidatalab/llm-uncertainty-perceptions" ]
[]
[]
[]
EMNLP2024
emnlp-main.484
https://aclanthology.org/2024.emnlp-main.484/
Oral
2411.01610
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
[ "Chang, Haw-Shiuan", "Peng, Nanyun", "Bansal, Mohit", "Ramakrishna, Anil", "Chung, Tagyoung" ]
[ "https://github.com/amazon-science/llm-asymptotic-decoding" ]
[]
[]
[]
EMNLP2024
emnlp-main.485
https://aclanthology.org/2024.emnlp-main.485/
Poster
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding
[ "Dong, Xiaoyu", "Feng, Yujie", "Lu, Zexin", "Shi, Guangyuan", "Wu, Xiao-Ming" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.486
https://aclanthology.org/2024.emnlp-main.486/
Poster
2403.08319
Knowledge Conflicts for LLMs: A Survey
[ "Xu, Rongwu", "Qi, Zehan", "Guo, Zhijiang", "Wang, Cunxiang", "Wang, Hongru", "Zhang, Yue", "Xu, Wei" ]
https://huggingface.co/papers/2403.08319
[ "https://github.com/pillowsofwind/knowledge-conflicts-survey" ]
[]
[]
[]
EMNLP2024
emnlp-main.487
https://aclanthology.org/2024.emnlp-main.487/
Poster
MisinfoEval: Generative AI in the Era of “Alternative Facts”
[ "Gabriel, Saadia", "Lyu, Liang", "Siderius, James", "Ghassemi, Marzyeh", "Andreas, Jacob", "Ozdaglar, Asuman E." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.488
https://aclanthology.org/2024.emnlp-main.488/
Poster
2411.06616
MEANT: Multimodal Encoder for Antecedent Information
[ "Irving, Benjamin", "Schoene, Annika Marie" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.489
https://aclanthology.org/2024.emnlp-main.489/
Poster
2402.06925
A Thorough Examination of Decoding Methods in the Era of LLMs
[ "Shi, Chufan", "Yang, Haoran", "Cai, Deng", "Zhang, Zhisong", "Wang, Yifan", "Yang, Yujiu", "Lam, Wai" ]
https://huggingface.co/papers/2402.06925
[ "https://github.com/davidfanzz/llm_decoding" ]
[]
[]
[]
EMNLP2024
emnlp-main.490
https://aclanthology.org/2024.emnlp-main.490/
Poster
2405.15028
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings
[ "Gangi Reddy, Revanth", "Attia, Omar", "Li, Yunyao", "Ji, Heng", "Potdar, Saloni" ]
https://huggingface.co/papers/2405.15028
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.491
https://aclanthology.org/2024.emnlp-main.491/
Poster
2406.15657
FIRST: Faster Improved Listwise Reranking with Single Token Decoding
[ "Gangi Reddy, Revanth", "Doo, JaeHyeok", "Xu, Yifei", "Sultan, Md Arafat", "Swain, Deevya", "Sil, Avirup", "Ji, Heng" ]
https://huggingface.co/papers/2406.15657
[ "https://github.com/gangiswag/llm-reranker" ]
[]
[ "rryisthebest/First_Model", "castorini/first_mistral" ]
[]
EMNLP2024
emnlp-main.492
https://aclanthology.org/2024.emnlp-main.492/
Poster
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights
[ "Kim, Hongjin", "Kim, Jai-Eun", "Kim, Harksoo" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.493
https://aclanthology.org/2024.emnlp-main.493/
Poster
2406.15968
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods
[ "Xie, Roy", "Wang, Junlin", "Huang, Ruomin", "Zhang, Minxing", "Ge, Rong", "Pei, Jian", "Gong, Neil Zhenqiang", "Dhingra, Bhuwan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.494
https://aclanthology.org/2024.emnlp-main.494/
Poster
“Flex Tape Can't Fix That”: Bias and Misinformation in Edited Language Models
[ "Halevy, Karina H", "Sotnikova, Anna", "AlKhamissi, Badr", "Montariol, Syrielle", "Bosselut, Antoine" ]
[ "https://github.com/ENSCMA2/flextape" ]
[]
[]
[]
EMNLP2024
emnlp-main.495
https://aclanthology.org/2024.emnlp-main.495/
Poster
2407.16997
Revisiting Who's Harry Potter: Towards Targeted Unlearning from a Causal Intervention Perspective
[ "Liu, Yujian", "Zhang, Yang", "Jaakkola, Tommi", "Chang, Shiyu" ]
https://huggingface.co/papers/2407.16997
[ "https://github.com/ucsb-nlp-chang/causal_unlearn" ]
[]
[]
[]
EMNLP2024
emnlp-main.496
https://aclanthology.org/2024.emnlp-main.496/
Poster
2407.06542
LIONs: An Empirically Optimized Approach to Align Language Models
[ "Yu, Xiao", "Wu, Qingyang", "Li, Yu", "Yu, Zhou" ]
https://huggingface.co/papers/2407.06542
[ "https://github.com/columbia-nlp-lab/lionalignment" ]
[ "eduagarcia/open_pt_llm_leaderboard" ]
[ "Columbia-NLP/LION-Gemma-2b-odpo-v1.0", "Columbia-NLP/LION-LLaMA-3-8b-dpo-v1.0", "Columbia-NLP/LION-LLaMA-3-8b-odpo-v1.0", "Columbia-NLP/LION-Gemma-2b-dpo-v1.0", "Columbia-NLP/LION-LLaMA-3-8b-sft-v1.0", "Columbia-NLP/LION-Gemma-2b-sft-v1.0", "RichardErkhov/Columbia-NLP_-_LION-Gemma-2b-dpo-v1.0-gguf", "RichardErkhov/Columbia-NLP_-_LION-LLaMA-3-8b-dpo-v1.0-gguf" ]
[ "Columbia-NLP/DPO-Nectar", "Columbia-NLP/DPO-UltraFeedback_binarized", "Columbia-NLP/DPO-tldr-summarisation-preferences", "Columbia-NLP/DPO-distilabel-intel-orca-dpo-pairs_cleaned", "Columbia-NLP/DPO-distilabel-capybara-dpo-7k-binarized", "Columbia-NLP/DPO-hh-rlhf", "Columbia-NLP/DPO-PKU-SafeRLHF", "Columbia-NLP/DPO-py-dpo-v0.1", "Columbia-NLP/DPO-HelpSteer" ]
EMNLP2024
emnlp-main.497
https://aclanthology.org/2024.emnlp-main.497/
Poster
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing
[ "Zhang, Haochen", "Dong, Yuyang", "Xiao, Chuan", "Oyamada, Masafumi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.498
https://aclanthology.org/2024.emnlp-main.498/
Oral
2406.10833
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery
[ "Zhang, Yu", "Chen, Xiusi", "Jin, Bowen", "Wang, Sheng", "Ji, Shuiwang", "Wang, Wei", "Han, Jiawei" ]
[ "https://github.com/yuzhimanhua/Awesome-Scientific-Language-Models" ]
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EMNLP2024
emnlp-main.499
https://aclanthology.org/2024.emnlp-main.499/
Poster
2404.10774
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents
[ "Tang, Liyan", "Laban, Philippe", "Durrett, Greg" ]
https://huggingface.co/papers/2404.10774
[ "https://github.com/liyan06/minicheck" ]
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[ "bespokelabs/Bespoke-MiniCheck-7B", "lytang/MiniCheck-Flan-T5-Large", "lytang/MiniCheck-RoBERTa-Large", "lytang/MiniCheck-DeBERTa-v3-Large" ]
[ "lytang/LLM-AggreFact", "lytang/C2D-and-D2C-MiniCheck" ]
EMNLP2024
emnlp-main.500
https://aclanthology.org/2024.emnlp-main.500/
Poster
2411.00173
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning
[ "Wu, John", "Wu, David", "Sun, Jimeng" ]
[ "" ]
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EMNLP2024
emnlp-main.501
https://aclanthology.org/2024.emnlp-main.501/
Poster
2310.18481
MOSEL: Inference Serving Using Dynamic Modality Selection
[ "Hu, Bodun", "Xu, Le", "Moon, Jeongyoon", "Yadwadkar, Neeraja J", "Akella, Aditya" ]
[ "" ]
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EMNLP2024
emnlp-main.502
https://aclanthology.org/2024.emnlp-main.502/
Poster
2407.00361
From RAG to Riches: Retrieval Interlaced with Sequence Generation
[ "Jain, Palak", "Baldini Soares, Livio", "Kwiatkowski, Tom" ]
[ "" ]
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EMNLP2024
emnlp-main.503
https://aclanthology.org/2024.emnlp-main.503/
Poster
2406.02925
Task Arithmetic can Mitigate Synthetic-to-Real Gap in Automatic Speech Recognition
[ "Su, Hsuan", "Farn, Hua", "Sun, Fan-Yun", "Chen, Shang-Tse", "Lee, Hung-yi" ]
https://huggingface.co/papers/2406.02925
[ "" ]
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EMNLP2024