Datasets:
IAMJB
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paper_conference_aggregate

Dataset card Data Studio Files
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emnlp-main.804
https://aclanthology.org/2024.emnlp-main.804/
Poster
DC-Instruct: An Effective Framework for Generative Multi-intent Spoken Language Understanding
[ "Xing, Bowen", "Liao, Lizi", "Huang, Minlie", "Tsang, Ivor" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.805
https://aclanthology.org/2024.emnlp-main.805/
Poster
2402.11176
KnowTuning: Knowledge-aware Fine-tuning for Large Language Models
[ "Lyu, Yougang", "Yan, Lingyong", "Wang, Shuaiqiang", "Shi, Haibo", "Yin, Dawei", "Ren, Pengjie", "Chen, Zhumin", "de Rijke, Maarten", "Ren, Zhaochun" ]
https://huggingface.co/papers/2402.11176
[ "https://github.com/youganglyu/knowtuning" ]
[ "Justinrune/LLaMA-Factory", "smarttang/blingsec" ]
[ "sunatte/txt2sql", "MachoMaheen/devdock4bit" ]
[]
EMNLP2024
emnlp-main.806
https://aclanthology.org/2024.emnlp-main.806/
Poster
2410.01488
SecCoder: Towards Generalizable and Robust Secure Code Generation
[ "Zhang, Boyu", "Du, Tianyu", "Tong, Junkai", "Zhang, Xuhong", "Chow, Kingsum", "Cheng, Sheng", "Wang, Xun", "Yin, Jianwei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.807
https://aclanthology.org/2024.emnlp-main.807/
Poster
2407.07099
Nash CoT: Multi-Path Inference with Preference Equilibrium
[ "Zhang, Ziqi", "Wang, Cunxiang", "Xiong, Xiao", "Zhang, Yue", "Wang, Donglin" ]
[ "https://github.com/stevezhangza/nash-chain-of-thought" ]
[]
[]
[]
EMNLP2024
emnlp-main.808
https://aclanthology.org/2024.emnlp-main.808/
Poster
2411.02063
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention
[ "Lv, Xingtai", "Ding, Ning", "Zhang, Kaiyan", "Hua, Ermo", "Cui, Ganqu", "Zhou, Bowen" ]
[ "https://github.com/tsinghuac3i/lpa" ]
[]
[]
[]
EMNLP2024
emnlp-main.809
https://aclanthology.org/2024.emnlp-main.809/
Poster
2406.11277
Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
[ "Cheng, Xiaoxue", "Li, Junyi", "Zhao, Xin", "Zhang, Hongzhi", "Zhang, Fuzheng", "Zhang, Di", "Gai, Kun", "Wen, Ji-Rong" ]
[ "https://github.com/rucaibox/haluagent" ]
[]
[]
[]
EMNLP2024
emnlp-main.810
https://aclanthology.org/2024.emnlp-main.810/
Poster
Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding
[ "Li, Wei", "Huang, Zhen", "Tian, Xinmei", "Lu, Le", "Li, Houqiang", "Shen, Xu", "Ye, Jieping" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.811
https://aclanthology.org/2024.emnlp-main.811/
Poster
2402.18216
LLM Task Interference: An Initial Study on the Impact of Task-Switch in Conversational History
[ "Gupta, Akash", "Sheth, Ivaxi", "Raina, Vyas", "Gales, Mark", "Fritz, Mario" ]
https://huggingface.co/papers/2402.18216
[ "https://github.com/ivaxi0s/llm-task-switch" ]
[]
[]
[]
EMNLP2024
emnlp-main.812
https://aclanthology.org/2024.emnlp-main.812/
Oral
2311.09090
Social Bias Probing: Fairness Benchmarking for Language Models
[ "Marchiori Manerba, Marta", "Stanczak, Karolina", "Guidotti, Riccardo", "Augenstein, Isabelle" ]
https://huggingface.co/papers/2311.09090
[ "" ]
[]
[]
[ "copenlu/sofa" ]
EMNLP2024
emnlp-main.813
https://aclanthology.org/2024.emnlp-main.813/
Poster
2311.09210
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
[ "Yu, Wenhao", "Zhang, Hongming", "Pan, Xiaoman", "Cao, Peixin", "Ma, Kaixin", "Li, Jian", "Wang, Hongwei", "Yu, Dong" ]
https://huggingface.co/papers/2311.09210
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.814
https://aclanthology.org/2024.emnlp-main.814/
Poster
2407.01009
DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models
[ "Pan, Jiabao", "Zhang, Yan", "Zhang, Chen", "Liu, Zuozhu", "Wang, Hongwei", "Li, Haizhou" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.815
https://aclanthology.org/2024.emnlp-main.815/
Poster
Revisiting Automated Evaluation for Long-form Table Question Answering
[ "Wang, Yuqi", "Chen, Lyuhao", "Cai, Songcheng", "Xu, Zhijian", "Zhao, Yilun" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.816
https://aclanthology.org/2024.emnlp-main.816/
Poster
2406.18245
Weak Reward Model Transforms Generative Models into Robust Causal Event Extraction Systems
[ "Silva, Italo Luis Da", "Yan, Hanqi", "Gui, Lin", "He, Yulan" ]
[ "https://github.com/oyarsa/event_extraction" ]
[]
[]
[]
EMNLP2024
emnlp-main.817
https://aclanthology.org/2024.emnlp-main.817/
Poster
2406.12050
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning
[ "Zhang, Zhihan", "Ge, Tao", "Liang, Zhenwen", "Yu, Wenhao", "Yu, Dian", "Jia, Mengzhao", "Yu, Dong", "Jiang, Meng" ]
https://huggingface.co/papers/2406.12050
[ "https://github.com/ytyz1307zzh/RefAug" ]
[]
[]
[]
EMNLP2024
emnlp-main.818
https://aclanthology.org/2024.emnlp-main.818/
Poster
2411.05764
FinDVer: Explainable Claim Verification over Long and Hybrid-content Financial Documents
[ "Zhao, Yilun", "Long, Yitao", "Jiang, Tintin", "Wang, Chengye", "Chen, Weiyuan", "Liu, Hongjun", "Tang, Xiangru", "Zhang, Yiming", "Zhao, Chen", "Cohan, Arman" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.819
https://aclanthology.org/2024.emnlp-main.819/
Poster
2405.15012
Extracting Prompts by Inverting LLM Outputs
[ "Zhang, Collin", "Morris, John Xavier", "Shmatikov, Vitaly" ]
https://huggingface.co/papers/2405.15012
[ "https://github.com/collinzrj/output2prompt" ]
[ "repelloai/whistleblower" ]
[]
[]
EMNLP2024
emnlp-main.820
https://aclanthology.org/2024.emnlp-main.820/
Poster
2407.10241
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
[ "Fan, Zhiting", "Chen, Ruizhe", "Xu, Ruiling", "Liu, Zuozhu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.821
https://aclanthology.org/2024.emnlp-main.821/
Poster
2410.00822
VHASR: A Multimodal Speech Recognition System With Vision Hotwords
[ "Hu, Jiliang", "Li, Zuchao", "Wang, Ping", "Ai, Haojun", "Zhang, Lefei", "Zhao, Hai" ]
https://huggingface.co/papers/2410.00822
[ "https://github.com/193746/VHASR" ]
[]
[ "MYTH-Lab/VHASR" ]
[]
EMNLP2024
emnlp-main.822
https://aclanthology.org/2024.emnlp-main.822/
Poster
A Probability–Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors
[ "Tan, Naaman", "Valvoda, Josef", "Liu, Tianyu", "Svete, Anej", "Qin, Yanxia", "Kan, Min-Yen", "Cotterell, Ryan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.823
https://aclanthology.org/2024.emnlp-main.823/
Poster
2406.12608
Bridging Local Details and Global Context in Text-Attributed Graphs
[ "Wang, Yaoke", "Zhu, Yun", "Zhang, Wenqiao", "Zhuang, Yueting", "Liyunfei, Liyunfei", "Tang, Siliang" ]
[ "https://github.com/wykk00/graphbridge" ]
[]
[]
[]
EMNLP2024
emnlp-main.824
https://aclanthology.org/2024.emnlp-main.824/
Poster
Building Resources for Emakhuwa: Machine Translation and News Classification Benchmarks
[ "Ali, Felermino D. M. A.", "Lopes Cardoso, Henrique", "Sousa-Silva, Rui" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.825
https://aclanthology.org/2024.emnlp-main.825/
Poster
2410.09642
RepMatch: Quantifying Cross-Instance Similarities in Representation Space
[ "Modarres, Mohammad Reza", "Abbasi, Sina", "Pilehvar, Mohammad Taher" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.826
https://aclanthology.org/2024.emnlp-main.826/
Poster
2410.23844
Commonsense Knowledge Editing Based on Free-Text in LLMs
[ "Huang, Xiusheng", "Wang, Yequan", "Zhao, Jun", "Liu, Kang" ]
[ "https://github.com/huangxiusheng/dem" ]
[]
[]
[]
EMNLP2024
emnlp-main.827
https://aclanthology.org/2024.emnlp-main.827/
Poster
A Closer Look at Multidimensional Online Political Incivility
[ "Pendzel, Sagi", "Lotan, Nir", "Zoizner, Alon", "Minkov, Einat" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.828
https://aclanthology.org/2024.emnlp-main.828/
Poster
Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training
[ "Li, Zetong", "Su, Qinliang", "Si, Shijing", "Yu, Jianxing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.829
https://aclanthology.org/2024.emnlp-main.829/
Poster
2406.00787
Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation
[ "Iluz, Bar", "Elazar, Yanai", "Yehudai, Asaf", "Stanovsky, Gabriel" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.830
https://aclanthology.org/2024.emnlp-main.830/
Oral
Unsupervised Named Entity Disambiguation for Low Resource Domains
[ "Datta, Debarghya", "Pramanik, Soumajit" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.831
https://aclanthology.org/2024.emnlp-main.831/
Poster
2410.07383
SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers
[ "Chekalina, Viktoriia A.", "Rudenko, Anna", "Mezentsev, Gleb", "Mikhalev, Aleks", "r", "Panchenko, Alex", "er", "Oseledets, Ivan" ]
[ "https://github.com/sayankotor/sparse_grads" ]
[]
[]
[]
EMNLP2024
emnlp-main.832
https://aclanthology.org/2024.emnlp-main.832/
Poster
MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion
[ "Li, Qingyang", "Zhong, Yanru", "Qin, Yuchu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.833
https://aclanthology.org/2024.emnlp-main.833/
Poster
2410.03907
ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
[ "Su, Ying", "Ling, Zhan", "Shi, Haochen", "Jiayang, Cheng", "Yim, Yauwai", "Song, Yangqiu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.834
https://aclanthology.org/2024.emnlp-main.834/
Poster
Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning
[ "Xie, Xiaopeng", "Yan, Ming", "Zhou, Xiwen", "Zhao, Chenlong", "Wang, Suli", "Zhang, Yong", "Zhou, Joey Tianyi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.835
https://aclanthology.org/2024.emnlp-main.835/
Poster
2406.17660
GRASS: Compute Efficient Low-Memory LLM Training with Structured Sparse Gradients
[ "Muhamed, Aashiq", "Li, Oscar", "Woodruff, David", "Diab, Mona T.", "Smith, Virginia" ]
https://huggingface.co/papers/2406.17660
[ "https://github.com/aashiqmuhamed/grass" ]
[]
[]
[]
EMNLP2024
emnlp-main.836
https://aclanthology.org/2024.emnlp-main.836/
Poster
2406.16845
RaTEScore: A Metric for Radiology Report Generation
[ "Zhao, Weike", "Wu, Chaoyi", "Zhang, Xiaoman", "Zhang, Ya", "Wang, Yanfeng", "Xie, Weidi" ]
https://huggingface.co/papers/2406.16845
[ "https://github.com/MAGIC-AI4Med/RaTEScore" ]
[]
[ "Angelakeke/RaTE-NER-Deberta" ]
[ "Angelakeke/RaTE-Eval", "Angelakeke/RaTE-NER" ]
EMNLP2024
emnlp-main.837
https://aclanthology.org/2024.emnlp-main.837/
Poster
HalluMeasure: Fine-grained Hallucination Measurement Using Chain-of-Thought Reasoning
[ "Akbar, Shayan Ali", "Hossain, Md Mosharaf", "Wood, Tess", "Chin, Si-Chi", "Salinas, Erica M", "Alvarez, Victor", "Cornejo, Erwin" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.838
https://aclanthology.org/2024.emnlp-main.838/
Poster
2411.00324
Learning to Rank Salient Content for Query-focused Summarization
[ "Sotudeh, Sajad", "Goharian, Nazli" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.839
https://aclanthology.org/2024.emnlp-main.839/
Poster
2410.02028
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions
[ "Ruan, Qian", "Kuznetsov, Ilia", "Gurevych, Iryna" ]
[ "https://github.com/UKPLab/llm_classifier" ]
[]
[]
[]
EMNLP2024
emnlp-main.840
https://aclanthology.org/2024.emnlp-main.840/
Poster
2407.18940
LitSearch: A Retrieval Benchmark for Scientific Literature Search
[ "Ajith, Anirudh", "Xia, Mengzhou", "Chevalier, Alexis", "Goyal, Tanya", "Chen, Danqi", "Gao, Tianyu" ]
https://huggingface.co/papers/2407.18940
[ "https://github.com/princeton-nlp/litsearch" ]
[]
[]
[]
EMNLP2024
emnlp-main.841
https://aclanthology.org/2024.emnlp-main.841/
Poster
2407.05609
Open-world Multi-label Text Classification with Extremely Weak Supervision
[ "Li, Xintong", "Jiang, Jinya", "Dharmani, Ria", "Srinivasa, Jayanth", "Liu, Gaowen", "Shang, Jingbo" ]
[ "https://github.com/Kaylee0501/X-MLClass" ]
[]
[]
[]
EMNLP2024
emnlp-main.842
https://aclanthology.org/2024.emnlp-main.842/
Poster
2402.00795
LLMs learn governing principles of dynamical systems, revealing an in-context neural scaling law
[ "Liu, Toni J.b.", "Boulle, Nicolas", "Sarfati, Rapha{\\\"e}l", "Earls, Christopher" ]
[ "https://github.com/AntonioLiu97/llmICL" ]
[]
[]
[]
EMNLP2024
emnlp-main.843
https://aclanthology.org/2024.emnlp-main.843/
Poster
2402.18909
AKEW: Assessing Knowledge Editing in the Wild
[ "Wu, Xiaobao", "Pan, Liangming", "Wang, William Yang", "Luu, Anh Tuan" ]
[ "https://github.com/BobXWu/AKEW" ]
[]
[]
[]
EMNLP2024
emnlp-main.844
https://aclanthology.org/2024.emnlp-main.844/
Poster
2407.07087
CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation
[ "Chen, Tong", "Asai, Akari", "Mireshghallah, Niloofar", "Min, Sewon", "Grimmelmann, James", "Choi, Yejin", "Hajishirzi, Hannaneh", "Zettlemoyer, Luke", "Koh, Pang Wei" ]
[ "https://github.com/chentong0/copy-bench" ]
[]
[]
[]
EMNLP2024
emnlp-main.845
https://aclanthology.org/2024.emnlp-main.845/
Poster
2312.06648
Dense X Retrieval: What Retrieval Granularity Should We Use?
[ "Chen, Tong", "Wang, Hongwei", "Chen, Sihao", "Yu, Wenhao", "Ma, Kaixin", "Zhao, Xinran", "Zhang, Hongming", "Yu, Dong" ]
https://huggingface.co/papers/2312.06648
[ "https://github.com/ct123098/factoid-wiki" ]
[]
[ "chentong00/propositionizer-wiki-flan-t5-large" ]
[ "LumberChunker/GutenQA_Propositions", "LumberChunker/GutenQA_Paragraphs" ]
EMNLP2024
emnlp-main.846
https://aclanthology.org/2024.emnlp-main.846/
Poster
2311.09630
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach
[ "Liu, Yanchen", "Ma, Mingyu Derek", "Qin, Wenna", "Zhou, Azure", "Chen, Jiaao", "Shi, Weiyan", "Wang, Wei", "Yang, Diyi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.847
https://aclanthology.org/2024.emnlp-main.847/
Poster
2410.20008
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models
[ "Zhao, Zheng", "Ziser, Yftah", "Cohen, Shay B" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.848
https://aclanthology.org/2024.emnlp-main.848/
Oral
XDetox: Text Detoxification with Token-Level Toxicity Explanations
[ "Lee, Beomseok", "Kim, Hyunwoo", "Kim, Keon", "Choi, Yong Suk" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.849
https://aclanthology.org/2024.emnlp-main.849/
Poster
Optimizing Chinese Lexical Simplification Across Word Types: A Hybrid Approach
[ "Xiao, ZiHao", "Gong, Jiefu", "Wang, Shijin", "Song, Wei" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.850
https://aclanthology.org/2024.emnlp-main.850/
Poster
2410.04628
Control Large Language Models via Divide and Conquer
[ "Li, Bingxuan", "Wang, Yiwei", "Meng, Tao", "Chang, Kai-Wei", "Peng, Nanyun" ]
https://huggingface.co/papers/2410.04628
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.851
https://aclanthology.org/2024.emnlp-main.851/
Poster
Joint Pre-Encoding Representation and Structure Embedding for Efficient and Low-Resource Knowledge Graph Completion
[ "Qiu, Chenyu", "Qian, Pengjiang", "Wang, Chuang", "Yao, Jian", "Liu, Li", "Wei, Fang", "Eddie, Eddie Y.k." ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.852
https://aclanthology.org/2024.emnlp-main.852/
Poster
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
[ "Chen, Lu", "Zheng, Rui", "Wang, Binghai", "Jin, Senjie", "Huang, Caishuang", "Ye, Junjie", "Zhang, Zhihao", "Zhou, Yuhao", "Xi, Zhiheng", "Gui, Tao", "Zhang, Qi", "Huang, Xuanjing" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.853
https://aclanthology.org/2024.emnlp-main.853/
Poster
RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts
[ "Wang, Yuanzheng", "Fan, Yixing", "Guo, Jiafeng", "Zhang, Ruqing", "Cheng, Xueqi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.854
https://aclanthology.org/2024.emnlp-main.854/
Poster
2410.08436
Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
[ "Zheng, Zi{'}ou", "Malon, Christopher", "Min, Martin Renqiang", "Zhu, Xiaodan" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.855
https://aclanthology.org/2024.emnlp-main.855/
Poster
Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning
[ "Tasawong, Panuthep", "Limkonchotiwat, Peerat", "Manakul, Potsawee", "Udomcharoenchaikit, Can", "Chuangsuwanich, Ekapol", "Nutanong, Sarana" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.856
https://aclanthology.org/2024.emnlp-main.856/
Poster
2410.19743
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction
[ "Wang, Hongru", "Wang, Rui", "Xue, Boyang", "Xia, Heming", "Cao, Jingtao", "Liu, Zeming", "Pan, Jeff Z.", "Wong, Kam-Fai" ]
https://huggingface.co/papers/2410.19743
[ "https://github.com/ruleGreen/AppBench" ]
[]
[]
[]
EMNLP2024
emnlp-main.857
https://aclanthology.org/2024.emnlp-main.857/
Poster
2406.12606
Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
[ "Chen, Zhipeng", "Zhou, Kun", "Zhao, Xin", "Wang, Jingyuan", "Wen, Ji-Rong" ]
[ "https://github.com/rucaibox/allo" ]
[]
[]
[]
EMNLP2024
emnlp-main.858
https://aclanthology.org/2024.emnlp-main.858/
Poster
AudioVSR: Enhancing Video Speech Recognition with Audio Data
[ "Yang, Xiaoda", "Cheng, Xize", "Duan, Jiaqi", "Qiu, Hongshun", "Hong, Minjie", "Fang, Minghui", "Ji, Shengpeng", "Zuo, Jialong", "Hong, Zhiqing", "Zhang, Zhimeng", "Jin, Tao" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.859
https://aclanthology.org/2024.emnlp-main.859/
Poster
2407.14044
ECCO: Can We Improve Model-Generated Code Efficiency Without Sacrificing Functional Correctness?
[ "Waghjale, Siddhant", "Veerendranath, Vishruth", "Wang, Zhiruo", "Fried, Daniel" ]
https://huggingface.co/papers/2407.14044
[ "https://github.com/codeeff/ecco" ]
[]
[]
[ "CodeEff/ECCO" ]
EMNLP2024
emnlp-main.860
https://aclanthology.org/2024.emnlp-main.860/
Poster
2406.15741
Ladder: A Model-Agnostic Framework Boosting LLM-based Machine Translation to the Next Level
[ "Feng, Zhaopeng", "Chen, Ruizhe", "Zhang, Yan", "Meng, Zijie", "Liu, Zuozhu" ]
https://huggingface.co/papers/2406.15741
[ "https://github.com/fzp0424/ladder" ]
[]
[]
[]
EMNLP2024
emnlp-main.861
https://aclanthology.org/2024.emnlp-main.861/
Poster
2406.01495
Re-ReST: Reflection-Reinforced Self-Training for Language Agents
[ "Dou, Zi-Yi", "Yang, Cheng-Fu", "Wu, Xueqing", "Chang, Kai-Wei", "Peng, Nanyun" ]
[ "https://github.com/PlusLabNLP/Re-ReST" ]
[]
[]
[]
EMNLP2024
emnlp-main.862
https://aclanthology.org/2024.emnlp-main.862/
Poster
Effective Synthetic Data and Test-Time Adaptation for OCR Correction
[ "Guan, Shuhao", "Xu, Cheng", "Lin, Moule", "Greene, Derek" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.863
https://aclanthology.org/2024.emnlp-main.863/
Poster
SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework
[ "Zhang, Fu", "Miao, Qi", "Cheng, Jingwei", "Yu, Hongsen", "Yan, Yi", "Li, Xin", "Wu, Yongxue" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.864
https://aclanthology.org/2024.emnlp-main.864/
Poster
2409.14750
FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension
[ "Liu, Junzhuo", "Yang, Xuzheng", "Li, Weiwei", "Wang, Peng" ]
[ "https://github.com/liujunzhuo/FineCops-Ref" ]
[]
[]
[]
EMNLP2024
emnlp-main.865
https://aclanthology.org/2024.emnlp-main.865/
Poster
2410.00519
Exploring the Learning Capabilities of Language Models using LEVERWORLDS
[ "Wagner, Eitan", "Feder, Amir", "Abend, Omri" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.866
https://aclanthology.org/2024.emnlp-main.866/
Poster
2409.19984
CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models
[ "Wagner, Eitan", "Slavutsky, Yuli", "Abend, Omri" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.867
https://aclanthology.org/2024.emnlp-main.867/
Poster
2410.16472
DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
[ "Suri, Manan", "Mathur, Puneet", "Dernoncourt, Franck", "Jain, Rajiv", "Morariu, Vlad I", "Sawhney, Ramit", "Nakov, Preslav", "Manocha, Dinesh" ]
https://huggingface.co/papers/2410.16472
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.868
https://aclanthology.org/2024.emnlp-main.868/
Poster
2407.01470
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging
[ "Lin, Tzu-Han", "Li, Chen-An", "Lee, Hung-yi", "Chen, Yun-Nung" ]
https://huggingface.co/papers/2407.01470
[ "https://github.com/miulab/dogerm" ]
[]
[ "miulab/llama2-7b-ultrafeedback-rm", "miulab/llama2-7b-magicoder-evol-instruct", "miulab/llama2-7b-alpaca-sft-10k", "miulab/llama2-7b-oss-instruct", "MachoMaheen/devdock4bit" ]
[]
EMNLP2024
emnlp-main.869
https://aclanthology.org/2024.emnlp-main.869/
Poster
Understanding Slang with LLMs: Modelling Cross-Cultural Nuances through Paraphrasing
[ "Wuraola, Ifeoluwa", "Dethlefs, Nina", "Marciniak, Daniel" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.870
https://aclanthology.org/2024.emnlp-main.870/
Poster
2312.06149
Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding
[ "Tu, Lifu", "Yavuz, Semih", "Qu, Jin", "Xu, Jiacheng", "Meng, Rui", "Xiong, Caiming", "Zhou, Yingbo" ]
https://huggingface.co/papers/2312.06149
[ "https://github.com/SalesforceAIResearch/Unlocking-TextGen" ]
[]
[]
[]
EMNLP2024
emnlp-main.871
https://aclanthology.org/2024.emnlp-main.871/
Poster
2309.06275
Re-Reading Improves Reasoning in Large Language Models
[ "Xu, Xiaohan", "Tao, Chongyang", "Shen, Tao", "Xu, Can", "Xu, Hongbo", "Long, Guodong", "Lou, Jian-Guang", "Ma, Shuai" ]
https://huggingface.co/papers/2309.06275
[ "https://github.com/tebmer/rereading-llm-reasoning" ]
[ "codelion/optillm", "fabiodr/optillm" ]
[]
[]
EMNLP2024
emnlp-main.872
https://aclanthology.org/2024.emnlp-main.872/
Poster
Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis
[ "Zeng, Qingcheng", "Jin, Mingyu", "Voigt, Rob" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.873
https://aclanthology.org/2024.emnlp-main.873/
Poster
2410.06420
ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments
[ "Ray, Sourjyadip", "Gupta, Kushal", "Kundu, Soumi", "Kasat, Dr Payal Arvind", "Aditya, Somak", "Goyal, Pawan" ]
[ "https://github.com/sourjyadip/ervqa-data" ]
[]
[]
[]
EMNLP2024
emnlp-main.874
https://aclanthology.org/2024.emnlp-main.874/
Poster
2410.17099
Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations
[ "Li, Jiyi" ]
[ "https://github.com/garfieldpigljy/ljycrowd" ]
[]
[]
[]
EMNLP2024
emnlp-main.875
https://aclanthology.org/2024.emnlp-main.875/
Poster
2405.19842
Improve Student's Reasoning Generalizability through Cascading Decomposed CoTs Distillation
[ "Dai, Chengwei", "Li, Kun", "Zhou, Wei", "Hu, Songlin" ]
[ "https://github.com/c-w-d/cascod" ]
[]
[]
[]
EMNLP2024
emnlp-main.876
https://aclanthology.org/2024.emnlp-main.876/
Poster
Revisiting Supervised Contrastive Learning for Microblog Classification
[ "Huang, Junbo", "Usbeck, Ricardo" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.877
https://aclanthology.org/2024.emnlp-main.877/
Poster
BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting
[ "Pu, Rui", "Li, Chaozhuo", "Ha, Rui", "Zhang, Litian", "Qiu, Lirong", "Zhang, Xi" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.878
https://aclanthology.org/2024.emnlp-main.878/
Poster
2407.02814
Images Speak Louder than Words: Understanding and Mitigating Bias in Vision-Language Model from a Causal Mediation Perspective
[ "Weng, Zhaotian", "Gao, Zijun", "Andrews, Jerone", "Zhao, Jieyu" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.879
https://aclanthology.org/2024.emnlp-main.879/
Poster
2410.07054
Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
[ "Wang, Weichuan", "Li, Zhaoyi", "Lian, Defu", "Ma, Chen", "Song, Linqi", "Wei, Ying" ]
[ "https://github.com/weichuanw/llm-based-mt-via-model-editing" ]
[]
[]
[]
EMNLP2024
emnlp-main.880
https://aclanthology.org/2024.emnlp-main.880/
Poster
2402.11451
SciAgent: Tool-augmented Language Models for Scientific Reasoning
[ "Ma, Yubo", "Gou, Zhibin", "Hao, Junheng", "Xu, Ruochen", "Wang, Shuohang", "Pan, Liangming", "Yang, Yujiu", "Cao, Yixin", "Sun, Aixin" ]
https://huggingface.co/papers/2402.11451
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.881
https://aclanthology.org/2024.emnlp-main.881/
Oral
Global Reward to Local Rewards: Multimodal-Guided Decomposition for Improving Dialogue Agents
[ "Lee, Dong Won", "Park, Hae Won", "Kim, Yoon", "Breazeal, Cynthia", "Morency, Louis-Philippe" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.882
https://aclanthology.org/2024.emnlp-main.882/
Poster
Towards Measuring and Modeling “Culture” in LLMs: A Survey
[ "Adilazuarda, Muhammad Farid", "Mukherjee, Sagnik", "Lavania, Pradhyumna", "Singh, Siddhant Shivdutt", "Aji, Alham Fikri", "O{'}Neill, Jacki", "Modi, Ashutosh", "Choudhury, Monojit" ]
[ "https://github.com/faridlazuarda/cultural-llm-papers" ]
[]
[]
[]
EMNLP2024
emnlp-main.883
https://aclanthology.org/2024.emnlp-main.883/
Poster
2406.14952
ESC-Eval: Evaluating Emotion Support Conversations in Large Language Models
[ "Zhao, Haiquan", "Li, Lingyu", "Chen, Shisong", "Kong, Shuqi", "Wang, Jiaan", "Huang, Kexin", "Gu, Tianle", "Wang, Yixu", "Wang, Jian", "D", "an, Liang", "Li, Zhixu", "Teng, Yan", "Xiao, Yanghua", "Wang, Yingchun" ]
https://huggingface.co/papers/2406.14952
[ "https://github.com/haidequanbu/esc-eval" ]
[]
[]
[]
EMNLP2024
emnlp-main.884
https://aclanthology.org/2024.emnlp-main.884/
Poster
2406.11661
Cultural Conditioning or Placebo? On the Effectiveness of Socio-Demographic Prompting
[ "Mukherjee, Sagnik", "Adilazuarda, Muhammad Farid", "Sitaram, Sunayana", "Bali, Kalika", "Aji, Alham Fikri", "Choudhury, Monojit" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.885
https://aclanthology.org/2024.emnlp-main.885/
Poster
Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features
[ "Yu, Xiao", "Chen, Kejiang", "Yang, Qi", "Zhang, Weiming", "Yu, Nenghai" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.886
https://aclanthology.org/2024.emnlp-main.886/
Poster
2410.02657
Hate Personified: Investigating the role of LLMs in content moderation
[ "Masud, Sarah", "Singh, Sahajpreet", "Hangya, Viktor", "Fraser, Alex", "er", "Chakraborty, Tanmoy" ]
[ "https://github.com/sahajps/Hate-Personified" ]
[]
[]
[]
EMNLP2024
emnlp-main.887
https://aclanthology.org/2024.emnlp-main.887/
Oral
2409.14065
Temporally Consistent Factuality Probing for Large Language Models
[ "Bajpai, Ashutosh", "Goyal, Aaryan", "Anwer, Atif", "Chakraborty, Tanmoy" ]
[ "https://github.com/ab-iitd/tecfap" ]
[]
[]
[]
EMNLP2024
emnlp-main.888
https://aclanthology.org/2024.emnlp-main.888/
Poster
2407.15489
A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives
[ "Li, Zihao", "Ji, Shaoxiong", "Mickus, Timothee", "Segonne, Vincent", "Tiedemann, J{\\\"o}rg" ]
[ "https://github.com/helsinki-nlp/lm-vs-mt" ]
[]
[]
[]
EMNLP2024
emnlp-main.889
https://aclanthology.org/2024.emnlp-main.889/
Poster
2409.14037
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators
[ "Bajpai, Prasoon", "Chatterjee, Niladri", "Dutta, Subhabrata", "Chakraborty, Tanmoy" ]
[ "https://github.com/Prasoon1207/llm-science-miscommunication" ]
[]
[]
[]
EMNLP2024
emnlp-main.890
https://aclanthology.org/2024.emnlp-main.890/
Poster
2406.16554
LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-Training
[ "Zhu, Tong", "Qu, Xiaoye", "Dong, Daize", "Ruan, Jiacheng", "Tong, Jingqi", "He, Conghui", "Cheng, Yu" ]
https://huggingface.co/papers/2406.16554
[ "https://github.com/pjlab-sys4nlp/llama-moe" ]
[]
[ "llama-moe/LLaMA-MoE-v1-3_5B-4_16", "llama-moe/LLaMA-MoE-v1-3_5B-2_8", "llama-moe/LLaMA-MoE-v1-3_0B-2_16", "llama-moe/LLaMA-MoE-v1-3_5B-2_8-sft", "llama-moe/LLaMA-MoE-v1-3_0B-2_16-sft", "llama-moe/LLaMA-MoE-v1-3_5B-4_16-sft" ]
[]
EMNLP2024
emnlp-main.891
https://aclanthology.org/2024.emnlp-main.891/
Poster
2406.18365
Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability
[ "Hu, Xinyu", "Lin, Li", "Gao, Mingqi", "Yin, Xunjian", "Wan, Xiaojun" ]
https://huggingface.co/papers/2406.18365
[ "https://github.com/PKU-ONELab/Themis" ]
[]
[ "PKU-ONELab/Themis", "RichardErkhov/PKU-ONELab_-_Themis-gguf" ]
[]
EMNLP2024
emnlp-main.892
https://aclanthology.org/2024.emnlp-main.892/
Poster
2410.03743
Mitigating Training Imbalance in LLM Fine-Tuning via Selective Parameter Merging
[ "Ju, Yiming", "Ni, Ziyi", "Xing, Xingrun", "Zeng, Zhixiong", "Zhao, Hanyu", "Fan, Siqi", "Zhang, Zheng" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.893
https://aclanthology.org/2024.emnlp-main.893/
Poster
Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning
[ "Spilsbury, Sam", "Marttinen, Pekka", "Ilin, Alex", "er" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.894
https://aclanthology.org/2024.emnlp-main.894/
Poster
2410.10859
FAME: Towards Factual Multi-Task Model Editing
[ "Zeng, Li", "Shan, Yingyu", "Liu, Zeming", "Yao, Jiashu", "Guo, Yuhang" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.895
https://aclanthology.org/2024.emnlp-main.895/
Poster
2401.02906
MLLM-Protector: Ensuring MLLM's Safety without Hurting Performance
[ "Pi, Renjie", "Han, Tianyang", "Zhang, Jianshu", "Xie, Yueqi", "Pan, Rui", "Lian, Qing", "Dong, Hanze", "Zhang, Jipeng", "Zhang, Tong" ]
[ "https://github.com/pipilurj/mllm-protector" ]
[]
[]
[]
EMNLP2024
emnlp-main.896
https://aclanthology.org/2024.emnlp-main.896/
Poster
2401.07103
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
[ "Li, Zhen", "Xu, Xiaohan", "Shen, Tao", "Xu, Can", "Gu, Jia-Chen", "Lai, Yuxuan", "Tao, Chongyang", "Ma, Shuai" ]
https://huggingface.co/papers/2401.07103
[ "https://github.com/chongyangtao/LLMs-for-NLG-Evaluation" ]
[]
[]
[]
EMNLP2024
emnlp-main.897
https://aclanthology.org/2024.emnlp-main.897/
Poster
2410.01518
InfiniPot: Infinite Context Processing on Memory-Constrained LLMs
[ "Kim, Minsoo", "Shim, Kyuhong", "Choi, Jungwook", "Chang, Simyung" ]
https://huggingface.co/papers/2410.01518
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.898
https://aclanthology.org/2024.emnlp-main.898/
Poster
2410.00741
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models
[ "Wang, Jiapeng", "Wang, Chengyu", "Huang, Kunzhe", "Huang, Jun", "Jin, Lianwen" ]
https://huggingface.co/papers/2410.00741
[ "" ]
[]
[ "alibaba-pai/VILD", "alibaba-pai/LVDR", "alibaba-pai/VideoCLIP-XL" ]
[]
EMNLP2024
emnlp-main.899
https://aclanthology.org/2024.emnlp-main.899/
Poster
CorrSynth - A Correlated Sampling Method for Diverse Dataset Generation from LLMs
[ "Kowshik, Suhas S", "Divekar, Abhishek", "Malik, Vijit" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.900
https://aclanthology.org/2024.emnlp-main.900/
Poster
2410.02499
Defining Knowledge: Bridging Epistemology and Large Language Models
[ "Fierro, Constanza", "Dhar, Ruchira", "Stamatiou, Filippos", "Garneau, Nicolas", "S{\\o}gaard, Anders" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.901
https://aclanthology.org/2024.emnlp-main.901/
Poster
TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs
[ "Jiang, Peiwen", "Lin, Xinbo", "Zhao, Zibo", "Ma, Ruhui", "Chen, Yvonne Jie", "Cheng, Jinhua" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.902
https://aclanthology.org/2024.emnlp-main.902/
Poster
Free your mouse! Command Large Language Models to Generate Code to Format Word Documents
[ "Rao, Shihao", "Li, Liang", "Liu, Jiapeng", "Weixin, Guan", "Gao, Xiyan", "Lim, Bing", "Ma, Can" ]
[ "" ]
[]
[]
[]
EMNLP2024
emnlp-main.903
https://aclanthology.org/2024.emnlp-main.903/
Poster
2407.17467
CMR Scaling Law: Predicting Critical Mixture Ratios for Continual Pre-training of Language Models
[ "Gu, Jiawei", "Yang, Zacc", "Ding, Chuanghao", "Zhao, Rui", "Tan, Fei" ]
[ "" ]
[]
[]
[]
EMNLP2024