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EMNLP 2024: all accepted papers

1,447 papers · page 11 of 15 · the most cited first · ← EMNLP 2024

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  1. Surprise! Uniform Information Density Isn't the Whole Story: Predicting Surprisal Contours in Long-form Discourse ↗Eleftheria Tsipidi, Franz Nowak, Ryan Cotterell et al.2 citations
  2. Synergizing In-context Learning with Hints for End-to-end Task-oriented Dialog Systems ↗Vishal Vivek Saley, Rocktim Jyoti Das, Dinesh Raghu et al.2 citations
  3. T-FREE: Subword Tokenizer-Free Generative LLMs via Sparse Representations for Memory-Efficient Embeddings ↗Björn Deiseroth, Manuel Brack, Patrick Schramowski et al.2 citations
  4. TempoFormer: A Transformer for Temporally-aware Representations in Change Detection ↗Talia Tseriotou, Adam Tsakalidis, Maria Liakata2 citations
  5. Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction ↗Zheye Deng, Chunkit Chan, Weiqi Wang et al.2 citations
  6. The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse ↗Xiaobo Guo, Neil Potnis, Melody Yu et al.2 citations
  7. To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning ↗Da Ju, Song Jiang, Andrew Cohen et al. · System Demonstrations2 citations
  8. Towards Interpretable Sequence Continuation: Analyzing Shared Circuits in Large Language Models ↗Michael Lan, Philip Torr, Fazl Barez2 citations
  9. Training-free Deep Concept Injection Enables Language Models for Video Question Answering ↗Xudong Lin, Manling Li, Richard Zemel et al.2 citations
  10. Understanding “Democratization” in NLP and ML Research ↗Arjun Subramonian, Vagrant Gautam, Dietrich Klakow et al.2 citations
  11. Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications ↗Weize Liu, Yinlong Xu, Hongxia Xu et al.2 citations
  12. VerifyMatch: A Semi-Supervised Learning Paradigm for Natural Language Inference with Confidence-Aware MixUp ↗Seo Yeon Park, Cornelia Caragea2 citations
  13. WebOlympus: An Open Platform for Web Agents on Live Websites ↗Boyuan Zheng, Boyu Gou, Scott Salisbury et al. · System Demonstrations2 citations
  14. What are the Generator Preferences for End-to-end Task-Oriented Dialog System? ↗Wanshi Xu, Xianwei Zhuang, Zhanpeng Chen et al.2 citations
  15. What is “Typological Diversity” in NLP? ↗Esther Ploeger, Wessel Poelman, Miryam de Lhoneux et al.2 citations
  16. When Generative Adversarial Networks Meet Sequence Labeling Challenges ↗Yu Tong, Ge Chen, Guokai Zheng et al.2 citations
  17. Whiteboard-of-Thought: Thinking Step-by-Step Across Modalities ↗Sachit Menon, Richard Zemel, Carl Vondrick2 citations
  18. WildVis: Open Source Visualizer for Million-Scale Chat Logs in the Wild ↗Yuntian Deng, Wenting Zhao, Jack Hessel et al. · System Demonstrations2 citations
  19. WorryWords: Norms of Anxiety Association for over 44k English Words ↗Saif M. Mohammad2 citations
  20. XDetox: Text Detoxification with Token-Level Toxicity Explanations ↗Beomseok Lee, Hyunwoo Kim, Keon Kim et al.2 citations
  21. A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites ↗Anna Hätty, Dragan Milchevski, Kersten Döring et al. · Industry Track1 citation
  22. A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models ↗Zhihao Wang, Shiyu Liu, Jianheng Huang et al.1 citation
  23. A Morphology-Based Investigation of Positional Encodings ↗Poulami Ghosh, Shikhar Vashishth, Raj Dabre et al.1 citation
  24. A Usage-centric Take on Intent Understanding in E-Commerce ↗Wendi Zhou, Tianyi Li, Pavlos Vougiouklis et al.1 citation
  25. AMR-Evol: Adaptive Modular Response Evolution Elicits Better Knowledge Distillation for Large Language Models in Code Generation ↗Ziyang Luo, Xin Li, Hongzhan Lin et al.1 citation
  26. ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback ↗Ju-Seung Byun, Jiyun Chun, Jihyung Kil et al.1 citation
  27. Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree ↗Harbani Jaggi, Kashyap Coimbatore Murali, Eve Fleisig et al.1 citation
  28. ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities ↗Ying Su, Zhan Ling, Haochen Shi et al.1 citation
  29. AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning ↗Hao Sun, Jiayi Wu, Hengyi Cai et al.1 citation
  30. Adaptive Immune-based Sound-Shape Code Substitution for Adversarial Chinese Text Attacks ↗Ao Wang, Xinghao Yang, Chen Li et al.1 citation
  31. Adaptive Question Answering: Enhancing Language Model Proficiency for Addressing Knowledge Conflicts with Source Citations ↗Sagi Shaier, Ari Kobren, Philip V. Ogren1 citation
  32. Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss ↗Bowen Zhang, Chunping Li1 citation
  33. Adversarial Text Generation using Large Language Models for Dementia Detection ↗Youxiang Zhu, Nana Lin, Kiran Sandilya Balivada et al.1 citation
  34. Alignment-Enhanced Decoding: Defending Jailbreaks via Token-Level Adaptive Refining of Probability Distributions ↗Quan Liu, Zhenhong Zhou, Longzhu He et al.1 citation
  35. An Analysis and Mitigation of the Reversal Curse ↗Ang Lv, Kaiyi Zhang, Shufang Xie et al.1 citation
  36. An L* Algorithm for Deterministic Weighted Regular Languages ↗Clemente Pasti, Talu Karagöz, Franz Nowak et al.1 citation
  37. Are Large Language Models In-Context Personalized Summarizers? Get an iCOPERNICUS Test Done! ↗Divya Patel, Pathik Patel, Ankush Chander et al.1 citation
  38. Assisting Breastfeeding and Maternity Experts in Responding to User Queries with an AI-in-the-loop Approach ↗Nadjet Bouayad-Agha, Ignasi Gomez-Sebastia, Alba Padro et al. · Industry Track1 citation
  39. Athena: Safe Autonomous Agents with Verbal Contrastive Learning ↗Tanmana Sadhu, Ali Pesaranghader, Yanan Chen et al. · Industry Track1 citation
  40. AutoTrain: No-code training for state-of-the-art models ↗Abhishek Thakur · System Demonstrations1 citation
  41. Autoregressive Pre-Training on Pixels and Texts ↗Yekun Chai, Qingyi Liu, Jingwu Xiao et al.1 citation
  42. BaitAttack: Alleviating Intention Shift in Jailbreak Attacks via Adaptive Bait Crafting ↗Rui Pu, Chaozhuo Li, Rui Ha et al.1 citation
  43. Bayesian Calibration of Win Rate Estimation with LLM Evaluators ↗Yicheng Gao, Gonghan Xu, Zhe Wang et al.1 citation
  44. Belief Revision: The Adaptability of Large Language Models Reasoning ↗Bryan Wilie, Samuel Cahyawijaya, Etsuko Ishii et al.1 citation
  45. Beyond Embeddings: The Promise of Visual Table in Visual Reasoning ↗Yiwu Zhong, Zi-Yuan Hu, Michael Lyu et al.1 citation
  46. Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models ↗Jaeseong Lee, Seung-won Hwang, Wonpyo Park et al.1 citation
  47. Building an Efficient Multilingual Non-Profit IR System for the Islamic Domain Leveraging Multiprocessing Design in Rust ↗Vera Pavlova, Mohammed Makhlouf · Industry Track1 citation
  48. CAVA: A Tool for Cultural Alignment Visualization & Analysis ↗Nevan Giuliani, Cheng Charles Ma, Prakruthi Pradeep et al. · System Demonstrations1 citation
  49. CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages ↗Pretam Ray, Jivnesh Sandhan, Amrith Krishna et al.1 citation
  50. Can Active Label Correction Improve LLM-based Modular AI Systems? ↗Karan Taneja, Ashok Goel1 citation
  51. Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? ↗Jianfeng He, Runing Yang, Linlin Yu et al.1 citation
  52. Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you! ↗Jiwan Chung, Seungwon Lim, Jaehyun Jeon et al.1 citation
  53. CareCorpus+: Expanding and Augmenting Caregiver Strategy Data to Support Pediatric Rehabilitation ↗Shahla Farzana, Ivana Lucero, Vivian Villegas et al.1 citation
  54. ChatHF: Collecting Rich Human Feedback from Real-time Conversations ↗Andrew Li, Zhenduo Wang, Ethan Mendes et al. · System Demonstrations1 citation
  55. Cluster-Norm for Unsupervised Probing of Knowledge ↗Walter Laurito, Sharan Maiya, Grégoire Dhimoïla et al.1 citation
  56. Collaborative Performance Prediction for Large Language Models ↗Qiyuan Zhang, Fuyuan Lyu, Xue Liu et al.1 citation
  57. CommVQA: Situating Visual Question Answering in Communicative Contexts ↗Nandita Shankar Naik, Christopher Potts, Elisa Kreiss1 citation
  58. Community-Cross-Instruct: Unsupervised Instruction Generation for Aligning Large Language Models to Online Communities ↗Zihao He, Minh Duc Chu, Rebecca Dorn et al.1 citation
  59. Concept Space Alignment in Multilingual LLMs ↗Qiwei Peng, Anders Søgaard1 citation
  60. Consecutive Batch Model Editing with HooK Layers ↗Shuaiyi Li, Yang Deng, Deng Cai et al.1 citation
  61. Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation ↗Zhen Lin, Shubhendu Trivedi, Jimeng Sun1 citation
  62. Contrastive Entity Coreference and Disambiguation for Historical Texts ↗Abhishek Arora, Emily Silcock, Melissa Dell et al.1 citation
  63. CorrSynth - A Correlated Sampling Method for Diverse Dataset Generation from LLMs ↗Suhas S Kowshik, Abhishek Divekar, Vijit Malik1 citation
  64. Course-Correction: Safety Alignment Using Synthetic Preferences ↗Rongwu Xu, Yishuo Cai, Zhenhong Zhou et al. · Industry Track1 citation
  65. Curriculum Consistency Learning for Conditional Sentence Generation ↗Liangxin Liu, Xuebo Liu, Lian Lian et al.1 citation
  66. DISCERN: Decoding Systematic Errors in Natural Language for Text Classifiers ↗Rakesh R Menon, Shashank Srivastava1 citation
  67. Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models ↗Fei Wang, Ninareh Mehrabi, Palash Goyal et al.1 citation
  68. Data, Data Everywhere: A Guide for Pretraining Dataset Construction ↗Jupinder Parmar, Shrimai Prabhumoye, Joseph Jennings et al.1 citation
  69. DataTales: A Benchmark for Real-World Intelligent Data Narration ↗Yajing Yang, Qian Liu, Min-Yen Kan1 citation
  70. Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information ↗Runze Xia, Congchi Yin, Piji Li1 citation
  71. Decompose and Compare Consistency: Measuring VLMs' Answer Reliability via Task-Decomposition Consistency Comparison ↗Qian Yang, Weixiang Yan, Aishwarya Agrawal1 citation
  72. DecorateLM: Data Engineering through Corpus Rating, Tagging, and Editing with Language Models ↗Ranchi Zhao, Zhen Leng Thai, Yifan Zhang et al.1 citation
  73. Dependency Graph Parsing as Sequence Labeling ↗Ana Ezquerro, David Vilares, Carlos Gómez-Rodríguez1 citation
  74. Detecting Ambiguous Utterances in an Intelligent Assistant ↗Satoshi Akasaki, Manabu Sassano · Industry Track1 citation
  75. Direct Multi-Turn Preference Optimization for Language Agents ↗Wentao Shi, Mengqi Yuan, Junkang Wu et al.1 citation
  76. Distributional Properties of Subword Regularization ↗Marco Cognetta, Vilém Zouhar, Naoaki Okazaki1 citation
  77. ERVQA: A Dataset to Benchmark the Readiness of Large Vision Language Models in Hospital Environments ↗Sourjyadip Ray, Kushal Gupta, Soumi Kundu et al.1 citation
  78. Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process ↗Peng Wang, Xiaobin Wang, Chao Lou et al.1 citation
  79. Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models ↗Po-Heng Chen, Yun-Nung Chen1 citation
  80. Enhancing AI Assisted Writing with One-Shot Implicit Negative Feedback ↗Benjamin Towle, Ke Zhou1 citation
  81. Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration ↗Kangxi Wu, Liang Pang, Huawei Shen et al.1 citation
  82. Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia ↗Tomás Feith, Akhil Arora, Martin Gerlach et al.1 citation
  83. Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets ↗Vatsal Gupta, Pranshu Pandya, Tushar Kataria et al.1 citation
  84. Evaluating Large Language Models via Linguistic Profiling ↗Alessio Miaschi, Felice Dell'Orletta, Giulia Venturi1 citation
  85. Evaluating Readability and Faithfulness of Concept-based Explanations ↗Meng Li, Haoran Jin, Ruixuan Huang et al.1 citation
  86. Evaluating the Effectiveness of Large Language Models in Establishing Conversational Grounding ↗Biswesh Mohapatra, Manav Nitin Kapadnis, Laurent Romary et al.1 citation
  87. Experimental Contexts Can Facilitate Robust Semantic Property Inference in Language Models, but Inconsistently ↗Kanishka Misra, Allyson Ettinger, Kyle Mahowald1 citation
  88. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM ↗Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal et al.1 citation
  89. Explicit Memory Learning with Expectation Maximization ↗Zhangyue Yin, Qiushi Sun, Qipeng Guo et al.1 citation
  90. Exploring Space Efficiency in a Tree-based Linear Model for Extreme Multi-label Classification ↗He-Zhe Lin, Cheng-Hung Liu, Chih-Jen Lin1 citation
  91. Exploring the Practicality of Generative Retrieval on Dynamic Corpora ↗Chaeeun Kim, Soyoung Yoon, Hyunji Lee et al.1 citation
  92. Eyes Don't Lie: Subjective Hate Annotation and Detection with Gaze ↗Özge Alacam, Sanne Hoeken, Sina Zarrieß1 citation
  93. FAC$^2$E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition ↗Xiaoqiang Wang, Lingfei Wu, Tengfei Ma et al.1 citation
  94. FAME: Towards Factual Multi-Task Model Editing ↗Li Zeng, Yingyu Shan, Zeming Liu et al.1 citation
  95. FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation ↗KaShun Shum, Minrui Xu, Jianshu Zhang et al.1 citation
  96. First Heuristic Then Rational: Dynamic Use of Heuristics in Language Model Reasoning ↗Yoichi Aoki, Keito Kudo, Tatsuki Kuribayashi et al.1 citation
  97. Focused Large Language Models are Stable Many-Shot Learners ↗Peiwen Yuan, Shaoxiong Feng, Yiwei Li et al.1 citation
  98. Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge ↗Jiahuan Li, Yiqing Cao, Shujian Huang et al. · 🏆 Outstanding Paper Award1 citation
  99. Free your mouse! Command Large Language Models to Generate Code to Format Word Documents ↗Shihao Rao, Liang Li, Jiapeng Liu et al.1 citation
  100. GENRA: Enhancing Zero-shot Retrieval with Rank Aggregation ↗Georgios Katsimpras, Georgios Paliouras1 citation

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