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EMNLP 2024: all accepted papers

1,447 papers · page 13 of 15 · the most cited first · ← EMNLP 2024

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  1. Teaching Embodied Reinforcement Learning Agents: Informativeness and Diversity of Language Use ↗Jiajun Xi, Yinong He, Jianing Yang et al.1 citation
  2. Temporally Consistent Factuality Probing for Large Language Models ↗Ashutosh Bajpai, Aaryan Goyal, Atif Anwer et al.1 citation
  3. Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification ↗Letian Peng, Yi Gu, Chengyu Dong et al.1 citation
  4. The Accuracy Paradox in RLHF: When Better Reward Models Don't Yield Better Language Models ↗Yanjun Chen, Dawei Zhu, Yirong Sun et al.1 citation
  5. The Emergence of Compositional Languages in Multi-entity Referential Games: from Image to Graph Representations ↗Daniel Akkerman, Phong Le, Raquel G. Alhama1 citation
  6. The Empirical Variability of Narrative Perceptions of Social Media Texts ↗Joel Mire, Maria Antoniak, Elliott Ash et al.1 citation
  7. The Lou Dataset - Exploring the Impact of Gender-Fair Language in German Text Classification ↗Andreas Waldis, Joel Birrer, Anne Lauscher et al.1 citation
  8. Thoughts to Target: Enhance Planning for Target-driven Conversation ↗Zhonghua Zheng, Lizi Liao, Yang Deng et al.1 citation
  9. To Preserve or To Compress: An In-Depth Study of Connector Selection in Multimodal Large Language Models ↗Junyan Lin, Haoran Chen, Dawei Zhu et al.1 citation
  10. TokenVerse: Towards Unifying Speech and NLP Tasks via Transducer-based ASR ↗Shashi Kumar, Srikanth Madikeri, Juan Pablo Zuluaga Gomez et al.1 citation
  11. Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models ↗Yongjin Yang, Jongwoo Ko, Se-Young Yun1 citation
  12. Towards Fast Multilingual LLM Inference: Speculative Decoding and Specialized Drafters ↗Euiin Yi, Taehyeon Kim, Hongseok Jeung et al.1 citation
  13. Tree of Problems: Improving structured problem solving with compositionality ↗Armel Randy Zebaze, Benoît Sagot, Rachel Bawden1 citation
  14. TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution ↗Dongfang Li, Xinshuo Hu, Zetian Sun et al. · System Demonstrations1 citation
  15. Turn Waste into Worth: Rectifying Top-$k$ Router of MoE ↗Zhiyuan Zeng, Qipeng Guo, Zhaoye Fei et al.1 citation
  16. Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild ↗Ilana Zimmerman, Jadin Tredup, Ethan Selfridge et al. · Industry Track1 citation
  17. UNO Arena for Evaluating Sequential Decision-Making Capability of Large Language Models ↗Zhanyue Qin, Haochuan Wang, Deyuan Liu et al.1 citation
  18. Unlocking Memorization in Large Language Models with Dynamic Soft Prompting ↗Zhepeng Wang, Runxue Bao, Yawen Wu et al.1 citation
  19. Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models ↗Tianyi Men, Pengfei Cao, Zhuoran Jin et al.1 citation
  20. Unsupervised Human Preference Learning ↗Sumuk Shashidhar, Abhinav Chinta, Vaibhav Sahai et al.1 citation
  21. Unsupervised Named Entity Disambiguation for Low Resource Domains ↗Debarghya Datta, Soumajit Pramanik1 citation
  22. VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models ↗Jingtao Cao, Zhang Zheng, Hongru Wang et al.1 citation
  23. Varying Sentence Representations via Condition-Specified Routers ↗Ziyong Lin, Quansen Wang, Zixia Jia et al.1 citation
  24. What the Harm? Quantifying the Tangible Impact of Gender Bias in Machine Translation with a Human-centered Study ↗Beatrice Savoldi, Sara Papi, Matteo Negri et al. · 🏆 Social Impact Paper Award1 citation
  25. When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives ↗Yebowen Hu, Kaiqiang Song, Sangwoo Cho et al.1 citation
  26. Where is the signal in tokenization space? ↗Renato Geh, Honghua Zhang, Kareem Ahmed et al.1 citation
  27. Which Programming Language and What Features at Pre-training Stage Affect Downstream Logical Inference Performance? ↗Fumiya Uchiyama, Takeshi Kojima, Andrew Gambardella et al.1 citation
  28. Which questions should I answer? Salience Prediction of Inquisitive Questions ↗Yating Wu, Ritika Mangla, Alexandros G. Dimakis et al. · 🏆 Outstanding Paper Award1 citation
  29. With Ears to See and Eyes to Hear: Sound Symbolism Experiments with Multimodal Large Language Models ↗Tyler Loakman, Yucheng Li, Chenghua Lin1 citation
  30. World to Code: Multi-modal Data Generation via Self-Instructed Compositional Captioning and Filtering ↗Jiacong Wang, Bohong Wu, Haiyong Jiang et al.1 citation
  31. ZEBRA: Zero-Shot Example-Based Retrieval Augmentation for Commonsense Question Answering ↗Francesco Maria Molfese, Simone Conia, Riccardo Orlando et al.1 citation
  32. Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection ↗Gaetan Lopez Latouche, Marc-André Carbonneau, Benjamin Swanson1 citation
  33. “Flex Tape Can't Fix That”: Bias and Misinformation in Edited Language Models ↗Karina Halevy, Anna Sotnikova, Badr AlKhamissi et al.1 citation
  34. i-Code Studio: A Configurable and Composable Framework for Integrative AI ↗Yuwei Fang, Mahmoud Khademi, Chenguang Zhu et al. · System Demonstrations1 citation
  35. A Comparison of Language Modeling and Translation as Multilingual Pretraining Objectives ↗Zihao Li, Shaoxiong Ji, Timothee Mickus et al.
  36. A Probability–Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors ↗Naaman Tan, Josef Valvoda, Tianyu Liu et al.
  37. A Two-Step Approach for Data-Efficient French Pronunciation Learning ↗Hoyeon Lee, Hyeeun Jang, Jong-Hwan Kim et al.
  38. AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings ↗Revanth Gangi Reddy, Omar Attia, Yunyao Li et al.
  39. ALVIN: Active Learning Via INterpolation ↗Michalis Korakakis, Andreas Vlachos, Adrian Weller
  40. Adaptable Moral Stances of Large Language Models on Sexist Content: Implications for Society and Gender Discourse ↗Rongchen Guo, Isar Nejadgholi, Hillary Dawkins et al.
  41. Adapters Mixup: Mixing Parameter-Efficient Adapters to Enhance the Adversarial Robustness of Fine-tuned Pre-trained Text Classifiers ↗Tuc Van Nguyen, Thai Le
  42. Adaptive Axes: A Pipeline for In-domain Social Stereotype Analysis ↗Qingcheng Zeng, Mingyu Jin, Rob Voigt
  43. An Empirical Study of Multilingual Reasoning Distillation for Question Answering ↗Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Jinheon Baek et al.
  44. Analysis of Plan-based Retrieval for Grounded Text Generation ↗Ameya Godbole, Nicholas Monath, Seungyeon Kim et al.
  45. Applying Intrinsic Debiasing on Downstream Tasks: Challenges and Considerations for Machine Translation ↗Bar Iluz, Yanai Elazar, Asaf Yehudai et al.
  46. Attribute Diversity Determines the Systematicity Gap in VQA ↗Ian Berlot-Attwell, Kumar Krishna Agrawal, Annabelle Michael Carrell et al.
  47. Automatic sentence segmentation of clinical record narratives in real-world data ↗Dongfang Xu, Davy Weissenbacher, Karen O'Connor et al.
  48. BC-Prover: Backward Chaining Prover for Formal Theorem Proving ↗Yuhang He, Jihai Zhang, Jianzhu Bao et al.
  49. BPID: A Benchmark for Personal Identity Deduplication ↗Runhui Wang, Yefan Tao, Adit Krishnan et al. · Industry Track
  50. Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning ↗John Wu, David Wu, Jimeng Sun
  51. Beyond Reference: Evaluating High Quality Translations Better than Human References ↗Keonwoong Noh, Seokjin Oh, Woohwan Jung
  52. Birdie: Advancing State Space Language Modeling with Dynamic Mixtures of Training Objectives ↗Sam Blouir, Jimmy T.H. Smith, Antonios Anastasopoulos et al.
  53. Bootstrapped Policy Learning for Task-oriented Dialogue through Goal Shaping ↗Yangyang Zhao, Ben Niu, Mehdi Dastani et al.
  54. Building Resources for Emakhuwa: Machine Translation and News Classification Benchmarks ↗Felermino D. M. A. Ali, Henrique Lopes Cardoso, Rui Sousa-Silva
  55. CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling ↗Yu Bai, Xiyuan Zou, Heyan Huang et al.
  56. CONTESTS: a Framework for Consistency Testing of Span Probabilities in Language Models ↗Eitan Wagner, Yuli Slavutsky, Omri Abend
  57. CaT-Bench: Benchmarking Language Model Understanding of Causal and Temporal Dependencies in Plans ↗Yash Kumar Lal, Vanya Cohen, Nathanael Chambers et al.
  58. Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators ↗Prasoon Bajpai, Niladri Chatterjee, Subhabrata Dutta et al.
  59. Chain and Causal Attention for Efficient Entity Tracking ↗Erwan Fagnou, Paul Caillon, Blaise Delattre et al.
  60. ClaimLens: Automated, Explainable Fact-Checking on Voting Claims Using Frame-Semantics ↗Jacob Devasier, Rishabh Mediratta, Phuong Anh Le et al. · System Demonstrations
  61. Code Representation Pre-training with Complements from Program Executions ↗Jiabo Huang, Jianyu Zhao, Yuyang Rong et al. · Industry Track
  62. Commentator: A Code-mixed Multilingual Text Annotation Framework ↗Rajvee Sheth, Shubh Nisar, Heenaben Prajapati et al. · System Demonstrations
  63. Communicating with Speakers and Listeners of Different Pragmatic Levels ↗Kata Naszadi, Frans A Oliehoek, Christof Monz
  64. Consistent Bidirectional Language Modelling: Expressive Power and Representational Conciseness ↗Georgi Shopov, Stefan Gerdjikov
  65. Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models ↗Jerry Huang, Prasanna Parthasarathi, Mehdi Rezagholizadeh et al.
  66. Contrastive Policy Gradient: Aligning LLMs on sequence-level scores in a supervised-friendly fashion ↗Yannis Flet-Berliac, Nathan Grinsztajn, Florian Strub et al.
  67. Contribution of Linguistic Typology to Universal Dependency Parsing: An Empirical InvestigationAli Basirat, Navid Baradaran Hemmatiour summary
  68. CoverICL: Selective Annotation for In-Context Learning via Active Graph Coverage ↗Costas Mavromatis, Balasubramaniam Srinivasan, Zhengyuan Shen et al.
  69. Cross-lingual Back-Parsing: Utterance Synthesis from Meaning Representation for Zero-Resource Semantic Parsing ↗Deokhyung Kang, Seonjeong Hwang, Yunsu Kim et al.
  70. DEM: Distribution Edited Model for Training with Mixed Data Distributions ↗Dhananjay Ram, Aditya Rawal, Momchil Hardalov et al. · 🏆 Special Theme Paper Award
  71. Decoding with Limited Teacher Supervision Requires Understanding When to Trust the Teacher ↗Hyunjong Ok, Jegwang Ryu, Jaeho Lee
  72. Detecting Subtle Differences between Human and Model Languages Using Spectrum of Relative Likelihood ↗Yang Xu, Yu Wang, Hao An et al.
  73. DiAL : Diversity Aware Listwise Ranking for Query Auto-Complete ↗Sonali Singh, Sachin Sudhakar Farfade, Prakash Mandayam Comar · Industry Track
  74. Discovering Biases in Information Retrieval Models Using Relevance Thesaurus as Global Explanation ↗Youngwoo Kim, Razieh Rahimi, James Allan
  75. Do Large Language Models Know How Much They Know? ↗Gabriele Prato, Jerry Huang, Prasanna Parthasarathi et al.
  76. Do Text-to-Vis Benchmarks Test Real Use of Visualisations? ↗Hy Nguyen, Xuefei He, Andrew Reeson et al.
  77. DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging ↗Tzu-Han Lin, Chen-An Li, Hung-yi Lee et al.
  78. Don't Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention ↗Shu-Ting Pi, Pradeep Bagavan, Yejia Li et al. · Industry Track
  79. DynaThink: Fast or Slow? A Dynamic Decision-Making Framework for Large Language Models ↗Jiabao Pan, Yan Zhang, Chen Zhang et al.
  80. ECIS-VQG: Generation of Entity-centric Information-seeking Questions from Videos ↗Arpan Phukan, Manish Gupta, Asif Ekbal
  81. EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning ↗Kiran Purohit, Venktesh V, Raghuram Devalla et al.
  82. Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning ↗Panuthep Tasawong, Peerat Limkonchotiwat, Potsawee Manakul et al.
  83. Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic ↗Nathaniel Weir, Kate Sanders, Orion Weller et al.
  84. Evaluating Short-Term Temporal Fluctuations of Social Biases in Social Media Data and Masked Language Models ↗Yi Zhou, Danushka Bollegala, Jose Camacho-Collados
  85. Evalverse: Unified and Accessible Library for Large Language Model Evaluation ↗Jihoo Kim, Wonho Song, Dahyun Kim et al. · System Demonstrations
  86. Exploring Intra and Inter-language Consistency in Embeddings with ICA ↗Rongzhi Li, Takeru Matsuda, Hitomi Yanaka
  87. Exploring Union and Intersection of Visual Regions for Generating Questions, Answers, and Distractors ↗Wenjian Ding, Yao Zhang, Jun Wang et al.
  88. Exploring the Learning Capabilities of Language Models using LEVERWORLDS ↗Eitan Wagner, Amir Feder, Omri Abend
  89. External Knowledge-Driven Argument Mining: Leveraging Attention-Enhanced Multi-Network Models ↗Debela Gemechu, Chris Reed
  90. FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs ↗Yiyuan Li, Shichao Sun, Pengfei Liu
  91. Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments ↗Han Zhou, Xingchen Wan, Yinhong Liu et al.
  92. Fairness-Aware Online Positive-Unlabeled Learning ↗Hoin Jung, Xiaoqian Wang · Industry Track
  93. Fast Forwarding Low-Rank Training ↗Adir Rahamim, Naomi Saphra, Sara Kangaslahti et al.
  94. FastAdaSP: Multitask-Adapted Efficient Inference for Large Speech Language Model ↗Yichen Lu, Jiaqi Song, Chao-Han Huck Yang et al. · Industry Track
  95. Flee the Flaw: Annotating the Underlying Logic of Fallacious Arguments Through Templates and Slot-filling ↗Irfan Robbani, Paul Reisert, Surawat Pothong et al.
  96. FlipGuard: Defending Preference Alignment against Update Regression with Constrained Optimization ↗Mingye Zhu, Yi Liu, Quan Wang et al.
  97. GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets ↗Oh Joon Kwon, Daiki E. Matsunaga, Kee-Eung Kim
  98. GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and DomainsYang Janet Liu, Tatsuya Aoyama, Wesley Scivetti et al.our summary
  99. Generating Demonstrations for In-Context Compositional Generalization in Grounded Language Learning ↗Sam Spilsbury, Pekka Marttinen, Alexander Ilin
  100. Generating Vehicular Icon Descriptions and Indications Using Large Vision-Language Models ↗James Fletcher, Nicholas Dehnen, Seyed Nima Tayarani Bathaie et al. · Industry Track

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