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EMNLP 2024: all accepted papers

1,447 papers · page 10 of 15 · the most cited first · ← EMNLP 2024

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  1. Empowering Multi-step Reasoning across Languages via Program-Aided Language Models ↗Leonardo Ranaldi, Giulia Pucci, Barry Haddow et al.2 citations
  2. Enhancing LLM Capabilities Beyond Scaling Up ↗Wenpeng Yin, Muhao Chen, Rui Zhang et al. · Tutorial Abstracts2 citations
  3. Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing ↗Baihe Huang, Hiteshi Sharma, Yi Mao2 citations
  4. Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition ↗Pritika Ramu, Koustava Goswami, Apoorv Saxena et al.2 citations
  5. Estimating Knowledge in Large Language Models Without Generating a Single Token ↗Daniela Gottesman, Mor Geva2 citations
  6. Evaluating $n$-Gram Novelty of Language Models Using Rusty-DAWG ↗William Merrill, Noah A. Smith, Yanai Elazar2 citations
  7. Evaluating D-MERIT of Partial-annotation on Information Retrieval ↗Royi Rassin, Yaron Fairstein, Oren Kalinsky et al.2 citations
  8. Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models ↗Zi'ou Zheng, Christopher Malon, Martin Renqiang Min et al.2 citations
  9. Extending Context Window of Large Language Models from a Distributional Perspective ↗Yingsheng Wu, Yuxuan Gu, Xiaocheng Feng et al.2 citations
  10. F$^2$RL: Factuality and Faithfulness Reinforcement Learning Framework for Claim-Guided Evidence-Supported Counterspeech Generation ↗Haiyang Wang, Yuchen Pan, Xin Song et al.2 citations
  11. FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding ↗Jiali Cheng, Hadi Amiri2 citations
  12. FanLoRA: Fantastic LoRAs and Where to Find Them in Large Language Model Fine-tuning ↗Aaron Xuxiang Tian, Yi Zhao, Congrui Yin et al. · Industry Track2 citations
  13. From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP ↗Marius Mosbach, Vagrant Gautam, Tomás Vergara Browne et al.2 citations
  14. From RAG to Riches: Retrieval Interlaced with Sequence Generation ↗Palak Jain, Livio Baldini Soares, Tom Kwiatkowski2 citations
  15. From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis ↗Chuanqi Cheng, Jian Guan, Wei Wu et al.2 citations
  16. GOME: Grounding-based Metaphor Binding With Conceptual Elaboration For Figurative Language Illustration ↗Linhao Zhang, Jintao Liu, Li Jin et al.2 citations
  17. GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning ↗Aleksander Ficek, Jiaqi Zeng, Oleksii Kuchaiev2 citations
  18. GRIZAL: Generative Prior-guided Zero-Shot Temporal Action Localization ↗Onkar Kishor Susladkar, Gayatri Sudhir Deshmukh, Vandan Gorade et al.2 citations
  19. GeoIndia: A Seq2Seq Geocoding Approach for Indian Addresses ↗Bhavuk Singhal, Anshu Aditya, Lokesh Todwal et al. · Industry Track2 citations
  20. HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding ↗Fan Yuan, Chi Qin, Xiaogang Xu et al.2 citations
  21. How Do Humans Write Code? Large Models Do It the Same Way Too ↗Long Li, Xuzheng He, Haozhe Wang et al.2 citations
  22. How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data ↗Yejie Wang, Keqing He, Dayuan Fu et al.2 citations
  23. How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? ↗Yang Luo, Zangwei Zheng, Zirui Zhu et al.2 citations
  24. How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning ↗Zeping Yu, Sophia Ananiadou2 citations
  25. How to Compute the Probability of a Word ↗Tiago Pimentel, Clara Meister2 citations
  26. Human-LLM Hybrid Text Answer Aggregation for Crowd Annotations ↗Jiyi Li2 citations
  27. I Could've Asked That: Reformulating Unanswerable Questions ↗Wenting Zhao, Ge Gao, Claire Cardie et al.2 citations
  28. I love pineapple on pizza != I hate pineapple on pizza: Stance-Aware Sentence Transformers for Opinion Mining ↗Vahid Ghafouri, Jose Such, Guillermo Suarez-Tangil2 citations
  29. Improving Few-Shot Cross-Domain Named Entity Recognition by Instruction Tuning a Word-Embedding based Retrieval Augmented Large Language Model ↗Subhadip Nandi, Neeraj Agrawal · Industry Track2 citations
  30. Improving Hierarchical Text Clustering with LLM-guided Multi-view Cluster Representation ↗Anup Pattnaik, Cijo George, Rishabh Kumar Tripathi et al. · Industry Track2 citations
  31. Improving Retrieval in Sponsored Search by Leveraging Query Context Signals ↗Akash Kumar Mohankumar, Gururaj K, Gagan Madan et al. · Industry Track2 citations
  32. In-Context Compositional Generalization for Large Vision-Language Models ↗Chuanhao Li, Chenchen Jing, Zhen Li et al.2 citations
  33. Inductive-Deductive Strategy Reuse for Multi-Turn Instructional Dialogues ↗Jiao Ou, Jiayu Wu, Che Liu et al.2 citations
  34. InfiniPot: Infinite Context Processing on Memory-Constrained LLMs ↗Minsoo Kim, Kyuhong Shim, Jungwook Choi et al.2 citations
  35. Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes ↗Kosuke Nishida, Kyosuke Nishida, Kuniko Saito2 citations
  36. Integrating INCEpTION into larger annotation processes ↗Richard Eckart De Castilho, Jan-Christoph Klie, Iryna Gurevych · System Demonstrations2 citations
  37. Investigating Mysteries of CoT-Augmented Distillation ↗Somin Wadhwa, Silvio Amir, Byron C Wallace2 citations
  38. Investigating the Personality Consistency in Quantized Role-Playing Dialogue Agents ↗Yixiao Wang, Homa Fashandi, Kevin Ferreira · Industry Track2 citations
  39. Investigating the Role of Instruction Variety and Task Difficulty in Robotic Manipulation Tasks ↗Amit Parekh, Nikolas Vitsakis, Alessandro Suglia et al.2 citations
  40. Is C4 Dataset Optimal for Pruning? An Investigation of Calibration Data for LLM Pruning ↗Abhinav Bandari, Lu Yin, Cheng-Yu Hsieh et al.2 citations
  41. Is Child-Directed Speech Effective Training Data for Language Models?Steven Y. Feng, Noah D. Goodman, Michael C. Frank2 citations · our summary
  42. Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP ↗Omer Goldman, Alon Jacovi, Aviv Slobodkin et al.2 citations
  43. KARL: Knowledge-Aware Retrieval and Representations aid Retention and Learning in Students ↗Matthew Shu, Nishant Balepur, Shi Feng et al.2 citations
  44. Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas ↗Seungjong Sun, Eungu Lee, Seo Yeon Baek et al.2 citations
  45. Language Agents: Foundations, Prospects, and Risks ↗Yu Su, Diyi Yang, Shunyu Yao et al. · Tutorial Abstracts2 citations
  46. Language is Scary when Over-Analyzed: Unpacking Implied Misogynistic Reasoning with Argumentation Theory-Driven Prompts ↗Arianna Muti, Federico Ruggeri, Khalid Al Khatib et al.2 citations
  47. Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning ↗Zhihan Zhang, Tao Ge, Zhenwen Liang et al.2 citations
  48. Learning to Retrieve Iteratively for In-Context Learning ↗Yunmo Chen, Tongfei Chen, Harsh Jhamtani et al. · 🏆 Outstanding Paper Award2 citations
  49. Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training ↗Zetong Li, Qinliang Su, Shijing Si et al.2 citations
  50. Leveraging Context-Aware Prompting for Commit Message Generation ↗Zhihua Jiang, Jianwei Chen, Dongning Rao et al.2 citations
  51. Leveraging Estimated Transferability Over Human Intuition for Model Selection in Text Ranking ↗Jun Bai, Zhuofan Chen, Zhenzi Li et al.2 citations
  52. Lexically Grounded Subword Segmentation ↗Jindřich Libovický, Jindřich Helcl2 citations
  53. Lifelong Event Detection via Optimal Transport ↗Viet Dao, Van-Cuong Pham, Quyen Tran et al.2 citations
  54. Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt Learning ↗Qizhou Chen, Taolin Zhang, Xiaofeng He et al.2 citations
  55. MAIR: A Massive Benchmark for Evaluating Instructed Retrieval ↗Weiwei Sun, Zhengliang Shi, Wu Jiu Long et al.2 citations
  56. MARCO: Multi-Agent Real-time Chat Orchestration ↗Anubhav Shrimal, Stanley Kanagaraj, Kriti Biswas et al. · Industry Track2 citations
  57. MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space ↗Yihong Tang, Bo Wang, Dongming Zhao et al.2 citations
  58. MOSEL: Inference Serving Using Dynamic Modality Selection ↗Bodun Hu, Le Xu, Jeongyoon Moon et al.2 citations
  59. MP2D: An Automated Topic Shift Dialogue Generation Framework Leveraging Knowledge Graphs ↗Yerin Hwang, Yongil Kim, Yunah Jang et al.2 citations
  60. MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making ↗Dayuan Fu, Biqing Qi, Yihuai Gao et al.2 citations
  61. MTA4DPR: Multi-Teaching-Assistants Based Iterative Knowledge Distillation for Dense Passage Retrieval ↗Qixi Lu, Endong Xun, Gongbo Tang2 citations
  62. Measuring Psychological Depth in Language Models ↗Fabrice Y Harel-Canada, Hanyu Zhou, Sreya Muppalla et al. · 🏆 Outstanding Paper Award2 citations
  63. Media Attitude Detection via Framing Analysis with Events and their Relations ↗Jin Zhao, Jingxuan Tu, Han Du et al.2 citations
  64. Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion ↗Xinping Zhao, Jindi Yu, Zhenyu Liu et al. · System Demonstrations2 citations
  65. Mitigating Frequency Bias and Anisotropy in Language Model Pre-Training with Syntactic Smoothing ↗Richard Diehl Martinez, Zébulon Goriely, Andrew Caines et al.2 citations
  66. Mitigating the Impact of Reference Quality on Evaluation of Summarization Systems with Reference-Free Metrics ↗Théo Gigant, Camille Guinaudeau, Marc Decombas et al.2 citations
  67. Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation ↗Sweta Agrawal, José G. C. De Souza, Ricardo Rei et al.2 citations
  68. More DWUGs: Extending and Evaluating Word Usage Graph Datasets in Multiple Languages ↗Dominik Schlechtweg, Pierluigi Cassotti, Bill Noble et al.2 citations
  69. Multi-Level Cross-Modal Alignment for Speech Relation Extraction ↗Liang Zhang, Zhen Yang, Biao Fu et al.2 citations
  70. Multi-pass Decoding for Grammatical Error Correction ↗Xiaoying Wang, Lingling Mu, Jingyi Zhang et al.2 citations
  71. Multilingual Topic Classification in X: Dataset and Analysis ↗Dimosthenis Antypas, Asahi Ushio, Francesco Barbieri et al.2 citations
  72. NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian ↗Peng Liu, Lemei Zhang, Terje Farup et al.2 citations
  73. Nearest Neighbor Normalization Improves Multimodal Retrieval ↗Neil Chowdhury, Franklin Wang, Sumedh Shenoy et al.2 citations
  74. OATH-Frames: Characterizing Online Attitudes Towards Homelessness with LLM Assistants ↗Jaspreet Ranjit, Brihi Joshi, Rebecca Dorn et al. · 🏆 Outstanding Paper Award2 citations
  75. Optimizing Language Models with Fair and Stable Reward Composition in Reinforcement Learning ↗Jiahui Li, Hanlin Zhang, Fengda Zhang et al.2 citations
  76. PANDA: Persona Attributes Navigation for Detecting and Alleviating Overuse Problem in Large Language Models ↗Jinsung Kim, Seonmin Koo, Heuiseok Lim2 citations
  77. PCQPR: Proactive Conversational Question Planning with Reflection ↗Shasha Guo, Lizi Liao, Jing Zhang et al.2 citations
  78. Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity ↗Bowen Zhang, Chunping Li2 citations
  79. PepRec: Progressive Enhancement of Prompting for Recommendation ↗Yakun Yu, Shi-ang Qi, Baochun Li et al.2 citations
  80. Perceptions to Beliefs: Exploring Precursory Inferences for Theory of Mind in Large Language Models ↗Chani Jung, Dongkwan Kim, Jiho Jin et al.2 citations
  81. Personas as a Way to Model Truthfulness in Language Models ↗Nitish Joshi, Javier Rando, Abulhair Saparov et al.2 citations
  82. Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output ↗Hithesh Sankararaman, Mohammed Nasheed Yasin, Tanner Sorensen et al. · Industry Track2 citations
  83. Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging ↗Deyuan Liu, Zhanyue Qin, Hairu Wang et al.2 citations
  84. RAR: Retrieval-augmented retrieval for code generation in low resource languages ↗Avik Dutta, Mukul Singh, Gust Verbruggen et al.2 citations
  85. Rethinking the Reversal Curse of LLMs: a Prescription from Human Knowledge Reversal ↗Zhicong Lu, Li Jin, Peiguang Li et al.2 citations
  86. Retrieved In-Context Principles from Previous Mistakes ↗Hao Sun, Yong Jiang, Bo Wang et al.2 citations
  87. Revealing Personality Traits: A New Benchmark Dataset for Explainable Personality Recognition on Dialogues ↗Lei Sun, Jinming Zhao, Qin Jin2 citations
  88. Revisiting Automated Evaluation for Long-form Table Question Answering ↗Yuqi Wang, Lyuhao Chen, Songcheng Cai et al.2 citations
  89. Revisiting Supervised Contrastive Learning for Microblog Classification ↗Junbo Huang, Ricardo Usbeck2 citations
  90. Robust ASR Error Correction with Conservative Data Filtering ↗Takuma Udagawa, Masayuki Suzuki, Masayasu Muraoka et al. · Industry Track2 citations
  91. SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework ↗Fu Zhang, Qi Miao, Jingwei Cheng et al.2 citations
  92. SURf: Teaching Large Vision-Language Models to Selectively Utilize Retrieved Information ↗Jiashuo Sun, Jihai Zhang, Yucheng Zhou et al.2 citations
  93. Scalable Data Ablation Approximations for Language Models through Modular Training and Merging ↗Clara Na, Ian Magnusson, Ananya Harsh Jha et al.2 citations
  94. Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention ↗Xingtai Lv, Ning Ding, Kaiyan Zhang et al.2 citations
  95. ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws ↗Ruihang Li, Yixuan Wei, Miaosen Zhang et al.2 citations
  96. Seemingly Plausible Distractors in Multi-Hop Reasoning: Are Large Language Models Attentive Readers? ↗Neeladri Bhuiya, Viktor Schlegel, Stefan Winkler2 citations
  97. Semantics and Sentiment: Cross-lingual Variations in Emoji Use ↗Giulio Zhou, Sydelle De Souza, Ella Markham et al.2 citations
  98. ShadowLLM: Predictor-based Contextual Sparsity for Large Language Models ↗Yash Akhauri, Ahmed F. AbouElhamayed, Jordan Dotzel et al.2 citations
  99. Simul-MuST-C: Simultaneous Multilingual Speech Translation Corpus Using Large Language Model ↗Mana Makinae, Yusuke Sakai, Hidetaka Kamigaito et al.2 citations
  100. Subjective Topic meets LLMs: Unleashing Comprehensive, Reflective and Creative Thinking through the Negation of Negation ↗Fangrui Lv, Kaixiong Gong, Jian Liang et al.2 citations

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