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EMNLP 2024: all accepted papers

1,447 papers · page 14 of 15 · the most cited first · ← EMNLP 2024

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  1. Generative Dictionary: Improving Language Learner Understanding with Contextual Definitions ↗Kai-Wen Tuan, Hai-Lun Tu, Jason S. Chang · System Demonstrations
  2. Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection ↗Abhishek Purushothama, Adam Wiemerslage, Katharina von der Wense
  3. How Hard is this Test Set? NLI Characterization by Exploiting Training Dynamics ↗Adrian Cosma, Stefan Ruseti, Mihai Dascalu et al.
  4. Human-Centered Evaluation of Language Technologies ↗Su Lin Blodgett, Jackie Chi Kit Cheung, Vera Liao et al. · Tutorial Abstracts
  5. Hyper-QKSG: Framework for Automating Query Generation and Knowledge-Snippet Extraction from Tables and Lists ↗Dooyoung Kim, Yoonjin Jang, Dongwook Shin et al. · Industry Track
  6. I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation ↗Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu et al.
  7. Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning ↗Lu Chen, Rui Zheng, Binghai Wang et al.
  8. Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach ↗Maxime Poli, Emmanuel Chemla, Emmanuel Dupoux
  9. Incomplete Utterance Rewriting with Editing Operation Guidance and Utterance Augmentation ↗Zhiyu Cao, Peifeng Li, Yaxin Fan et al.
  10. Incubating Text Classifiers Following User Instruction with Nothing but LLM ↗Letian Peng, Zilong Wang, Jingbo Shang
  11. Inference Helps PLMs' Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs ↗Juncai Li, Ru Li, Xiaoli Li et al.
  12. Instruction-Driven Game Engine: A Poker Case Study ↗Hongqiu Wu, Xingyuan Liu, Yan Wang et al. · System Demonstrations
  13. Interpretable Composition Attribution Enhancement for Visio-linguistic Compositional Understanding ↗Wei Li, Zhen Huang, Xinmei Tian et al.
  14. Interventional Speech Noise Injection for ASR Generalizable Spoken Language Understanding ↗YeonJoon Jung, Jaeseong Lee, Seungtaek Choi et al.
  15. Investigating Multilingual Instruction-Tuning: Do Polyglot Models Demand for Multilingual Instructions? ↗Alexander Arno Weber, Klaudia Thellmann, Jan Ebert et al.
  16. KMatrix: A Flexible Heterogeneous Knowledge Enhancement Toolkit for Large Language Model ↗Shun Wu, Di Wu, Kun Luo et al. · System Demonstrations
  17. KNN-Instruct: Automatic Instruction Construction with K Nearest Neighbor Deduction ↗Jianshang Kou, Benfeng Xu, Chiwei Zhu et al.
  18. LIONs: An Empirically Optimized Approach to Align Language Models ↗Xiao Yu, Qingyang Wu, Yu Li et al.
  19. LM-Interview: An Easy-to-use Smart Interviewer System via Knowledge-guided Language Model Exploitation ↗Hanming Li, Jifan Yu, Ruimiao Li et al. · System Demonstrations
  20. Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models ↗Hyungjoo Chae, Yeonghyeon Kim, Seungone Kim et al.
  21. Language-to-Code Translation with a Single Labeled Example ↗Kaj Bostrom, Harsh Jhamtani, Hao Fang et al.
  22. Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models ↗Zheng Zhao, Yftah Ziser, Shay B. Cohen
  23. Learning to Correct for QA Reasoning with Black-box LLMs ↗Jaehyung Kim, Dongyoung Kim, Yiming Yang
  24. Learning to Rank Salient Content for Query-focused Summarization ↗Sajad Sotudeh, Nazli Goharian
  25. Learning to Write Rationally: How Information Is Distributed in Non-native Speakers' Essays ↗Zixin Tang, Janet G. van Hell
  26. Let Me Teach You: Pedagogical Foundations of Feedback for Language Models ↗Beatriz Borges, Niket Tandon, Tanja Käser et al.
  27. Leveraging Conflicts in Social Media Posts: Unintended Offense Dataset ↗Che-Wei Tsai, Yen-Hao Huang, Tsu-Keng Liao et al.
  28. Linear Layer Extrapolation for Fine-Grained Emotion Classification ↗Mayukh Sharma, Sean O'Brien, Julian McAuley
  29. Local Contrastive Editing of Gender Stereotypes ↗Marlene Lutz, Rochelle Choenni, Markus Strohmaier et al.
  30. LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations ↗Shengda Fan, Yanting Wang, Shasha Mo et al.
  31. M3D: MultiModal MultiDocument Fine-Grained Inconsistency Detection ↗Chia-Wei Tang, Ting-Chih Chen, Kiet A. Nguyen et al.
  32. MARS: Multilingual Aspect-centric Review Summarisation ↗Sandeep Sricharan Mukku, Abinesh Kanagarajan, Chetan Aggarwal et al. · Industry Track
  33. MEANT: Multimodal Encoder for Antecedent Information ↗Benjamin Irving, Annika Marie Schoene
  34. MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding ↗Yang Liu, Huang Fang, Yunfeng Cai et al.
  35. Making Large Language Models Better Reasoners with Orchestrated Streaming Experiences ↗Xiangyang Liu, Junliang He, Xipeng Qiu
  36. MiTTenS: A Dataset for Evaluating Gender Mistranslation ↗Kevin Robinson, Sneha Kudugunta, Romina Stella et al.
  37. Mitigating Language Bias of LMMs in Social Intelligence Understanding with Virtual Counterfactual Calibration ↗Peng Chen, Xiao-Yu Guo, Yuan-Fang Li et al.
  38. MixGR: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity ↗Fengyu Cai, Xinran Zhao, Tong Chen et al.
  39. Monitoring Hate Speech in Indonesia: An NLP-based Classification of Social Media Texts ↗Musa Izzanardi Wijanarko, Lucky Susanto, Prasetia Anugrah Pratama et al. · System Demonstrations
  40. More Insightful Feedback for Tutoring: Enhancing Generation Mechanisms and Automatic Evaluation ↗Wencke Liermann, Jin-Xia Huang, Yohan Lee et al.
  41. Multiple Sources are Better Than One: Incorporating External Knowledge in Low-Resource Glossing ↗Changbing Yang, Garrett Nicolai, Miikka Silfverberg
  42. Neural Search Space in Gboard Decoder ↗Yanxiang Zhang, Yuanbo Zhang, Haicheng Sun et al. · Industry Track
  43. Neuron Specialization: Leveraging Intrinsic Task Modularity for Multilingual Machine Translation ↗Shaomu Tan, Di Wu, Christof Monz
  44. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment ↗Zhipeng Chen, Kun Zhou, Wayne Xin Zhao et al.
  45. On Efficient Language and Vision Assistants for Visually-Situated Natural Language Understanding: What Matters in Reading and Reasoning ↗Geewook Kim, Minjoon Seo
  46. On Eliciting Syntax from Language Models via Hashing ↗Yiran Wang, Masao Utiyama
  47. On Mitigating Performance Disparities in Multilingual Speech Recognition ↗Monorama Swain, Anna Katrine van Zee, Anders Søgaard
  48. On the In-context Generation of Language Models ↗Zhongtao Jiang, Yuanzhe Zhang, Kun Luo et al.
  49. On the Influence of Gender and Race in Romantic Relationship Prediction from Large Language Models ↗Abhilasha Sancheti, Haozhe An, Rachel Rudinger
  50. One-to-Many Communication and Compositionality in Emergent Communication ↗Heeyoung Lee
  51. Optimized Speculative Sampling for GPU Hardware Accelerators ↗Dominik Wagner, Seanie Lee, Ilja Baumann et al.
  52. Optimizing Entity Resolution in Voice Interfaces: An ASR-Aware Entity Reference Expansion Approach ↗Jiangning Chen, Ziyun Zhang, Qianli Hu · Industry Track
  53. PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation Adjustment ↗Zequan Liu, Yi Zhao, Ming Tan et al. · Industry Track
  54. PRISM: A New Lens for Improved Color Understanding ↗Arjun Reddy Akula, Garima Pruthi, Inderjit S Dhillon et al. · Industry Track
  55. PSC: Extending Context Window of Large Language Models via Phase Shift Calibration ↗Wenqiao Zhu, Chao Xu, Lulu Wang et al.
  56. Pixology: Probing the Linguistic and Visual Capabilities of Pixel-based Language Models ↗Kushal Tatariya, Vladimir Araujo, Thomas Bauwens et al.
  57. Precise Model Benchmarking with Only a Few Observations ↗Riccardo Fogliato, Pratik Patil, Nil-Jana Akpinar et al.
  58. Predicate Debiasing in Vision-Language Models Integration for Scene Graph Generation Enhancement ↗Yuxuan Wang, Xiaoyuan Liu
  59. Predicting Entity Salience in Extremely Short Documents ↗Benjamin Bullough, Harrison Lundberg, Chen Hu et al. · Industry Track
  60. Predicting Rewards Alongside Tokens: Non-disruptive Parameter Insertion for Efficient Inference Intervention in Large Language Model ↗Chenhan Yuan, Fei Huang, Ru Peng et al.
  61. Preference-Guided Reflective Sampling for Aligning Language Models ↗Hai Ye, Hwee Tou Ng
  62. Pretraining Language Models Using Translationese ↗Meet Doshi, Raj Dabre, Pushpak Bhattacharyya
  63. Private Language Models via Truncated Laplacian Mechanism ↗Tianhao Huang, Tao Yang, Ivan Habernal et al.
  64. Probing the Depths of Language Models' Contact-Center Knowledge for Quality Assurance ↗Digvijay Anil Ingle, Aashraya Sachdeva, Surya Prakash Sahu et al. · Industry Track
  65. QUDSELECT: Selective Decoding for Questions Under Discussion Parsing ↗Ashima Suvarna, Xiao Liu, Tanmay Parekh et al.
  66. QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios ↗Timo Pierre Schrader, Lukas Lange, Simon Razniewski et al.
  67. Quantifying the Gaps Between Translation and Native Perception in Training for Multimodal, Multilingual Retrieval ↗Kyle Buettner, Adriana Kovashka
  68. RAC: Retrieval-augmented Conversation Dataset for Open-domain Question Answering in Conversational Settings ↗Bonggeun Choi, Jeongjae Park, Yoonsung Kim et al. · Industry Track
  69. RAt: Injecting Implicit Bias for Text-To-Image Prompt Refinement Models ↗Ziyi Kou, Shichao Pei, Meng Jiang et al.
  70. Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training ↗Marc Brinner, Sina Zarrieß
  71. ReDel: A Toolkit for LLM-Powered Recursive Multi-Agent Systems ↗Andrew Zhu, Liam Dugan, Chris Callison-Burch · System Demonstrations
  72. Reasoning or a Semblance of it? A Diagnostic Study of Transitive Reasoning in LLMs ↗Houman Mehrafarin, Arash Eshghi, Ioannis Konstas
  73. Refining App Reviews: Dataset, Methodology, and Evaluation ↗Amrita Singh, Chirag Jain, Mohit Chaudhary et al. · Industry Track
  74. RepMatch: Quantifying Cross-Instance Similarities in Representation Space ↗Mohammad Reza Modarres, Sina Abbasi, Mohammad Taher Pilehvar
  75. Repairs in a Block World: A New Benchmark for Handling User Corrections with Multi-Modal Language Models ↗Javier Chiyah-Garcia, Alessandro Suglia, Arash Eshghi
  76. Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes ↗Yusuke Hirota, Jerone Andrews, Dora Zhao et al.
  77. Rethinking the Role of Proxy Rewards in Language Model Alignment ↗Sungdong Kim, Minjoon Seo
  78. Retrospex: Language Agent Meets Offline Reinforcement Learning Critic ↗Yufei Xiang, Yiqun Shen, Yeqin Zhang et al.
  79. Reuse Your Rewards: Reward Model Transfer for Zero-Shot Cross-Lingual Alignment ↗Zhaofeng Wu, Ananth Balashankar, Yoon Kim et al.
  80. RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference ↗Yige Xu, Xu Guo, Zhiwei Zeng et al.
  81. Revealing the Parallel Multilingual Learning within Large Language Models ↗Yongyu Mu, Peinan Feng, Zhiquan Cao et al.
  82. Reverse-Engineering the Reader ↗Samuel Kiegeland, Ethan Wilcox, Afra Amini et al.
  83. Revisiting Supertagging for faster HPSG parsing ↗Olga Zamaraeva, Carlos Gómez-Rodríguez
  84. RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts ↗Yuanzheng Wang, Yixing Fan, Jiafeng Guo et al.
  85. STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions ↗Robert Morabito, Sangmitra Madhusudan, Tyler McDonald et al. · 🏆 Social Impact Paper Award
  86. Safety Arithmetic: A Framework for Test-time Safety Alignment of Language Models by Steering Parameters and Activations ↗Rima Hazra, Sayan Layek, Somnath Banerjee et al.
  87. Sample Design Engineering: An Empirical Study on Designing Better Fine-Tuning Samples for Information Extraction with LLMs ↗Biyang Guo, He Wang, Wenyilin Xiao et al. · Industry Track
  88. Satyrn: A Platform for Analytics Augmented Generation ↗Marko Sterbentz, Cameron Barrie, Shubham Shahi et al.
  89. Scaling Parameter-Constrained Language Models with Quality Data ↗Ernie Chang, Matteo Paltenghi, Yang Li et al. · Industry Track
  90. Scaling Synthetic Logical Reasoning Datasets with Context-Sensitive Declarative Grammars ↗Damien Sileo
  91. SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics ↗Zhiwen You, Kanyao Han, Haotian Zhu et al.
  92. Selective Vision is the Challenge for Visual Reasoning: A Benchmark for Visual Argument Understanding ↗Jiwan Chung, Sungjae Lee, Minseo Kim et al.
  93. Semformer: Transformer Language Models with Semantic Planning ↗Yongjing Yin, Junran Ding, Kai Song et al.
  94. Sequential API Function Calling Using GraphQL Schema ↗Avirup Saha, Lakshmi Mandal, Balaji Ganesan et al.
  95. Shortcuts Arising from Contrast: Towards Effective and Lightweight Clean-Label Attacks in Prompt-Based Learning ↗Xiaopeng Xie, Ming Yan, Xiwen Zhou et al.
  96. Show and Guide: Instructional-Plan Grounded Vision and Language Model ↗Diogo Glória-Silva, David Semedo, Joao Magalhaes
  97. Simultaneous Masking, Not Prompting Optimization: A Paradigm Shift in Fine-tuning LLMs for Simultaneous Translation ↗Matthew Raffel, Victor Agostinelli, Lizhong Chen
  98. SparseGrad: A Selective Method for Efficient Fine-tuning of MLP Layers ↗Viktoriia A. Chekalina, Anna Rudenko, Gleb Mezentsev et al.
  99. SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding ↗Ryan Sun, Tianyi Zhou, Xun Chen et al.
  100. Speechworthy Instruction-tuned Language Models ↗Hyundong Justin Cho, Nicolaas Paul Jedema, Leonardo F. R. Ribeiro et al.

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