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Findings of the Association for Computational Linguistics 2024: all accepted papers

2,432 papers · page 14 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. OneGen: Efficient One-Pass Unified Generation and Retrieval for LLMs ↗Jintian Zhang, Cheng Peng, Mengshu Sun et al.3 citations
  2. PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ↗Tianci Xue, Ziqi Wang, Yixia Li et al.3 citations
  3. PDF-to-Tree: Parsing PDF Text Blocks into a Tree ↗Yue Zhang, Zhihao Zhang, Wenbin Lai et al.3 citations
  4. PRESTO: Progressive Pretraining Enhances Synthetic Chemistry Outcomes ↗He Cao, Yanjun Shao, Zhiyuan Liu et al.3 citations
  5. PclGPT: A Large Language Model for Patronizing and Condescending Language Detection ↗Hongbo Wang, Mingda Li, Junyu Lu et al.3 citations
  6. Pinpointing Diffusion Grid Noise to Enhance Aspect Sentiment Quad Prediction ↗Linan Zhu, Xiangfan Chen, Xiaolei Guo et al.3 citations
  7. Plan, Generate and Complicate: Improving Low-resource Dialogue State Tracking via Easy-to-Difficult Zero-shot Data Augmentation ↗Ming Gu, Yan Yang3 citations
  8. Plausible Extractive Rationalization through Semi-Supervised Entailment Signal ↗Yeo Wei Jie, Ranjan Satapathy, Erik Cambria3 citations
  9. Presentations are not always linear! GNN meets LLM for Text Document-to-Presentation Transformation with Attribution ↗Himanshu Maheshwari, Sambaran Bandyopadhyay, Aparna Garimella et al.3 citations
  10. Product Description and QA Assisted Self-Supervised Opinion Summarization ↗Tejpalsingh Siledar, Rupasai Rangaraju, Sankara Muddu et al.3 citations
  11. Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking ↗Byoungjip Kim, Youngsoo Jang, Lajanugen Logeswaran et al.3 citations
  12. Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ↗Bowen Shen, Zheng Lin, Daren Zha et al.3 citations
  13. RECOST: External Knowledge Guided Data-efficient Instruction Tuning ↗Qi Zhang, Yiming Zhang, Haobo Wang et al.3 citations
  14. REInstruct: Building Instruction Data from Unlabeled Corpus ↗Shu Chen, Xinyan Guan, Yaojie Lu et al.3 citations
  15. REMATCH: Robust and Efficient Matching of Local Knowledge Graphs to Improve Structural and Semantic Similarity ↗Zoher Kachwala, Jisun An, Haewoon Kwak et al.3 citations
  16. REQUAL-LM: Reliability and Equity through Aggregation in Large Language Models ↗Sana Ebrahimi, Nima Shahbazi, Abolfazl Asudeh3 citations
  17. Re-examining Sexism and Misogyny Classification with Annotator Attitudes ↗Aiqi Jiang, Nikolas Vitsakis, Tanvi Dinkar et al.3 citations
  18. Re3val: Reinforced and Reranked Generative Retrieval ↗EuiYul Song, Sangryul Kim, Haeju Lee et al.3 citations
  19. Reconfidencing LLMs from the Grouping Loss Perspective ↗Lihu Chen, Alexandre Perez-Lebel, Fabian M. Suchanek et al.3 citations
  20. Regression Aware Inference with LLMs ↗Michal Lukasik, Harikrishna Narasimhan, Aditya Krishna Menon et al.3 citations
  21. Rethinking Efficient Multilingual Text Summarization Meta-Evaluation ↗Rilyn Han, Jiawen Chen, Yixin Liu et al.3 citations
  22. Rethinking Evaluation Methods for Machine Unlearning ↗Leon Wichert, Sandipan Sikdar3 citations
  23. Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue ↗Huifang Du, Shuqin Li, Minghao Wu et al.3 citations
  24. RoBERT2VecTM: A Novel Approach for Topic Extraction in Islamic Studies ↗Sania Aftar, Luca Gagliardelli, Amina El Ganadi et al.3 citations
  25. S3-DST: Structured Open-Domain Dialogue Segmentation and State Tracking in the Era of LLMs ↗Sarkar Snigdha Sarathi Das, Chirag Shah, Mengting Wan et al.3 citations
  26. SALMON: A Structure-Aware Language Model with logicality and densification strategy for Temporal Knowledge Graph Reasoning ↗Fu Zhang, Jinghao Lin, Jingwei Cheng3 citations
  27. SMILE: Multimodal Dataset for Understanding Laughter in Video with Language Models ↗Lee Hyun, Kim Sung-Bin, Seungju Han et al.3 citations
  28. SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ↗Heidi Zhang, Sina Semnani, Farhad Ghassemi et al.3 citations
  29. SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models ↗Juan Pablo Munoz, Jinjie Yuan, Nilesh Jain3 citations
  30. STTATTS: Unified Speech-To-Text And Text-To-Speech Model ↗Hawau Olamide Toyin, Hao Li, Hanan Aldarmaki3 citations
  31. Select and Summarize: Scene Saliency for Movie Script Summarization ↗Rohit Saxena, Frank Keller3 citations
  32. Self-Consistency Boosts Calibration for Math Reasoning ↗Ante Wang, Linfeng Song, Ye Tian et al.3 citations
  33. SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation ↗Hangfeng He, Hongming Zhang, Dan Roth3 citations
  34. SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning ↗Joseph Marvin Imperial, Harish Tayyar Madabushi3 citations
  35. Strong hallucinations from negation and how to fix them ↗Nicholas Asher, Swarnadeep Bhar3 citations
  36. SumCSE: Summary as a transformation for Contrastive Learning ↗Raghuveer Thirukovalluru, Xiaolan Wang, Jun Chen et al.3 citations
  37. Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ↗Martin Courtois, Malte Ostendorff, Leonhard Hennig et al.3 citations
  38. TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback ↗Eunseop Yoon, Hee Suk Yoon, SooHwan Eom et al.3 citations
  39. TWBias: A Benchmark for Assessing Social Bias in Traditional Chinese Large Language Models through a Taiwan Cultural Lens ↗Hsin-Yi Hsieh, Shih-Cheng Huang, Richard Tzong-Han Tsai3 citations
  40. Teacher-Student Training for Debiasing: General Permutation Debiasing for Large Language Models ↗Adian Liusie, Yassir Fathullah, Mark Gales3 citations
  41. Teaching Llama a New Language Through Cross-Lingual Knowledge Transfer ↗Hele-Andra Kuulmets, Taido Purason, Agnes Luhtaru et al.3 citations
  42. Teaching-Assistant-in-the-Loop: Improving Knowledge Distillation from Imperfect Teacher Models in Low-Budget Scenarios ↗Yuhang Zhou, Wei Ai3 citations
  43. Text or Image? What is More Important in Cross-Domain Generalization Capabilities of Hate Meme Detection Models? ↗Piush Aggarwal, Jawar Mehrabanian, Weigang Huang et al.3 citations
  44. TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ↗Huayang Li, Siheng Li, Deng Cai et al.3 citations
  45. TextGenSHAP: Scalable Post-Hoc Explanations in Text Generation with Long Documents ↗James Enouen, Hootan Nakhost, Sayna Ebrahimi et al.3 citations
  46. Textless Speech-to-Speech Translation With Limited Parallel Data ↗Anuj Diwan, Anirudh Srinivasan, David Harwath et al.3 citations
  47. The Counterfeit Conundrum: Can Code Language Models Grasp the Nuances of Their Incorrect Generations? ↗Alex Gu, Wen-Ding Li, Naman Jain et al.3 citations
  48. The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis ↗Miaoran Zhang, Vagrant Gautam, Mingyang Wang et al.3 citations
  49. The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models ↗Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova et al.3 citations
  50. Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization ↗Zixuan Zhang, Revanth Gangi Reddy, Kevin Small et al.3 citations
  51. Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ↗Hao Yue, Shaopeng Lai, Chengyi Yang et al.3 citations
  52. Towards Robust Evaluation of Unlearning in LLMs via Data Transformations ↗Abhinav Joshi, Shaswati Saha, Divyaksh Shukla et al.3 citations
  53. Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models ↗Chen Qian, Jie Zhang, Wei Yao et al.3 citations
  54. Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models ↗Younghun Lee, Dan Goldwasser, Laura Schwab Reese3 citations
  55. Towards a new research agenda for multimodal enterprise document understanding: What are we missing? ↗Armineh Nourbakhsh, Sameena Shah, Carolyn Rose3 citations
  56. Towards an On-device Agent for Text Rewriting ↗Yun Zhu, Yinxiao Liu, Felix Stahlberg et al.3 citations
  57. Train Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation ↗Yueqi Wang, Zhenrui Yue, Huimin Zeng et al.3 citations
  58. TransferCVLM: Transferring Cross-Modal Knowledge for Vision-Language Modeling ↗Dongha Choi, Jung-jae Kim, Hyunju Lee3 citations
  59. Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation ↗Zhibin Lan, Liqiang Niu, Fandong Meng et al.3 citations
  60. Truth-Aware Context Selection: Mitigating Hallucinations of Large Language Models Being Misled by Untruthful Contexts ↗Tian Yu, Shaolei Zhang, Yang Feng3 citations
  61. Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis ↗Oscar Chew, Hsuan-Tien Lin, Kai-Wei Chang et al.3 citations
  62. Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction ↗Weiyan Zhang, Wanpeng Lu, Jiacheng Wang et al.3 citations
  63. UniSumEval: Towards Unified, Fine-grained, Multi-dimensional Summarization Evaluation for LLMs ↗Yuho Lee, Taewon Yun, Jason Cai et al.3 citations
  64. Unlocking Black-Box Prompt Tuning Efficiency via Zeroth-Order Optimization ↗Heshen Zhan, Congliang Chen, Tian Ding et al.3 citations
  65. Unlocking the Potential of Model Merging for Low-Resource Languages ↗Mingxu Tao, Chen Zhang, Quzhe Huang et al.3 citations
  66. Unsupervised Domain Adaptation for Keyphrase Generation using Citation Contexts ↗Florian Boudin, Akiko Aizawa3 citations
  67. Unsupervised Hierarchical Topic Modeling via Anchor Word Clustering and Path Guidance ↗Jiyuan Liu, Hegang Chen, Chunjiang Zhu et al.3 citations
  68. Updating Large Language Models' Memories with Time Constraints ↗Xin Wu, Yuqi Bu, Yi Cai et al.3 citations
  69. Using RL to Identify Divisive Perspectives Improves LLMs Abilities to Identify Communities on Social Media ↗Nikhil Mehta, Dan Goldwasser3 citations
  70. Verifiable Generation with Subsentence-Level Fine-Grained Citations ↗Shuyang Cao, Lu Wang3 citations
  71. Visual Question Decomposition on Multimodal Large Language Models ↗Haowei Zhang, Jianzhe Liu, Zhen Han et al.3 citations
  72. Wav2SQL: Direct Generalizable Speech-To-SQL Parsing ↗Huadai Liu, Rongjie Huang, Jinzheng He et al.3 citations
  73. Weak-to-Strong Reasoning ↗Yuqing Yang, Yan Ma, Pengfei Liu3 citations
  74. What Would Happen Next? Predicting Consequences from An Event Causality Graph ↗Chuanhong Zhan, Wei Xiang, Liang Chao et al.3 citations
  75. Who's Who: Large Language Models Meet Knowledge Conflicts in Practice ↗Quang Hieu Pham, Hoang Ngo, Anh Tuan Luu et al.3 citations
  76. X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions ↗Chong Li, Wen Yang, Jiajun Zhang et al.3 citations
  77. Zero-Shot Fact Verification via Natural Logic and Large Language Models ↗Marek Strong, Rami Aly, Andreas Vlachos3 citations
  78. mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? ↗Tianze Hua, Tian Yun, Ellie Pavlick3 citations
  79. $\rm SP^3$: Enhancing Structured Pruning via PCA Projection ↗Yuxuan Hu, Jing Zhang, Zhe Zhao et al.2 citations
  80. A Critical Study of What Code-LLMs (Do Not) Learn ↗Abhinav Anand, Shweta Verma, Krishna Narasimhan et al.2 citations
  81. A Fairness-Driven Method for Learning Human-Compatible Negotiation Strategies ↗Ryan Shea, Zhou Yu2 citations
  82. A Meta-Learning Perspective on Transformers for Causal Language Modeling ↗Xinbo Wu, Lav Varshney2 citations
  83. A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents ↗Ankan Mullick, Sombit Bose, Abhilash Nandy et al.2 citations
  84. A Psycholinguistic Evaluation of Language Models' Sensitivity to Argument Roles ↗Eun-Kyoung Rosa Lee, Sathvik Nair, Naomi H. Feldman2 citations
  85. A Simple Angle-based Approach for Contrastive Learning of Unsupervised Sentence Representation ↗Yoo Hyun Jeong, Myeongsoo Han, Dong-Kyu Chae2 citations
  86. ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ↗Chongyang Tao, Chang Liu, Tao Shen et al.2 citations
  87. ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment ↗Yash Mahajan, Naman Bansal, Eduardo Blanco et al.2 citations
  88. AS-ES Learning: Towards efficient CoT learning in small models ↗Nuwa Xi, Yuhan Chen, Sendong Zhao et al.2 citations
  89. AccentFold: A Journey through African Accents for Zero-Shot ASR Adaptation to Target Accents ↗Abraham Owodunni, Aditya Yadavalli, Chris Emezue et al.2 citations
  90. Active Listening: Personalized Question Generation in Open-Domain Social Conversation with User Model Based Prompting ↗Kevin Bowden, Yue Fan, Winson Chen et al.2 citations
  91. AdaRefiner: Refining Decisions of Language Models with Adaptive Feedback ↗Wanpeng Zhang, Zongqing Lu2 citations
  92. Adversarial DPO: Harnessing Harmful Data for Reducing Toxicity with Minimal Impact on Coherence and Evasiveness in Dialogue Agents ↗San Kim, Gary Lee2 citations
  93. AfriInstruct: Instruction Tuning of African Languages for Diverse Tasks ↗Kosei Uemura, Mahe Chen, Alex Pejovic et al.2 citations
  94. Aligning Speech Segments Beyond Pure Semantics ↗Kevin Heffernan, Artyom Kozhevnikov, Loic Barrault et al.2 citations
  95. All You Need is Attention: Lightweight Attention-based Data Augmentation for Text Classification ↗Junehyung Kim, Sungjae Hwang2 citations
  96. AnyTrans: Translate AnyText in the Image with Large Scale Models ↗Zhipeng Qian, Pei Zhang, Baosong Yang et al.2 citations
  97. Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity ↗Ivan Rep, David Dukić, Jan Šnajder2 citations
  98. Are LLMs Good Annotators for Discourse-level Event Relation Extraction? ↗Kangda Wei, Aayush Gautam, Ruihong Huang2 citations
  99. Asking More Informative Questions for Grounded Retrieval ↗Sedrick Keh, Justin Chiu, Daniel Fried2 citations
  100. AustroTox: A Dataset for Target-Based Austrian German Offensive Language Detection ↗Pia Pachinger, Janis Goldzycher, Anna Planitzer et al.2 citations

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