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

2,432 papers · page 19 of 25 · the most cited first · ← Findings of the Association for Computational Linguistics 2024

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  1. General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction ↗K Bao, Ning Wang1 citation
  2. Generating Media Background Checks for Automated Source Critical Reasoning ↗Michael Sejr Schlichtkrull1 citation
  3. Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning ↗Tianqing Fang, Zhaowei Wang, Wenxuan Zhou et al.1 citation
  4. GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism ↗Shuzhou Yuan, Michael Färber1 citation
  5. Graph-tree Fusion Model with Bidirectional Information Propagation for Long Document Classification ↗Sudipta Singha Roy, Xindi Wang, Robert Mercer et al.1 citation
  6. GrounDial: Human-norm Grounded Safe Dialog Response Generation ↗Siwon Kim, Shuyang Dai, Mohammad Kachuee et al.1 citation
  7. Grounding Partially-Defined Events in Multimodal Data ↗Kate Sanders, Reno Kriz, David Etter et al.1 citation
  8. GuardEmb: Dynamic Watermark for Safeguarding Large Language Model Embedding Service Against Model Stealing Attack ↗Liaoyaqi Wang, Minhao Cheng1 citation
  9. H-LegalKI: A Hierarchical Legal Knowledge Integration Framework for Legal Community Question Answering ↗Yue Jiang, Ziyu Guan, Jie Zhao et al.1 citation
  10. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewTzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai et al.1 citation · our summary
  11. HelloFresh: LLM Evalutions on Streams of Real-World Human Editorial Actions across X Community Notes and Wikipedia edits ↗Tim Franzmeyer, Aleksandar Shtedritski, Samuel Albanie et al.1 citation
  12. Hierarchical and Dynamic Prompt Compression for Efficient Zero-shot API Usage ↗Yichen Jiang, Marco Vecchio, Mohit Bansal et al.1 citation
  13. How Entangled is Factuality and Deception in German? ↗Aswathy Velutharambath, Amelie Wuehrl, Roman Klinger1 citation
  14. How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ↗Di Wu, Shaomu Tan, Yan Meng et al.1 citation
  15. How Lexical is Bilingual Lexicon Induction? ↗Harsh Kohli, Helian Feng, Nicholas Dronen et al.1 citation
  16. HumVI: A Multilingual Dataset for Detecting Violent Incidents Impacting Humanitarian Aid ↗Hemank Lamba, Anton Abilov, Ke Zhang et al.1 citation
  17. I'm sure you're a real scholar yourself: Exploring Ironic Content Generation by Large Language Models ↗Pier Felice Balestrucci, Silvia Casola, Soda Marem Lo et al.1 citation
  18. Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis ↗Sitiporn Sae Lim, Can Udomcharoenchaikit, Peerat Limkonchotiwat et al.1 citation
  19. Improving Argument Effectiveness Across Ideologies using Instruction-tuned Large Language Models ↗Roxanne El Baff, Khalid Al Khatib, Milad Alshomary et al.1 citation
  20. Improving Backchannel Prediction Leveraging Sequential and Attentive Context Awareness ↗Yo-Han Park, Wencke Liermann, Yong-Seok Choi et al.1 citation
  21. Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks ↗Danae Sanchez Villegas, Daniel Preotiuc-Pietro, Nikolaos Aletras1 citation
  22. Inconsistent dialogue responses and how to recover from them ↗Mian Zhang, Lifeng Jin, Linfeng Song et al.1 citation
  23. Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases ↗Santosh T.Y.S.S, Mohamed Hesham Elganayni, Stanisław Sójka et al.1 citation
  24. Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models ↗Hiroshi Kanayama, Yang Zhao, Ran Iwamoto et al.1 citation
  25. IndiFoodVQA: Advancing Visual Question Answering and Reasoning with a Knowledge-Infused Synthetic Data Generation Pipeline ↗Pulkit Agarwal, Settaluri Sravanthi, Pushpak Bhattacharyya1 citation
  26. IndoCL: Benchmarking Indonesian Language Development Assessment ↗Nankai Lin, Hongyan Wu, Weixiong Zheng et al.1 citation
  27. Inference-Time Language Model Alignment via Integrated Value Guidance ↗Zhixuan Liu, Zhanhui Zhou, Yuanfu Wang et al.1 citation
  28. Information Parity: Measuring and Predicting the Multilingual Capabilities of Language Models ↗Alexander Tsvetkov, Alon Kipnis1 citation
  29. InstructCMP: Length Control in Sentence Compression through Instruction-based Large Language Models ↗Juseon-Do, Jingun Kwon, Hidetaka Kamigaito et al.1 citation
  30. InstructEval: Instruction-Tuned Text Evaluator from Human Preference ↗Wenhao Wu, Wei Li, Xinyan Xiao et al.1 citation
  31. Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ↗Langlin Huang, Yang Feng1 citation
  32. Intended Target Identification for Anomia Patients with Gradient-based Selective Augmentation ↗Jongho Kim, Romain Storaï, Seung-won Hwang1 citation
  33. IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce ↗Wenxuan Ding, Weiqi Wang, Sze Heng Douglas Kwok et al.1 citation
  34. Introducing Compiler Semantics into Large Language Models as Programming Language Translators: A Case Study of C to x86 Assembly ↗Shuoming Zhang, Jiacheng Zhao, Chunwei Xia et al.1 citation
  35. IruMozhi: Automatically classifying diglossia in Tamil ↗Kabilan Prasanna, Aryaman Arora1 citation
  36. KOMBO: Korean Character Representations Based on the Combination Rules of Subcharacters ↗SungHo Kim, Juhyeong Park, Yeachan Kim et al.1 citation
  37. Knowledge Crosswords: Geometric Knowledge Reasoning with Large Language Models ↗Wenxuan Ding, Shangbin Feng, Yuhan Liu et al.1 citation
  38. Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning ↗Jianing Wang, Chengyu Wang, Chuanqi Tan et al.1 citation
  39. LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ↗Ikuya Yamada, Ryokan Ri1 citation
  40. LIRE: listwise reward enhancement for preference alignment ↗Mingye Zhu, Yi Liu, Lei Zhang et al.1 citation
  41. LLM-supertagger: Categorial Grammar Supertagging via Large Language Models ↗Jinman Zhao, Gerald Penn1 citation
  42. LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering ↗Kris-Fillip Kahl, Tolga Buz, Russa Biswas et al.1 citation
  43. LaRA: Large Rank Adaptation for Speech and Text Cross-Modal Learning in Large Language Models ↗Zuhair Hasan Shaik, Pradyoth Hegde, Prashant Bannulmath et al.1 citation
  44. Language Guided Exploration for RL Agents in Text Environments ↗Hitesh Golchha, Sahil Yerawar, Dhruvesh Patel et al.1 citation
  45. Language-Informed Beam Search Decoding for Multilingual Machine Translation ↗Yilin Yang, Stefan Lee, Prasad Tadepalli1 citation
  46. Large Language Models Are Challenged by Habitat-Centered Reasoning ↗Sadaf Ghaffari, Nikhil Krishnaswamy1 citation
  47. LatticeGen: Hiding Generated Text in a Lattice for Privacy-Aware Large Language Model Generation on Cloud ↗Mengke Zhang, Tianxing He, Tianle Wang et al.1 citation
  48. Laying Anchors: Semantically Priming Numerals in Language Modeling ↗Mandar Sharma, Rutuja Taware, Pravesh Koirala et al.1 citation
  49. Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures ↗Junzhe Wang, Qiang Zeng, Lannan Luo1 citation
  50. Learning Job Title Representation from Job Description Aggregation Network ↗Napat Laosaengpha, Thanit Tativannarat, Chawan Piansaddhayanon et al.1 citation
  51. Learning Semantic Structure through First-Order-Logic Translation ↗Akshay Chaturvedi, Nicholas Asher1 citation
  52. Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training ↗Xinyan Chen, Jiaxin Ge, Tianjun Zhang et al.1 citation
  53. Learning to Ask Denotative and Connotative Questions for Knowledge-based VQA ↗Xiaoying Xing, Peixi Xiong, Lei Fan et al.1 citation
  54. Learning to Compare Financial Reports for Financial Forecasting ↗Ross Koval, Nicholas Andrews, Xifeng Yan1 citation
  55. Learning to Paraphrase for Alignment with LLM Preference ↗Junbo Fu, Guoshuai Zhao, Yimin Deng et al.1 citation
  56. Length Generalization of Causal Transformers without Position Encoding ↗Jie Wang, Tao Ji, Yuanbin Wu et al.1 citation
  57. Length-aware Byte Pair Encoding for Mitigating Over-segmentation in Korean Machine Translation ↗Jungseob Lee, Hyeonseok Moon, Seungjun Lee et al.1 citation
  58. Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models ↗Michele Mastromattei, Fabio Massimo Zanzotto1 citation
  59. Leveraging Contextual Information for Effective Entity Salience Detection ↗Rajarshi Bhowmik, Marco Ponza, Atharva Tendle et al.1 citation
  60. Leveraging Entailment Judgements in Cross-Lingual Summarisation ↗Huajian Zhang, Laura Perez-Beltrachini1 citation
  61. Leveraging Grammar Induction for Language Understanding and Generation ↗Jushi Kai, Shengyuan Hou, Yusheng Huang et al.1 citation
  62. Leveraging Web-Crawled Data for High-Quality Fine-Tuning ↗Jing Zhou, Chenglin Jiang, Wei Shen et al.1 citation
  63. LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons ↗Zheng Xin Yong, Cristina Menghini, Stephen Bach1 citation
  64. LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation ↗Yongjing Yin, Jiali Zeng, Yafu Li et al.1 citation
  65. Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models ↗Xu Han, Linghao Jin, Xuezhe Ma et al.1 citation
  66. Linear Cross-Lingual Mapping of Sentence Embeddings ↗Oleg Vasilyev, Fumika Isono, John Bohannon1 citation
  67. LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization ↗Muhammad Farid Adilazuarda, Samuel Cahyawijaya, Genta Indra Winata et al.1 citation
  68. LoRAExit: Empowering Dynamic Modulation of LLMs in Resource-limited Settings using Low-rank Adapters ↗Jiacheng Liu, Peng Tang, Xiaofeng Hou et al.1 citation
  69. LoRASC: Expressive and Generalizable Low-rank Adaptation for Large Models via Slow Cascaded Learning ↗Siwei Li, Yifan Yang, Yifei Shen et al.1 citation
  70. LongWanjuan: Towards Systematic Measurement for Long Text Quality ↗Xiaoran Liu, Kai Lv, Qipeng Guo et al.1 citation
  71. Look Who's Talking Now: Covert Channels From Biased LLMs ↗Daniel Silva, Frederic Sala, Ryan Gabrys1 citation
  72. MACAROON: Training Vision-Language Models To Be Your Engaged Partners ↗Shujin Wu, Yi Fung, Sha Li et al.1 citation
  73. MAPLE: Micro Analysis of Pairwise Language Evolution for Few-Shot Claim Verification ↗Xia Zeng, Arkaitz Zubiaga1 citation
  74. MAVEN-FACT: A Large-scale Event Factuality Detection Dataset ↗Chunyang Li, Hao Peng, Xiaozhi Wang et al.1 citation
  75. MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution ↗Amir Pouran Ben Veyseh, Viet Dac Lai, Chien Nguyen et al.1 citation
  76. MEDs for PETs: Multilingual Euphemism Disambiguation for Potentially Euphemistic Terms ↗Patrick Lee, Alain Chirino Trujillo, Diana Cuevas Plancarte et al.1 citation
  77. MEEL: Multi-Modal Event Evolution Learning ↗Zhengwei Tao, Zhi Jin, Junqiang Huang et al.1 citation
  78. MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation ↗Yang Yu, Xin Alex Lin, Changqun Li et al.1 citation
  79. MICo: Preventative Detoxification of Large Language Models through Inhibition Control ↗Roy Siegelmann, Ninareh Mehrabi, Palash Goyal et al.1 citation
  80. MRL Parsing Without Tears: The Case of HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel et al.1 citation · our summary
  81. MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans? ↗Guanzhen Li, Yuxi Xie, Min-Yen Kan1 citation
  82. Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings ↗Xixi Zhou, Chunbin Gu, Xin Jie et al.1 citation
  83. McCrolin: Multi-consistency Cross-lingual Training for Retrieval Question Answering ↗Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul et al.1 citation
  84. MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation ↗Yusheng Liao, Shuyang Jiang, Zhe Chen et al.1 citation
  85. Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models ↗Yiming Wang, Zhuosheng Zhang, Pei Zhang et al.1 citation
  86. Mirror-Consistency: Harnessing Inconsistency in Majority Voting ↗Siyuan Huang, Zhiyuan Ma, Jintao Du et al.1 citation
  87. Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning ↗Chenyuan Wu, Gangwei Jiang, Defu Lian1 citation
  88. Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ↗Qingyan Guo, Rui Wang, Junliang Guo et al.1 citation
  89. More Bang for your Context: Virtual Documents for Question Answering over Long Documents ↗Yosi Mass, Boaz Carmeli, Asaf Yehudai et al.1 citation
  90. Multi-Granularity Guided Fusion-in-Decoder ↗Eunseong Choi, Hyeri Lee, Jongwuk Lee1 citation
  91. Multi-Label Classification for Implicit Discourse Relation RecognitionWanqiu Long, N. Siddharth, Bonnie Webber1 citation · our summary
  92. Multi-Modal Retrieval For Large Language Model Based Speech Recognition ↗Aditya Gourav, Jari Kolehmainen, Prashanth Shivakumar et al.1 citation
  93. Multi-Objective Linguistic Control of Large Language Models ↗Dang Nguyen, Jiuhai Chen, Tianyi Zhou1 citation
  94. MultiSkill: Evaluating Large Multimodal Models for Fine-grained Alignment Skills ↗Zhenran Xu, Senbao Shi, Baotian Hu et al.1 citation
  95. Multilingual Fine-Grained News Headline Hallucination Detection ↗Jiaming Shen, Tianqi Liu, Jialu Liu et al.1 citation
  96. NALA: an Effective and Interpretable Entity Alignment Method ↗Chuanhao Xu, Jingwei Cheng, Fu Zhang1 citation
  97. NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries ↗Wei Zhao, Zhitao Hou, Siyuan Wu et al.1 citation
  98. NUMCoT: Numerals and Units of Measurement in Chain-of-Thought Reasoning using Large Language Models ↗Ancheng Xu, Minghuan Tan, Lei Wang et al.1 citation
  99. NavHint: Vision and Language Navigation Agent with a Hint Generator ↗Yue Zhang, Quan Guo, Parisa Kordjamshidi1 citation
  100. Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models ↗Muhan Lin, Shuyang Shi, Yue Guo et al.1 citation

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