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TACL 2025: all accepted papers

82 papers · the most cited first · ← TACL 2025

  1. (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts ↗Minghao Wu, Jiahao Xu, Yulin Yuan et al.
  2. A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives ↗Farhan Samir, Emily P. Ahn, Shreya Prakash et al.
  3. A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction ↗Carel van Niekerk, Christian Geishauser, Michael Heck et al.
  4. A Systematic Review of NLP for Dementia: Tasks, Datasets, and Opportunities ↗Lotem Peled-Cohen, Roi Reichart
  5. A Unifying Scheme for Extractive Content Selection Tasks ↗Shmuel Amar, Ori Shapira, Aviv Slobodkin et al.
  6. Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation ↗Ao Shen, Zhiquan Lai, Qiang Wang et al.
  7. Active Knowledge Structuring for Large Language Models in Materials Science Text Mining ↗Xin Zhang, Jingling Yuan, Peiliang Zhang et al.
  8. Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation ↗José Pombal, Nuno M. Guerreiro, Ricardo Rei et al.
  9. Adversarial Defense without Adversarial Defense: Enhancing Language Model Robustness via Instance-level Principal Component Removal ↗Yang Wang, Chenghao Xiao, Yizhi Li et al.
  10. Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? ↗Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen
  11. Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment ↗Karel D'Oosterlinck, Winnie Xu, Chris Develder et al.
  12. Are Triggers Needed for Document-Level Event Extraction? ↗Shaden Shaar, Wayne Chen, Maitreyi Chatterjee et al.
  13. BenCzechMark: A Czech-Centric Multitask and Multimetric Benchmark for Large Language Models with Duel Scoring Mechanism ↗Martin Fajcik, Martin Docekal, Jan Dolezal et al.
  14. Benchmarking Linguistic Diversity of Large Language Models ↗Yanzhu Guo, Guokan Shang, Chloé Clavel
  15. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-PolygraphRoman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev et al.our summary
  16. BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context ↗Aditya Tomar, Nihar Ranjan Sahoo, Pushpak Bhattacharyya
  17. CLAPnq: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems ↗Sara Rosenthal, Avirup Sil, Radu Florian et al.
  18. CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation ↗Ingo Ziegler, Abdullatif Köksal, Desmond Elliott et al.
  19. CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs ↗Yuzhuang Xu, Shiyu Ji, Qingfu Zhu et al.
  20. Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries ↗Chaitanya Malaviya, Joseph Chee Chang, Dan Roth et al.
  21. Continual Pre-training on Character-level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners ↗Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa
  22. Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the ArtChen Cecilia Liu, Iryna Gurevych, Anna Korhonenour summary
  23. DARE: Diverse Visual Question Answering with Robustness Evaluation ↗Hannah Sterz, Jonas Pfeiffer, Ivan Vulić
  24. DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection ↗Xiao Pu, Hao Wu, Xiuli Bi et al.
  25. Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models ↗Shahriar Golchin, Mihai Surdeanu
  26. Diverse AI Feedback For Large Language Model Alignment ↗Tianshu Yu, Ting-En Lin, Yuchuan Wu et al.
  27. Dolomites: Domain-Specific Long-Form Methodical Tasks ↗Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev et al.
  28. Early Detection and Reduction of Memorization for Domain Adaptation and Instruction Tuning ↗Dean L. Slack, Noura Al Moubayed
  29. Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation ↗Bo Zhang, Hui Ma, Dailin Li et al.
  30. Elements of World Knowledge ( EWoK ): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models ↗Anna A. Ivanova, Aalok Sathe, Benjamin Lipkin et al.
  31. End-to-End Long Document Summarization using Gradient Caching ↗Rohit Saxena, Hao Tang, Frank Keller
  32. Explanatory Summarization with Discourse-Driven Planning ↗Dongqi Liu, Xi Yu, Vera Demberg et al.
  33. Exploring Practical Gaps in Using Cross Entropy to Implement Maximum Mutual Information Criterion for Rationalization ↗Wei Liu, Zhiying Deng, Zhongyu Niu et al.
  34. Few-Shot Multilingual Open-Domain QA from Five Examples ↗Fan Jiang, Tom Drummond, Trevor Cohn
  35. FoVer: First-Order Logic Verification for Natural Language Reasoning ↗Yu Pei, Yongping Du, Xingnan Jin
  36. Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation ↗Pedro H. V. Valois, Lincon S. Souza, Erica K. Shimomoto et al.
  37. From Robustness to Improved Generalization and Calibration in Pre-trained Language Models ↗Josip Jukić, Jan Šnajder
  38. How Much Semantic Information is Available in Large Language Model Tokens? ↗David A. Haslett, Zhenguang G. Cai
  39. How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System? ↗Sara Papi, Peter Polák, Dominik Macháček et al.
  40. How to Select Datapoints for Efficient Human Evaluation of NLG Models? ↗Vilém Zouhar, Peng Cui, Mrinmaya Sachan
  41. Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation ↗Eilam Shapira, Omer Madmon, Reut Apel et al.
  42. Investigating Adversarial Trigger Transfer in Large Language Models ↗Nicholas Meade, Arkil Patel, Siva Reddy
  43. Investigating Critical Period Effects in Language Acquisition through Neural Language Models ↗Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell et al.
  44. KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering ↗Haiyun Li, Jixin Zhang, Hua Shen et al.
  45. Know Your Limits: A Survey of Abstention in Large Language Models ↗Bingbing Wen, Jihan Yao, Shangbin Feng et al.
  46. LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models ↗Xiaohao Yang, He Zhao, Dinh Phung et al.
  47. Large Language Models Are Human-Like Internally ↗Tatsuki Kuribayashi, Yohei Oseki, Souhaib Ben Taieb et al.
  48. Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers ↗Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar et al.
  49. MAKE: Memory-Associated Knowledge Editing ↗Seongsik Park, Sangmin Park, Jaieun Kim et al.
  50. MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions ↗Abdullatif Köksal, Marion Thaler, Ayyoob Imani et al.
  51. NLP Security and Ethics, in the Wild ↗Heather Lent, Erick Galinkin, Yiyi Chen et al.
  52. Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models ↗Mor Ventura, Eyal Ben-David, Anna Korhonen et al.
  53. Navigating the Landscape of Hint Generation Research: From the Past to the Future ↗Anubhav Jangra, Jamshid Mozafari, Adam Jatowt et al.
  54. OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure ↗Jikai Wang, Yi Su, Juntao Li et al.
  55. Objectifying the Subjective: Cognitive Biases in Topic Interpretations ↗Swapnil Hingmire, Ze Shi Li, Shiyu (Vivienne) Zeng et al.
  56. On the Effect of Instruction Tuning Loss on Generalization ↗Anwoy Chatterjee, H. S. V. N. S. Kowndinya Renduchintala, Sumit Bhatia et al.
  57. Overcoming Source Object Grounding for Semantic Image Editing ↗Yeonjoon Jung, Seungtaek Choi, Seung-won Hwang
  58. Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models ↗Yao Zhu, Yunjian Zhang, Zizhe Wang et al.
  59. Persona-Aware Alignment Framework for Personalized Dialogue Generation ↗Guanrong Li, Xinyu Liu, Zhen Wu et al.
  60. Phonetic Reconstruction of the Consonant System of Middle Chinese via Mixed Integer Optimization ↗Xiaoxi Luo, Weiwei Sun
  61. Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing ↗Shu Zhao, Shiji Yang, Shicheng Tan et al.
  62. QE4PE: Word-level Quality Estimation for Human Post-Editing ↗Gabriele Sarti, Vilém Zouhar, Grzegorz Chrupała et al.
  63. REAL Sampling: Boosting Factuality and Diversity of Open-ended Generation by Extrapolating the Entropy of an Infinitely Large LM ↗Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal et al.
  64. RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns ↗Xin Chen, Junchao Wu, Shu Yang et al.
  65. STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution ↗Li Zheng, Hao Fei, Lei Chen et al.
  66. Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs ↗Shuang Ao, Yi Dong, Jinwei Hu et al.
  67. Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models ↗Jianhui Pang, Fanghua Ye, Derek Fai Wong et al.
  68. Self-Rationalization in the Wild: A Large-scale Out-of-Distribution Evaluation on NLI-related tasks ↗Jing Yang, Max Glockner, Anderson Rocha et al.
  69. Sense-specific Historical Word Usage Generation ↗Pierluigi Cassotti, Nina Tahmasebi
  70. SpiRit-LM: Interleaved Spoken and Written Language ModelTu Anh Nguyen, Benjamin Muller, Bokai Yu et al.our summary
  71. Step-by-Step Unmasking for Parameter-Efficient Fine-Tuning of Large Language Models ↗Aradhye Agarwal, Suhas Kamasetty Ramesh, Ayan Sengupta et al.
  72. Supervised Neural Topic Modeling with Label Alignment ↗Ruihao Chen, Hegang Chen, Yuyin Lu et al.
  73. Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends, and Metrics Analysis ↗Uri Berger, Gabriel Stanovsky, Omri Abend et al.
  74. TALE: Token-Adaptive Low-Rank KVCache Approximation with Reconstruction Elimination ↗Jaeseong Lee, Seung-won Hwang, Aurick Qiao et al.
  75. TANQ: An Open Domain Dataset of Table Answered Questions ↗Mubashara Akhtar, Chenxi Pang, Andreea Marzoca et al.
  76. TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion ↗Hongyuan Xu, Yuhang Niu, Ciyi Liu et al.
  77. The Impact of Automatic Speech Transcription on Speaker Attribution ↗Cristina Aggazzotti, Matthew Wiesner, Elizabeth Allyn Smith et al.
  78. The Thai Universal Dependency Treebank ↗Panyut Sriwirote, Wei Qi Leong, Charin Polpanumas et al.
  79. Towards More Realistic Extraction Attacks: An Adversarial Perspective ↗Yash More, Prakhar Ganesh, Golnoosh Farnadi
  80. Transformers as Transducers ↗Lena Strobl, Dana Angluin, David Chiang et al.
  81. Understanding Epistemic Language with a Language-augmented Bayesian Theory of Mind ↗Lance Ying, Tan Zhi-Xuan, Lionel Wong et al.
  82. mt RAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems ↗Yannis Katsis, Sara Rosenthal, Kshitij Fadnis et al.

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