---
title: "TACL 2025 — all accepted papers with summaries and citations"
description: "All 82 papers of TACL 2025, the most cited first; those with our summary link to it. Among them: (Perhaps) Beyond Human Translation…"
canonical: "https://research.elamur.ai/free/en/venues/tacl/2025/papers/"
---
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# TACL 2025: all accepted papers

82 papers · the most cited first · [← TACL 2025](https://md.research.elamur.ai/free/en/venues/tacl/2025/)

1. **[(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts ↗](https://aclanthology.org/2025.tacl-1.42/)**Minghao Wu, Jiahao Xu, Yulin Yuan et al.
2. **[A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives ↗](https://aclanthology.org/2025.tacl-1.29/)**Farhan Samir, Emily P. Ahn, Shreya Prakash et al.
3. **[A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction ↗](https://aclanthology.org/2025.tacl-1.7/)**Carel van Niekerk, Christian Geishauser, Michael Heck et al.
4. **[A Systematic Review of NLP for Dementia: Tasks, Datasets, and Opportunities ↗](https://aclanthology.org/2025.tacl-1.56/)**Lotem Peled-Cohen, Roi Reichart
5. **[A Unifying Scheme for Extractive Content Selection Tasks ↗](https://aclanthology.org/2025.tacl-1.74/)**Shmuel Amar, Ori Shapira, Aviv Slobodkin et al.
6. **[Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation ↗](https://aclanthology.org/2025.tacl-1.40/)**Ao Shen, Zhiquan Lai, Qiang Wang et al.
7. **[Active Knowledge Structuring for Large Language Models in Materials Science Text Mining ↗](https://aclanthology.org/2025.tacl-1.55/)**Xin Zhang, Jingling Yuan, Peiliang Zhang et al.
8. **[Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation ↗](https://aclanthology.org/2025.tacl-1.60/)**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 ↗](https://aclanthology.org/2025.tacl-1.63/)**Yang Wang, Chenghao Xiao, Yizhi Li et al.
10. **[Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? ↗](https://aclanthology.org/2025.tacl-1.51/)**Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen
11. **[Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment ↗](https://aclanthology.org/2025.tacl-1.22/)**Karel D'Oosterlinck, Winnie Xu, Chris Develder et al.
12. **[Are Triggers Needed for Document-Level Event Extraction? ↗](https://aclanthology.org/2025.tacl-1.71/)**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 ↗](https://aclanthology.org/2025.tacl-1.50/)**Martin Fajcik, Martin Docekal, Jan Dolezal et al.
14. **[Benchmarking Linguistic Diversity of Large Language Models ↗](https://aclanthology.org/2025.tacl-1.69/)**Yanzhu Guo, Guokan Shang, Chloé Clavel
15. **[Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph](https://md.research.elamur.ai/free/en/papers/vashurin-2025-benchmarking-uncertainty-quantification-methods-large/)**Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev et al.*our summary*
16. **[BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context ↗](https://aclanthology.org/2025.tacl-1.75/)**Aditya Tomar, Nihar Ranjan Sahoo, Pushpak Bhattacharyya
17. **[CLAPnq: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems ↗](https://aclanthology.org/2025.tacl-1.3/)**Sara Rosenthal, Avirup Sil, Radu Florian et al.
18. **[CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation ↗](https://aclanthology.org/2025.tacl-1.76/)**Ingo Ziegler, Abdullatif Köksal, Desmond Elliott et al.
19. **[CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs ↗](https://aclanthology.org/2025.tacl-1.68/)**Yuzhuang Xu, Shiyu Ji, Qingfu Zhu et al.
20. **[Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries ↗](https://aclanthology.org/2025.tacl-1.41/)**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 ↗](https://aclanthology.org/2025.tacl-1.38/)**Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa
22. **[Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art](https://md.research.elamur.ai/free/en/papers/liu-2025-culturally-aware-adapted-nlp-taxonomy/)**Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen*our summary*
23. **[DARE: Diverse Visual Question Answering with Robustness Evaluation ↗](https://aclanthology.org/2025.tacl-1.52/)**Hannah Sterz, Jonas Pfeiffer, Ivan Vulić
24. **[DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection ↗](https://aclanthology.org/2025.tacl-1.16/)**Xiao Pu, Hao Wu, Xiuli Bi et al.
25. **[Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language Models ↗](https://aclanthology.org/2025.tacl-1.37/)**Shahriar Golchin, Mihai Surdeanu
26. **[Diverse AI Feedback For Large Language Model Alignment ↗](https://aclanthology.org/2025.tacl-1.19/)**Tianshu Yu, Ting-En Lin, Yuchuan Wu et al.
27. **[Dolomites: Domain-Specific Long-Form Methodical Tasks ↗](https://aclanthology.org/2025.tacl-1.1/)**Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev et al.
28. **[Early Detection and Reduction of Memorization for Domain Adaptation and Instruction Tuning ↗](https://aclanthology.org/2025.tacl-1.66/)**Dean L. Slack, Noura Al Moubayed
29. **[Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation ↗](https://aclanthology.org/2025.tacl-1.47/)**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 ↗](https://aclanthology.org/2025.tacl-1.57/)**Anna A. Ivanova, Aalok Sathe, Benjamin Lipkin et al.
31. **[End-to-End Long Document Summarization using Gradient Caching ↗](https://aclanthology.org/2025.tacl-1.58/)**Rohit Saxena, Hao Tang, Frank Keller
32. **[Explanatory Summarization with Discourse-Driven Planning ↗](https://aclanthology.org/2025.tacl-1.53/)**Dongqi Liu, Xi Yu, Vera Demberg et al.
33. **[Exploring Practical Gaps in Using Cross Entropy to Implement Maximum Mutual Information Criterion for Rationalization ↗](https://aclanthology.org/2025.tacl-1.28/)**Wei Liu, Zhiying Deng, Zhongyu Niu et al.
34. **[Few-Shot Multilingual Open-Domain QA from Five Examples ↗](https://aclanthology.org/2025.tacl-1.24/)**Fan Jiang, Tom Drummond, Trevor Cohn
35. **[FoVer: First-Order Logic Verification for Natural Language Reasoning ↗](https://aclanthology.org/2025.tacl-1.61/)**Yu Pei, Yongping Du, Xingnan Jin
36. **[Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation ↗](https://aclanthology.org/2025.tacl-1.65/)**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 ↗](https://aclanthology.org/2025.tacl-1.13/)**Josip Jukić, Jan Šnajder
38. **[How Much Semantic Information is Available in Large Language Model Tokens? ↗](https://aclanthology.org/2025.tacl-1.20/)**David A. Haslett, Zhenguang G. Cai
39. **[How “Real” is Your Real-Time Simultaneous Speech-to-Text Translation System? ↗](https://aclanthology.org/2025.tacl-1.14/)**Sara Papi, Peter Polák, Dominik Macháček et al.
40. **[How to Select Datapoints for Efficient Human Evaluation of NLG Models? ↗](https://aclanthology.org/2025.tacl-1.80/)**Vilém Zouhar, Peng Cui, Mrinmaya Sachan
41. **[Human Choice Prediction in Language-based Persuasion Games: Simulation-based Off-Policy Evaluation ↗](https://aclanthology.org/2025.tacl-1.46/)**Eilam Shapira, Omer Madmon, Reut Apel et al.
42. **[Investigating Adversarial Trigger Transfer in Large Language Models ↗](https://aclanthology.org/2025.tacl-1.45/)**Nicholas Meade, Arkil Patel, Siva Reddy
43. **[Investigating Critical Period Effects in Language Acquisition through Neural Language Models ↗](https://aclanthology.org/2025.tacl-1.5/)**Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell et al.
44. **[KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering ↗](https://aclanthology.org/2025.tacl-1.49/)**Haiyun Li, Jixin Zhang, Hua Shen et al.
45. **[Know Your Limits: A Survey of Abstention in Large Language Models ↗](https://aclanthology.org/2025.tacl-1.26/)**Bingbing Wen, Jihan Yao, Shangbin Feng et al.
46. **[LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models ↗](https://aclanthology.org/2025.tacl-1.17/)**Xiaohao Yang, He Zhao, Dinh Phung et al.
47. **[Large Language Models Are Human-Like Internally ↗](https://aclanthology.org/2025.tacl-1.78/)**Tatsuki Kuribayashi, Yohei Oseki, Souhaib Ben Taieb et al.
48. **[Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers ↗](https://aclanthology.org/2025.tacl-1.6/)**Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar et al.
49. **[MAKE: Memory-Associated Knowledge Editing ↗](https://aclanthology.org/2025.tacl-1.44/)**Seongsik Park, Sangmin Park, Jaieun Kim et al.
50. **[MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions ↗](https://aclanthology.org/2025.tacl-1.48/)**Abdullatif Köksal, Marion Thaler, Ayyoob Imani et al.
51. **[NLP Security and Ethics, in the Wild ↗](https://aclanthology.org/2025.tacl-1.33/)**Heather Lent, Erick Galinkin, Yiyi Chen et al.
52. **[Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models ↗](https://aclanthology.org/2025.tacl-1.10/)**Mor Ventura, Eyal Ben-David, Anna Korhonen et al.
53. **[Navigating the Landscape of Hint Generation Research: From the Past to the Future ↗](https://aclanthology.org/2025.tacl-1.25/)**Anubhav Jangra, Jamshid Mozafari, Adam Jatowt et al.
54. **[OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure ↗](https://aclanthology.org/2025.tacl-1.8/)**Jikai Wang, Yi Su, Juntao Li et al.
55. **[Objectifying the Subjective: Cognitive Biases in Topic Interpretations ↗](https://aclanthology.org/2025.tacl-1.70/)**Swapnil Hingmire, Ze Shi Li, Shiyu (Vivienne) Zeng et al.
56. **[On the Effect of Instruction Tuning Loss on Generalization ↗](https://aclanthology.org/2025.tacl-1.62/)**Anwoy Chatterjee, H. S. V. N. S. Kowndinya Renduchintala, Sumit Bhatia et al.
57. **[Overcoming Source Object Grounding for Semantic Image Editing ↗](https://aclanthology.org/2025.tacl-1.54/)**Yeonjoon Jung, Seungtaek Choi, Seung-won Hwang
58. **[Patchwise Cooperative Game-based Interpretability Method for Large Vision-language Models ↗](https://aclanthology.org/2025.tacl-1.34/)**Yao Zhu, Yunjian Zhang, Zizhe Wang et al.
59. **[Persona-Aware Alignment Framework for Personalized Dialogue Generation ↗](https://aclanthology.org/2025.tacl-1.77/)**Guanrong Li, Xinyu Liu, Zhen Wu et al.
60. **[Phonetic Reconstruction of the Consonant System of Middle Chinese via Mixed Integer Optimization ↗](https://aclanthology.org/2025.tacl-1.21/)**Xiaoxi Luo, Weiwei Sun
61. **[Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing ↗](https://aclanthology.org/2025.tacl-1.39/)**Shu Zhao, Shiji Yang, Shicheng Tan et al.
62. **[QE4PE: Word-level Quality Estimation for Human Post-Editing ↗](https://aclanthology.org/2025.tacl-1.64/)**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 ↗](https://aclanthology.org/2025.tacl-1.35/)**Haw-Shiuan Chang, Nanyun Peng, Mohit Bansal et al.
64. **[RepreGuard: Detecting LLM-Generated Text by Revealing Hidden Representation Patterns ↗](https://aclanthology.org/2025.tacl-1.81/)**Xin Chen, Junchao Wu, Shu Yang et al.
65. **[STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution ↗](https://aclanthology.org/2025.tacl-1.43/)**Li Zheng, Hao Fei, Lei Chen et al.
66. **[Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs ↗](https://aclanthology.org/2025.tacl-1.67/)**Shuang Ao, Yi Dong, Jinwei Hu et al.
67. **[Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models ↗](https://aclanthology.org/2025.tacl-1.4/)**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 ↗](https://aclanthology.org/2025.tacl-1.15/)**Jing Yang, Max Glockner, Anderson Rocha et al.
69. **[Sense-specific Historical Word Usage Generation ↗](https://aclanthology.org/2025.tacl-1.32/)**Pierluigi Cassotti, Nina Tahmasebi
70. **[SpiRit-LM: Interleaved Spoken and Written Language Model](https://md.research.elamur.ai/free/en/papers/nguyen-2025-spirit-lm-interleaved-spoken-written/)**Tu Anh Nguyen, Benjamin Muller, Bokai Yu et al.*our summary*
71. **[Step-by-Step Unmasking for Parameter-Efficient Fine-Tuning of Large Language Models ↗](https://aclanthology.org/2025.tacl-1.79/)**Aradhye Agarwal, Suhas Kamasetty Ramesh, Ayan Sengupta et al.
72. **[Supervised Neural Topic Modeling with Label Alignment ↗](https://aclanthology.org/2025.tacl-1.12/)**Ruihao Chen, Hegang Chen, Yuyin Lu et al.
73. **[Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends, and Metrics Analysis ↗](https://aclanthology.org/2025.tacl-1.73/)**Uri Berger, Gabriel Stanovsky, Omri Abend et al.
74. **[TALE: Token-Adaptive Low-Rank KVCache Approximation with Reconstruction Elimination ↗](https://aclanthology.org/2025.tacl-1.59/)**Jaeseong Lee, Seung-won Hwang, Aurick Qiao et al.
75. **[TANQ: An Open Domain Dataset of Table Answered Questions ↗](https://aclanthology.org/2025.tacl-1.23/)**Mubashara Akhtar, Chenxi Pang, Andreea Marzoca et al.
76. **[TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion ↗](https://aclanthology.org/2025.tacl-1.27/)**Hongyuan Xu, Yuhang Niu, Ciyi Liu et al.
77. **[The Impact of Automatic Speech Transcription on Speaker Attribution ↗](https://aclanthology.org/2025.tacl-1.72/)**Cristina Aggazzotti, Matthew Wiesner, Elizabeth Allyn Smith et al.
78. **[The Thai Universal Dependency Treebank ↗](https://aclanthology.org/2025.tacl-1.18/)**Panyut Sriwirote, Wei Qi Leong, Charin Polpanumas et al.
79. **[Towards More Realistic Extraction Attacks: An Adversarial Perspective ↗](https://aclanthology.org/2025.tacl-1.82/)**Yash More, Prakhar Ganesh, Golnoosh Farnadi
80. **[Transformers as Transducers ↗](https://aclanthology.org/2025.tacl-1.9/)**Lena Strobl, Dana Angluin, David Chiang et al.
81. **[Understanding Epistemic Language with a Language-augmented Bayesian Theory of Mind ↗](https://aclanthology.org/2025.tacl-1.30/)**Lance Ying, Tan Zhi-Xuan, Lionel Wong et al.
82. **[mt RAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems ↗](https://aclanthology.org/2025.tacl-1.36/)**Yannis Katsis, Sara Rosenthal, Kshitij Fadnis et al.
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