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Transactions of the Association for Computational LinguisticsTACL (Transactions of the Association for Computational Linguistics)Transactions of the Association for Computational Linguistics Skip to main navigation menu Skip to main content Skip to site footer Admin menu Register Login Transactions of the Association for Computational Linguistics Current Archives Announcements About About the Journal Submissions Editorial Team Privacy Statement Contact Transactions of the Association for Computational Linguistics About the Journal Welcome to the TACL submission site! Transactions of the Association for Computational Linguistics (TACL) is an ACL-sponsored journal published by MIT Press that publishes papers in all areas of computational linguistics and natural language processing. TACL has the following features: TACL publishes conference-length papers, but... More info Announcements EMNLP 2025 presentation of TACL papers July 23, 2025 More Announcing the TACL 2025 paper awards June 19, 2025 More ACL 2025 presentation of TACL papers April 5, 2025 More NAACL 2025 - TACL acceptance/final-version deadlines January 27, 2025 We are currently collecting information about authors presentation preferences for NAACL 2025. Please read more to find out the details. More Yesari Tolga Eden - a new editorial assistance for TACL July 22, 2024 We are very happy to welcome aboard Yesari Tolga Eden,  the new TACL editorial assistance (EA). Tolga is joining Cindy Robinson, who shaped this invaluable position and is still contributing to TACL as an EA.   Welcome, Tolga, and best of luck ! More EMNLP 2024 - TACL acceptance/final-version deadlines June 6, 2024 To be eligible for presentation (oral or poster) at EMNLP 2024, TACL papers must satisfy both of the following conditions: 1st condition:  submission must be accepted with a decision type (a) by Friday, August 30th and; 2nd condition:  the final version must be submitted (and approved!) to TACL by Wednesday, September 25th. Submit the final version at least 10 business days prior to the second deadline (September 15th); this will allow ample time for the technical approval by the Action Editor. See the section on Presentation of Accepted TACL Papers at Conferences in the author guidelines for more details. ---------------------------------------------------- Authors Registration Fee Details:  Author Register Paper (for presentation) Industrial/Non-Academic, Academic or Student At least one author of each accepted paper to an ACL conference (ACL, NAACL, EACL, AACL, or EMNLP) must register their paper to present at the conference. Exceptions to the statement above: Accepted Finding that are not being presented. All findings being presented must register their paper. Workshop shared tasked papers do not need to register their paper to present. Note all Paper registration fees are based on actual hard cost to the conference In person registration fee reflects the attendees’ hard costs of food & beverage (breaks, welcome reception and social dinner) along with meeting space, av or poster presentation equipment). Virtual attendees’ registration fees reflect the virtual costs (internet, AV, content management, platforms). More ← Next → Previous Current Issue Volume 13Published December 25, 2025 Table of contents NLP Security and Ethics, in the Wild Heather Lent, Erick Galinkin, Yiyi Chen, Jens Myrup Pedersen, Leon Derczynski, Johannes Bjerva Presented at ACL 2025 Article at MIT Press Adversarial Defence without Adversarial Defence: Enhancing Language Model Robustness via Instance-level Principal Component Removal Yang Wang, Chenghao Xiao, Yizhi Li, Stuart E. Middleton, Noura Al Moubayed, Chenghua Lin DOLOMITES: Domain-Specific Long-Form Methodical Tasks Chaitanya Malaviya, Priyanka Agrawal, Kuzman Ganchev, Pranesh Srinivasan, Fantine Huot, Jonathan Berant, Mark Yatskar, Dipanjan Das, Mirella Lapata, Chris Alberti Presented at EMNLP 2024 Article at MIT Press Elements of World Knowledge (EWoK): A cognition-inspired framework for evaluating basic world knowledge in language models Anna Ivanova, Aalok Sathe, Benjamin Lipkin, Unnathi Kumar, Setayesh Radkani, Thomas Hikaru Clark, Carina Kauf, Jennifer Hu, R.T. Pramod, Gabriel Grand, Vivian Paulun, Maria Ryskina, Ekin Akyürek, Ethan Wilcox, Nafisa Rashid, Leshem Chosen, Roger Levy, Evelina Fedorenko, Joshua Tenenbaum, Jacob Andreas Article at MIT Press Anchored Preference Optimization and Contrastive Revisions: Addressing Underspecification in Alignment Karel Doosterlinck, Winnie Xu, Chris Develder, Thomas Demeester, Amanpreet Singh, Christopher Potts, Douwe Kiela, Shikib Mehri Presented at NAACL 2025 Article at MIT Press TALE: Token-Adaptive Low-Rank KVCache Approximation with Reconstruction Elimination Jaeseong Lee, seung-won Hwang, Aurick Qiao, Daniel Campos, Zhewei Yao, Yuxiong He Article at MIT Press Presented at EMNLP 2025 Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang, Max Glockner, Anderson Rocha, Iryna Gurevych Presented at ACL 2025 Article at MIT Press CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMs Yuzhuang Xu, Shiyu Ji, Qingfu Zhu, Wanxiang Che Article at MIT Press Presented at EMNLP 2025 A Confidence-based Acquisition Model for Self-supervised Active Learning and Label Correction Carel van Niekerk, Christian Geishauser, Michael Heck, Shutong Feng, Hsien-Chin Lin, Nurul Lubis, Benjamin Ruppik, Renato Vukovic, Milica Gašić Article at MIT Press Prompt Contrastive Transformation: An Enhanced Strategy for Efficient Prompt Transfer in Natural Language Processing Shu Zhao, Shiji Yang, Shicheng Tan, Zhen Yang, Congyao Mei, Zhen Duan, Yanping Zhang, Jie Chen  Article at MIT Press Presented at EMNLP 2025 Safe Pruning LoRA: Robust Distance-Guided Pruning for Safety Alignment in Adaptation of LLMs Shuang Ao, Yi Dong, Jinwei Hu, Sarvapali Ramchurn Article at MIT Press Presented at EMNLP 2025 Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? Evgeniia Razumovskaia, Ivan Vulić, Anna Korhonen Article at MIT Press Are Triggers Needed for Document-Level Event Extraction? Shaden Shaar, Wayne Chen, Maitreyi Chatterjee, Barry Wang, Wenting Zhao, Claire Cardie Article at MIT Press Overcoming Source Object Grounding for Semantic Image Editing yeonjoon jung, Seungtaek Choi, Seung-won Hwang Article at MIT Press Presented at EMNLP 2025 Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models Jianhui Pang, Fanghua Ye, Derek Fai Wong, Dian Yu, Shuming Shi, Zhaopeng Tu, Longyue Wang Presented at ACL 2025 Article at MIT Press Benchmarking Linguistic Diversity of Large Language Models Yanzhu Guo, Guokan Shang, Chloé Clavel Article at MIT Press How to Select Datapoints for Efficient Human Evaluation of NLG Models? Vilém Zouhar, Peng Cui, Mrinmaya Sachan Article at MIT Press Supervised Neural Topic Modeling with Label Alignment Ruihao Chen, Hegang Chen, Yuyin Lu, Yanghui Rao, Chunjiang Zhu Presented at ACL 2025 Article at MIT Press MURI: High-Quality Instruction Tuning Datasets for Low-Resource Languages via Reverse Instructions Abdullatif Köksal, Marion Thaler, Ayyoob Imani, Ahmet Üstün, Anna Korhonen, Hinrich Schütze Presented at ACL 2025 Article at MIT Press Few-shot Multilingual Open-domain QA from 5 Examples Fan Jiang, Tom Drummond, Trevor Cohn Article at MIT Press BenCzechMark : A Czech-centric Multitask and Multimetric Benchmark for Large Language Models with Duel Scoring Mechanism Martin Fajcik, Martin Dočekal, Jan Doležal, Karel Ondřej, Karel Beneš, Michal Hradiš, Pavel Smrž, Alexander Polok, Jan Kapsa, Zuzana Neverilova, Aleš Horák, Radoslav Sabol, Michal Štefánik, Adam Jirkovský, David Adamczyk, Petr Hyner, Jan Hůla, Hynek Kydlíček Article at MIT Press TaxoPro: A Plug-In LoRA-based Cross-Domain Method for Low-Resource Taxonomy Completion Hongyuan Xu, Yuhang Niu, Ciyi Liu, Yanlong Wen, Xiaojie Yuan Article at MIT Press MAKE: Memory-Associated Knowledge Editing Seongsik Park, Harksoo Kim, Sangmin Park, Jaieun Kim Article at MIT Press STPar: A Structure-Aware Triaffine Parser for Screenplay Character Coreference Resolution Li Zheng, Hao Fei, Lei Chen, Bobo Li, Fei Li, Chong Teng, Liang Zhao, Donghong Ji Article at MIT Press FoVer: First-Order Logic Verification for Natural Language Reasoning Pei, Yu, Yongping Du, Xingnan Jin Article at MIT Press Presented at EMNLP 2025 Phonetic Reconstruction of the Consonant System of Middle Chinese via Mixed Integer Optimization Xiaoxi Luo, Weiwei Sun Article at MIT Press 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, Anil Ramakrishna, Tagyoung Chung Article at MIT Press On the Effect of Instruction Tuning Loss on Generalization Anwoy Chatterjee, H S V N S Kowndinya Renduchintala, Sumit Bhatia , Tanmoy Chakraborty Article at MIT Press LLM Reading Tea Leaves: Automatically Evaluating Topic Models with Large Language Models Xiaohao Yang, He Zhao, Dinh Phung, Wray Buntine, Lan Du Article at MIT Press MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems Yannis Katsis, Sara Rosenthal, Kshitij Fadnis, Chulaka Gunasekara, Young-Suk Lee, Lucian Popa, Vraj Shah, Huaiyu Zhu, Danish Contractor, Marina Danilevsky Presented at ACL 2025 Article at MIT Press Early Detection and Reduction of Memorisation for Domain Adaptation and Instruction Tuning Dean Slack, Noura Al Moubayed Article at MIT Press DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News Detection Xiao Pu, Hao Wu, Xiuli Bi, Yu Wu, Xinbo Gao Article at MIT Press Human Choice Prediction in Language-Based Persuasion Games: Simulation-Based Off-Policy Evaluation Eilam Shapira, Omer Madmon, Reut Apel, Moshe Tennenholtz , Roi Reichart Presented at ACL 2025 Article at MIT Press Know Your Limits: A Survey of Abstention in Large Language Models Bingbing Wen, Jihan Yao, Shangbin Feng, Chenjun Xu, Yulia Tsvetkov, Bill Howe, Lucy Lu Wang Article at MIT Press Objectifying the Subjective: Cognitive Biases in Topic Interpretations Swapnil Hingmire, Zane Li, Vivienne Zeng, Ahmed Musa Awon, Luiz Franciscatto Guerra, Neil Ernst Article at MIT Press How "Real" is Your Real-Time Simultaneous Speech-to-Text Translation System? Sara Papi, Peter Polak, Dominik Macháček, Ondřej Bojar Presented at ACL 2025 Article at MIT Press A Systematic Review of NLP for Dementia: Tasks, Datasets and Opportunities Lotem Peled-Cohen, Roi Reichart Article at MIT Press A Comparative Approach for Auditing Multilingual Phonetic Transcript Archives: A Case Study on a Large-Scale Multilingual Audio Dataset Farhan Samir, Emily, Shreya Prakash, Márton Sóskuthy, Vered Shwartz, Jian Zhu Presented at ACL 2025 Article at MIT Press Continual Pre-training on Character-level Noisy Texts Makes Decoder-based Language Models Robust Few-shot Learners Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa Article at MIT Press Presented at ACL 2025 SPIRIT-LM: Interleaved Spoken and Written Language Model Tu Anh Nguyen, Benjamin Muller, Bokai Yu, Marta Ruiz Costa-jussà, Maha Elbayadb, Sravya Popuri, Paul-Ambroise Duquenne, Robin Algayres, Ruslan Mavlyutov, Itai Gat, Gabriel Synnaeve, Juan Pino, Benoît Sagot, Emmanuel Dupoux, Christophe Ropers, Mary Williamson Presented at EMNLP 2024 Article at MIT Press How much Semantic Information is Available in Large Language Model Tokens? David Haslett, Zhenguang G. Cai Article at MIT Press Presented at EMNLP 2025 Active Knowledge Structuring for Large Language Models in Materials Science Text Mining Xin Zhang, Jingling Yuan, Peiliang Zhang, Jia Liu, Lin Li Article at MIT Press Presented at EMNLP 2025 Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, Lyudmila Rvanova, Akim Tsvigun, Daniil Vasilev, Rui Xing, Abdelrahman “Boda” Sadallah, Kirill Grishchenkov, Sergey Petrakov, Alexander Panchenko, Timothy Baldwin, Preslav Nakov, Maxim Panov, Artem Shelmanov Article at MIT Press KEFT: Knowledge-Enhanced Fine-Tuning for Large Language Models in Domain-Specific Question Answering Haiyun Li, Jixin Zhang, Hua Shen, Ke Cheng, Xiaofeng Huang Article at MIT Press The Frame Representation Hypothesis: Multi-Token LLM Interpretability and Concept-Guided Text Generation Pedro Henrique Vaz Valois, Lincon S. Souza, Erica K. Shimomoto, Kazuhiro Fukui Article at MIT Press Presented at EMNLP 2025 Understanding Epistemic Language with a Language-augmented Bayesian Theory of Mind Lance Ying, Tan Zhi-Xuan, Lionel Wong, Vikash Mansinghka, Joshua Tenenbaum Article at MIT Press Exploring Practical Gaps in Using Cross Entropy to Implement Maximum Mutual Information Criterion for Rationalization Wei Liu, Zhiying Deng, Zhongyu Niu, Jun Wang, Haozhao Wang, Ruixuan Li Presented at ACL 2025 Article at MIT Press Investigating Adversarial Trigger Transfer in Large Language Models Nicholas Carl Meade, Arkil Patel, Siva Reddy Article at MIT Press Presented at ACL 2025 End-to-End Long Document Summarization using Gradient Caching Rohit Saxena, Hao Tang, Frank Keller Article at MIT Press Presented at EMNLP 2025 Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image Models Mor Ventura, Eyal Ben-David, Anna Korhonen, Roi Reichart Article at MIT Press Large Language Models Are Human-Like Internally Tatsuki Kuribayashi, Yohei Oseki, Souhaib Ben Taieb, Kentaro Inui, Timothy Baldwin Article at MIT Press Patchwise Cooperative Game-based Interpretability Method for Large Vision-Language Models Yao Zhu, Yunjian Zhang, Zizhe Wang, Xiu Yan, Peng Sun, Xiangyang Ji Article at MIT Press Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in Adaptation Ao Shen, Qiang Wang, Xionglve Li, Lizhi Zhang, Zhiquan Lai, Dongsheng Li, Jiaxin Li Article at MIT Press Contextualized Evaluations: Taking the Guesswork Out of Language Model Evaluations Chaitanya Malaviya, Joseph Chee Chang, Dan Roth, Mohit Iyyer, Mark Yatskar, Kyle Lo Presented at ACL 2025 Article at MIT Press Surveying the Landscape of Image Captioning Evaluation: A Comprehensive Taxonomy, Trends and Metrics Analysis Uri Berger, Gabriel Stanovsky, Omri Abend, Lea Frermann Article at MIT Press Presented at EMNLP 2025 From Robustness to Improved Generalization and Calibration in Pre-trained Language Models Josip Jukić, Jan Šnajder Article at MIT Press Navigating the Landscape of Hint Generation Research: From the Past to the Future Anubhav Jangra, Jamshid Mozafari, Adam Jatowt, Smaranda Muresan Presented at ACL 2025 Article at MIT Press Explanatory Summarization with Discourse-Driven Planning Dongqi Liu, Xi Yu, Vera Demberg, Mirella Lapata Article at MIT Press OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure Jikai Wang, Yi Su, Juntao Li, Qinrong Xia, Zi Ye, Xinyu Duan, Zhefeng Wang, Min Zhang Article at MIT Press Do Large Multimodal Models Solve Caption Generation for Scientific Figure? Lessons Learned from SciCap Challenge 2023 Ting-Yao (Edward) Hsu, Yi-Li Hsu, Shaurya Rohatgi, Chieh-Yang Huang, Ho Yin Ng, Ryan Rossi, Sungchul Kim, Tong Yu, Lun-Wei Ku, Clyde Lee Giles, Ting-Hao 'Kenneth' Huang A Unifying Scheme for Extractive Content Selection Tasks Shmuel Amar, Ori Shapira, Aviv Slobodkin, Ido Dagan Article at MIT Press The Thai Universal Dependency Treebank Panyut Sriwirote, Wei Qi Leong, Charin Polpanumas, Santhawat Thanyawong, William Tjhi, Wirote Aroonmanakun, Attapol T Rutherford Article at MIT Press Efficient Tuning of Large Language Models for Knowledge-Grounded Dialogue Generation Bo Zhang, Hui Ma, Dailin Li, Jian Ding, Jian Wang, Bo Xu, HongFei Lin Article at MIT Press Diverse AI Feedback for Large Language Model Alignment Tianshu Yu Article at MIT Press Adding Chocolate to MINT: Mitigating Metric Interference in Machine Translation José Pombal, Nuno M. Guerreiro, Ricardo Rei, André Martins Article at MIT Press Transformers as Transducers Lena Strobl, Dana Angluin, David Chiang, Jonathan Rawski, Ashish Sabharwal Presented at ACL 2025 Article at MIT Press CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation Ingo Ziegler, Abdullatif Köksal, Desmond Elliott, Hinrich Schütze Article at MIT Press TANQ: An open domain dataset of table answered questions Mubashara Akhtar, Chenxi Pang, Andreea Marzoca, Yasemin Altun, Julian Eisenschlos Presented at ACL 2025 Article at MIT Press DARE: Diverse Visual Question Answering with Robustness Evaluation Hannah Sterz, Jonas Pfeiffer, Ivan Vuli´c Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers Kabir Ahuja, Vidhisha Balachandran, Madhur Panwar, Tianxing He, Noah A. Smith, Navin Goyal, Yulia Tsvetkov Article at MIT Press Sense-Specific Historical Word Usage Generation Pierluigi Cassotti, Nina Tahmasebi Article at MIT Press Presented at ACL 2025 BharatBBQ: A Multilingual Bias Benchmark for Question Answering in the Indian Context Aditya Tomar, Nihar Ranjan, Pushpak Bhattacharyya Article at MIT Press Presented at EMNLP 2025 Investigating Critical Period Effects in Language Acquisition through Neural Language Models Alex Warstadt, Ionut Constantinescu, Tiago Pimentel, Ryan Cotterell Presented at ACL 2025 Article at MIT Press Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the Art Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen Article at MIT Press Towards More Realistic Extraction Attacks: An Adversarial Perspective Yash More, Prakhar Ganesh, Golnoosh Farnadi Article at MIT Press Recently published issues Vol. 12 (2024) January 12, 2024 Vol. 11 (2023) January 1, 2023 Vol. 9 (2021) January 4, 2022 × Username * Required Password * Required Keep me logged in Login Register Forgot your password?enusen-US1773541690https://transacl.org

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