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,...
Current Issue
Volume 13
Published December 25, 2025
Table of contents
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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
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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
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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
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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
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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
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