📰 Transactions of the Association for Computational Linguistics (TACL) 2025 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2025 that our library holds (publisher: The MIT Press): 3 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (82)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. (Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary TextsMinghao Wu, Jiahao Xu, Yulin Yuan et al.
2. A Comparative Approach for Auditing Multilingual Phonetic Transcript ArchivesFarhan Samir, Emily P. Ahn, Shreya Prakash et al.
3. A Confidence-based Acquisition Model for Self-supervised Active Learning and Label CorrectionCarel van Niekerk, Christian Geishauser, Michael Heck et al.
4. A Systematic Review of NLP for Dementia: Tasks, Datasets, and OpportunitiesLotem Peled-Cohen, Roi Reichart
5. A Unifying Scheme for Extractive Content Selection TasksShmuel Amar, Ori Shapira, Aviv Slobodkin et al.
6. Accurate and Efficient Fine-Tuning of Quantized Large Language Models Through Optimal Balance in AdaptationAo Shen, Zhiquan Lai, Qiang Wang et al.
7. Active Knowledge Structuring for Large Language Models in Materials Science Text MiningXin Zhang, Jingling Yuan, Peiliang Zhang et al.
8. Adding Chocolate to Mint: Mitigating Metric Interference in Machine TranslationJosé Pombal, Nuno M. Guerreiro, Ricardo Rei et al.
9. Adversarial Defense without Adversarial Defense: Enhancing Language Model Robustness via Instance-level Principal Component RemovalYang 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 AlignmentKarel 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 MechanismMartin Fajcik, Martin Docekal, Jan Dolezal et al.
14. Benchmarking Linguistic Diversity of Large Language ModelsYanzhu 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 ContextAditya Tomar, Nihar Ranjan Sahoo, Pushpak Bhattacharyya
17. CLAPnq: Cohesive Long-form Answers from Passages in Natural Questions for RAG systemsSara Rosenthal, Avirup Sil, Radu Florian et al.
18. CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and AugmentationIngo Ziegler, Abdullatif Köksal, Desmond Elliott et al.
19. CRVQ: Channel-Relaxed Vector Quantization for Extreme Compression of LLMsYuzhuang Xu, Shiyu Ji, Qingfu Zhu et al.
20. Contextualized Evaluations: Judging Language Model Responses to Underspecified QueriesChaitanya 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 LearnersTakeshi 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 EvaluationHannah Sterz, Jonas Pfeiffer, Ivan Vulić
24. DEAR: Disentangled Event-Agnostic Representation Learning for Early Fake News DetectionXiao Pu, Hao Wu, Xiuli Bi et al.
25. Data Contamination Quiz: A Tool to Detect and Estimate Contamination in Large Language ModelsShahriar Golchin, Mihai Surdeanu

See all 82 papers in Transactions of the Association for Computational Linguistics (TACL) 2025 — papers →

📄 Works with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the ArtTransactions of the Association for Computational Linguistics (TACL)Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen2025 · 89 citations
2. Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-PolygraphTransactions of the Association for Computational Linguistics (TACL)Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev, et al.2025 · 66 citations
3. SpiRit-LM: Interleaved Spoken and Written Language ModelTransactions of the Association for Computational Linguistics (TACL)Tu Anh Nguyen, Benjamin Muller, Bokai Yu, et al.2025 · 61 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)

📚 Fields

🎭Arts and Humanities (3)🖥️Computer Science (3)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓National Research University Higher School of EconomicsMoscow · Russia1 work here🔬Centre National de la Recherche ScientifiqueParis · France1 work here🎓The University of MelbourneMelbourne · Australia1 work here🎓University of CambridgeCambridge · United Kingdom1 work here🎓Université Paris Sciences et LettresParis · France1 work here🔬École Normale Supérieure - PSLParis · France1 work here🎓Technische Universität DarmstadtDarmstadt · Germany1 work here🎓ETH ZurichZurich · Switzerland1 work here🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi · United Arab Emirates1 work here🔬Hessian Center for Artificial IntelligenceDarmstadt · Germany1 work here🔬École des hautes études en sciences socialesParis · France1 work here

works and citations from OpenAlex and our library.

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