📰 Transactions of the Association for Computational Linguistics (TACL) 2026 — papers

The works of Transactions of the Association for Computational Linguistics (TACL) published in 2026 that our library holds (publisher: The MIT Press): 6 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 (105)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. A Context-aware Framework for Translation-mediated Conversations ↗José Pombal, Sweta Agrawal, Emmanouil Zaranis et al.
2. A Survey on Memory-Efficient Fine-Tuning for Large Language Models ↗Yeachan Kim, Mingyu Lee, SangKeun Lee
3. A Systematic Assessment of Language Models with Linguistic Minimal Pairs in Chinese ↗Yikang Liu, Yeting Shen, Hongao Zhu et al.
4. Accelerating Language Model Workflows with Prompt Choreography ↗TJ Bai, Jason Eisner
5. ActiveLLM: Large Language Model-Based Active Learning for Textual Few-Shot Scenarios ↗Markus Bayer, Justin Lutz, Christian Reuter
6. Aligned Probing: Relating Toxic Behavior and Model Internals ↗Andreas Waldis, Vagrant Gautam, Anne Lauscher et al.
7. Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing ↗Dennis Ulmer, Alexandra Lorson, Ivan Titov et al.
8. As Easy as Rocket Science: Assessing the Ability of Large Language Models to Interpret Negation in Figurative Language ↗Jasmine Owers, Edwin Simpson, Martha Lewis
9. Automated Essay Scoring and Language Certification: Assessing Generalizability, Agreement and Validity for FrenchRodrigo Wilkens, Rémi Cardon, Vincent Folny et al.our summary
10. Automatic Machine Translation Detection Using a Surrogate Multilingual Translation Model ↗Cristian García-Romero, Miquel Esplà-Gomis, Felipe Sánchez-Martínez
11. Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework ↗Nils Dycke, Iryna Gurevych
12. BP-LLM: Belief Propagation for Binary Feedback in Large Language Model Alignment ↗Jessica E. Liang
13. Beyond Majority Voting: Agreement-Based Clustering to Model Annotator Perspectives in Subjective NLP Tasks ↗Tadesse Destaw Belay, Ibrahim Said Ahmad, Idris Abdulmumin et al.
14. Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts ↗Hanhua Hong, Chenghao Xiao, Yang Wang et al.
15. Breaking the Code: Security Assessment of AI Code Agents Through Systematic Jailbreaking Attacks ↗Shoumik Saha, Jifan Chen, Sam Mayers et al.
16. Bridging Auxiliary Constraints to Resolve Instruction Following in Large Reasoning Models ↗Zhengyi Zhao, Shubo Zhang, Huimin Wang et al.
17. CAuSE: Decoding Multimodal Classifiers using Faithful Natural Language Explanation ↗Dibyanayan Bandyopadhyay, Soham Bhattacharjee, Mohammed Hasanuzzaman et al.
18. CG-TTRL: Context-Guided Test-Time Reinforcement Learning for On-Device Large Language Models ↗Peyman Hosseini, Ondrej Bohdal, Taha Ceritli et al.
19. CONSPIR ED: A Dataset for Cognitive Traits of Conspiracy Theories and Large Language Model Safety ↗Luke Bates, Max Glockner, Preslav Nakov et al.
20. CROC: Evaluating and Training T2I Metrics with Pseudo- and Human-Labeled Contrastive Robustness Checks ↗Christoph Leiter, Yuki M. Asano, Margret Keuper et al.
21. CURE: Cultural Value-based Reasoning for Enhancing the Cultural Adaptability of Large Language Models ↗Mirae Han, Harksoo Kim
22. CUS-QA: Local-Knowledge-Oriented Open-Ended Question Answering Dataset ↗Jindrich Libovický, Jindrich Helcl, Andrei-Alexandru Manea et al.
23. Can LLMs Automate Fact-Checking Article Writing? ↗Dhruv Sahnan, David Corney, Irene Larraz et al.
24. Can Language Models Learn Typologically Implausible Languages? ↗Tianyang Xu, Tatsuki Kuribayashi, Yohei Oseki et al.
25. Can Large Language Models Generalize Analogy Solving Like Children Can? ↗Claire E. Stevenson, Alexandra Pafford, Han L. J. van der Maas et al.

See all 105 papers in Transactions of the Association for Computational Linguistics (TACL) 2026 — papers →

📄 Works with our summary in our library (6)

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

1. VoiceBench: Benchmarking LLM-Based Voice AssistantsTransactions of the Association for Computational Linguistics (TACL)Yiming Chen, Xianghu Yue, Chen Zhang, et al.2026 · 70 citations
2. Fine-Grained Reward Optimization for Machine Translation using Error Severity MappingsTransactions of the Association for Computational Linguistics (TACL)Miguel Moura Ramos, Tomás Almeida, Daniel Vareta, et al.2026 · 7 citations
3. CorefInst: Leveraging LLMs for Multilingual Coreference ResolutionTransactions of the Association for Computational Linguistics (TACL)Tuğba Pamay Arslan, Emircan Erol, Gülşen Eryiğit2026 · 1 citation
4. Human-like Fleeting Memory Improves Language Learning but Impairs Reading Time Prediction in Transformer Language ModelsTransactions of the Association for Computational Linguistics (TACL)Abishek Thamma, Micha Heilbron2026 · 1 citation
5. Rethinking the Relationship between the Power Law and Hierarchical StructuresTransactions of the Association for Computational Linguistics (TACL)Kai Nakaishi, Ryo Yoshida, Kohei Kajikawa, et al.2026
6. Automated Essay Scoring and Language Certification: Assessing Generalizability, Agreement and Validity for FrenchTransactions of the Association for Computational Linguistics (TACL)Rodrigo Wilkens, Rémi Cardon, Vincent Folny, et al.2026

🧭 Top topics

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

🔗Coreference resolution (1)🔁Machine translation (1)🧠Language models & pretraining (1)🎙️Speech & spoken language (1)🌍Multilingual & cross-lingual NLP (1)🧒Psycholinguistics & language acquisition (1)🖍️Grammatical error correction & learner language (1)French (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (6)💭Psychology (2)🧠Neuroscience (1)

🧑‍🔬 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.

🏛️Agency for Science, Technology and ResearchSingapore · Singapore1 work here🎓University of LisbonLisbon · Portugal1 work here🎓Tianjin UniversityTianjin · China1 work here🎓National University of SingaporeSingapore · Singapore1 work here🎓Georgetown UniversityWashington · United States1 work here🔬National Institute of InformaticsTokyo · Japan1 work here🎓University of ExeterExeter · United Kingdom1 work here🔬Institute for Infocomm ResearchSingapore · Singapore1 work here🔬Max Planck Institute for PsycholinguisticsNijmegen · Netherlands1 work here🎓Shenzhen Research Institute of Big DataShenzhen · China1 work here🔬RIKENWako · Japan1 work here🎓Chinese University of Hong Kong, ShenzhenShenzhen · China1 work here

works and citations from OpenAlex and our library.

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