📰 Computational Linguistics 2025: all accepted papers

38 papers · the most cited first · ← Computational Linguistics 2025

1. A Novel Methodology for Enhancing Cross-language and Domain Adaptability in Temporal Expression Normalization ↗Alejandro Sánchez de Castro, Lourdes Araujo, Juan Martinez-Romo
2. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsJunchao Wu, Shu Yang, Runzhe Zhan et al.our summary
3. Automated Essay Scoring ↗Anaïs Tack
4. Automatic Language Identification in Texts ↗Tom Lippincott
5. BLiMP-NL: A Corpus of Dutch Minimal Pairs and Acceptability Judgments for Language Model Evaluation ↗Michelle Suijkerbuijk, Zoë Prins, Marianne de Heer Kloots et al.
6. Compositionality and Sentence Meaning: Comparing Semantic Parsing and Transformers on a Challenging Sentence Similarity Dataset ↗James Fodor, Simon De Deyne, Shinsuke Suzuki
7. DiBiMT: A Gold Evaluation Benchmark for Studying Lexical Ambiguity in Machine TranslationFederico Martelli, Stefano Perrella, Niccolò Campolungo et al.our summary
8. Dotless Arabic Text for Natural Language Processing ↗Maged S. Al-Shaibani, Irfan Ahmad
9. Eliciting and Improving the Causal Reasoning Abilities of Large Language Models with Conditional Statements ↗Xiao Liu, Da Yin, Chen Zhang et al.
10. Evaluating Synthetic Data Generation from User Generated Text ↗Jenny Chim, Julia Ive, Maria Liakata
11. Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation Metrics ↗Felipe Viegas, Antonio Pereira, Washington Cunha et al.
12. Graded Suspiciousness of Adversarial Texts to Humans ↗Shakila Mahjabin Tonni, Pedro Faustini, Mark Dras
13. IDT: Dual-Task Adversarial Rewriting for Attribute Anonymization ↗Pedro Faustini, Shakila Mahjabin Tonni, Annabelle McIver et al.
14. Investigating Idiomaticity in Word Representations ↗Wei He, Tiago Kramer Vieira, Marcos Garcia et al.
15. Kallini et al. (2024) Do Not Compare Impossible Languages with Constituency-based Ones ↗Tim Hunter
16. LGDE: Local Graph-based Dictionary Expansion ↗Juni Schindler, Sneha Jha, Xixuan Zhang et al.
17. LLM-based NLG Evaluation: Current Status and ChallengesMingqi Gao, Xinyu Hu, Xunjian Yin et al.our summary
18. LMLPA: Language Model Linguistic Personality Assessment ↗Jingyao Zheng, Xian Wang, Simo Hosio et al.
19. Language Models and Externalism: A Reply to Mandelkern and Linzen ↗Gary Ostertag
20. Large Language Models Are Biased Because They Are Large Language Models ↗Philip Resnik
21. MUCking In, or Fifty Years in Information Extraction ↗Ralph Grishman
22. Machine Translation Meta Evaluation through Translation Accuracy Challenge SetsNikita Moghe, Arnisa Fazla, Chantal Amrhein et al.our summary
23. Measuring Grammatical Diversity from Small Corpora: Derivational Entropy Rates, Mean Length of Utterances, and Annotation Invariance ↗Fermín Moscoso del Prado Martín
24. Natural Language Processing RELIES on Linguistics ↗Juri Opitz, Shira Wein, Nathan Schneider
25. Neural Semantic Parsing with Extremely Rich Symbolic Meaning Representations ↗Xiao Zhang, Gosse Bouma, Johan Bos
26. Opening a New Chapter for Computational Linguistics ↗Wei Lu
27. Problem Solving Through Human–AI Preference-based Cooperation ↗Subhabrata Dutta, Timo Kaufmann, Goran Glavaš et al.
28. Rethinking Data Use in Large Language Models ↗Sewon Min, Hannaneh Hajishirzi, Luke Zettlemoyer
29. Socially Aware Language Technologies: Perspectives and Practices ↗Diyi Yang, Dirk Hovy, David Jurgens et al.
30. Survey of Cultural Awareness in Language Models: Text and BeyondSiddhesh Pawar, Junyeong Park, Jiho Jin et al.our summary
31. The Emergence of Chunking Structures with Hierarchical RNN ↗Zijun Wu, Anup Anand Deshmukh, Yongkang Wu et al.
32. Tokenization Changes Meaning in Large Language Models: Evidence from Chinese ↗David A. Haslett
33. Tokenization as Finite-State Transduction ↗Marco Cognetta, Naoaki Okazaki
34. Train and Constrain: Phonologically Informed Tongue Twister Generation from Topics and Paraphrases ↗Tyler Loakman, Chen Tang, Chenghua Lin
35. UniASA: A Unified Generative Framework for Argument Structure Analysis ↗Jianzhu Bao, Mohan Jing, Kuicai Dong et al.
36. We Should Evaluate Real-World Impact ↗Ehud Reiter
37. eRST: A Signaled Graph Theory of Discourse Relations and OrganizationAmir Zeldes, Tatsuya Aoyama, Yang Janet Liu et al.our summary
38. 🧜Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models ↗Yue Zhang, Yafu Li, Leyang Cui et al.

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