📰 Computational Linguistics 2025 — papers

The works of Computational Linguistics published in 2025 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 (38)

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

1. A Novel Methodology for Enhancing Cross-language and Domain Adaptability in Temporal Expression NormalizationAlejandro 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 ScoringAnaïs Tack
4. Automatic Language Identification in TextsTom Lippincott
5. BLiMP-NL: A Corpus of Dutch Minimal Pairs and Acceptability Judgments for Language Model EvaluationMichelle Suijkerbuijk, Zoë Prins, Marianne de Heer Kloots et al.
6. Compositionality and Sentence Meaning: Comparing Semantic Parsing and Transformers on a Challenging Sentence Similarity DatasetJames 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 ProcessingMaged S. Al-Shaibani, Irfan Ahmad
9. Eliciting and Improving the Causal Reasoning Abilities of Large Language Models with Conditional StatementsXiao Liu, Da Yin, Chen Zhang et al.
10. Evaluating Synthetic Data Generation from User Generated TextJenny Chim, Julia Ive, Maria Liakata
11. Exploiting Contextual Embeddings in Hierarchical Topic Modeling and Investigating the Limits of the Current Evaluation MetricsFelipe Viegas, Antonio Pereira, Washington Cunha et al.
12. Graded Suspiciousness of Adversarial Texts to HumansShakila Mahjabin Tonni, Pedro Faustini, Mark Dras
13. IDT: Dual-Task Adversarial Rewriting for Attribute AnonymizationPedro Faustini, Shakila Mahjabin Tonni, Annabelle McIver et al.
14. Investigating Idiomaticity in Word RepresentationsWei He, Tiago Kramer Vieira, Marcos Garcia et al.
15. Kallini et al. (2024) Do Not Compare Impossible Languages with Constituency-based OnesTim Hunter
16. LGDE: Local Graph-based Dictionary ExpansionJuni 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 AssessmentJingyao Zheng, Xian Wang, Simo Hosio et al.
19. Language Models and Externalism: A Reply to Mandelkern and LinzenGary Ostertag
20. Large Language Models Are Biased Because They Are Large Language ModelsPhilip Resnik
21. MUCking In, or Fifty Years in Information ExtractionRalph 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 InvarianceFermín Moscoso del Prado Martín
24. Natural Language Processing RELIES on LinguisticsJuri Opitz, Shira Wein, Nathan Schneider
25. Neural Semantic Parsing with Extremely Rich Symbolic Meaning RepresentationsXiao Zhang, Gosse Bouma, Johan Bos

See all 38 papers in Computational Linguistics 2025 — papers →

📄 Works with our summary in our library (6)

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

1. A Survey on LLM-Generated Text Detection: Necessity, Methods, and Future DirectionsComputational LinguisticsJunchao Wu, Shu Yang, Runzhe Zhan, et al.2025 · 276 citations
2. LLM-based NLG Evaluation: Current Status and ChallengesComputational LinguisticsMingqi Gao, Xinyu Hu, Xunjian Yin, et al.2025 · 152 citations
3. Survey of Cultural Awareness in Language Models: Text and BeyondComputational LinguisticsSiddhesh Pawar, Junyeong Park, Jiho Jin, et al.2025 · 104 citations
4. eRST: A Signaled Graph Theory of Discourse Relations and OrganizationAmir Zeldes, Tatsuya Aoyama, Yang Janet Liu, et al.2025 · 31 citations
5. Machine Translation Meta Evaluation through Translation Accuracy Challenge SetsComputational LinguisticsNikita Moghe, Arnisa Fazla, Chantal Amrhein, et al.2025 · 28 citations
6. DiBiMT: A Gold Evaluation Benchmark for Studying Lexical Ambiguity in Machine TranslationComputational LinguisticsFederico Martelli, Stefano Perrella, Niccolò Campolungo, et al.2025 · 11 citations

🧭 Top topics

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

📏Evaluation & benchmarks (3)🔁Machine translation (2)🧵Discourse analysis (1)🔀Word sense disambiguation (1)🧠Language models & pretraining (1)✍️Text generation (1)English (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (6)🤝Social Sciences (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.

🎓Peking UniversityBeijing · China2 works here🎓Leiden UniversityLeiden · Netherlands1 work here🎓University of CopenhagenCopenhagen · Denmark1 work here🏢MicrosoftRedmond · United States1 work here🎓Åbo Akademi UniversityTurku · Finland1 work here🎓University of LjubljanaLjubljana · Slovenia1 work here🎓Korea Advanced Institute of Science and TechnologyDaejeon · South Korea1 work here🎓Georgetown UniversityWashington · United States1 work here🎓University of ZurichZurich · Switzerland1 work here🎓University of MacauMacao · China1 work here🏛️Bulgarian Academy of SciencesSofia · Bulgaria1 work here🎓Indiana University BloomingtonBloomington · United States1 work here

works and citations from OpenAlex and our library.

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