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CoNLL 2025 — accepted papers

CoNLL 2025 is the 2025 edition of the Conference on Computational Natural Language Learning (CoNLL), held in Vienna, Austria, July 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 40 papers of it; our library holds 2 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

📍 Vienna, Austria · 🗓 July 2025

 40papers in the proceedings 2works in our library 7citations of these works

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

  1. Human-likeness of LLMs in the Mental Lexicon ↗Bei Xiao, Xufeng Duan, David A. Haslett et al.4 citations
  2. Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ↗Bowen Wu, Wenqing Wang, Haoran Li et al.4 citations
  3. Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting ↗Matteo Radaelli, Emmanuele Chersoni, Alessandro Lenci et al.3 citations
  4. BabyLM's First Words: Word Segmentation as a Phonological Probing Task ↗Zébulon Goriely, Paula Buttery2 citations
  5. Do large language models solve verbal analogies like children do? ↗Tamar Johnson, Mathilde ter Veen, Rochelle Choenni et al.2 citations
  6. A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ↗Anna Temerko, Marcos Garcia, Pablo Gamallo1 citation
  7. A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ↗Ahatsham Hayat, Helen Martinez, Bilal Khan et al.1 citation
  8. Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ↗Siqi Shen, Amanmeet Garg1 citation
  9. Dynamic Epistemic Friction in Dialogue ↗Timothy Obiso, Kenneth Lai, Abhijnan Nath et al.1 citation
  10. Evidence of Generative Syntax in Large Language Models ↗Mary Katie Kennedy1 citation

All accepted papers (40)

The most cited first; 2 with our summary link to their page here, the others to the original.

  1. Human-likeness of LLMs in the Mental Lexicon ↗Bei Xiao, Xufeng Duan, David A. Haslett et al.4 citations
  2. Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ↗Bowen Wu, Wenqing Wang, Haoran Li et al.4 citations
  3. Compositionality and Event Retrieval in Complement Coercion: A Study of Language Models in a Low-resource Setting ↗Matteo Radaelli, Emmanuele Chersoni, Alessandro Lenci et al.3 citations
  4. BabyLM's First Words: Word Segmentation as a Phonological Probing Task ↗Zébulon Goriely, Paula Buttery2 citations
  5. Do large language models solve verbal analogies like children do? ↗Tamar Johnson, Mathilde ter Veen, Rochelle Choenni et al.2 citations
  6. A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ↗Anna Temerko, Marcos Garcia, Pablo Gamallo1 citation
  7. A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ↗Ahatsham Hayat, Helen Martinez, Bilal Khan et al.1 citation
  8. Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ↗Siqi Shen, Amanmeet Garg1 citation
  9. Dynamic Epistemic Friction in Dialogue ↗Timothy Obiso, Kenneth Lai, Abhijnan Nath et al.1 citation
  10. Evidence of Generative Syntax in Large Language Models ↗Mary Katie Kennedy1 citation
  11. Experiential Semantic Information and Brain Alignment: Are Multimodal Models Better than Language Models? ↗Anna Bavaresco, Raquel Fernández1 citation
  12. Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ↗Leon Eshuijs, Shihan Wang, Antske Fokkens1 citation
  13. Timestep Embeddings Trigger Collapse in Diffusion Text Generation ↗Ryota Nosaka, Takuya Matsuzaki1 citation
  14. Vorm: Translations and a constrained hypothesis space support unsupervised morphological segmentation across languages ↗Barend Beekhuizen1 citation
  15. WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ↗Ine Gevers, Victor De Marez, Luna De Bruyne et al.1 citation
  16. A Linguistically Motivated Analysis of Intonational Phrasing in Text-to-Speech Systems: Revealing Gaps in Syntactic Sensitivity ↗Charlotte Pouw, Afra Alishahi, Willem Zuidema
  17. Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ↗Neha Prakriya, Jui-Nan Yen, Cho-Jui Hsieh et al.
  18. An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora ↗Alok Debnath, Yvette Graham, Owen Conlan
  19. Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ↗Zahra Delbari, Mohammad Taher Pilehvar
  20. Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation ApproachNahed Abdelgaber, Labiba Jahan, Arham Vinit Doshi et al.our summary
  21. Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency ↗Sina Zarrieß, Simeon Junker, Judith Sieker et al.
  22. Construction Identification and Disambiguation Using BERT: A Case Study of NPN ↗Wesley Scivetti, Nathan Schneider
  23. DLU: Dictionary Look-Up Data and Prediction ↗David Strohmaier, Gladys Tyen, Hongyi Gu et al.
  24. Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models ↗Taiga Someya, Ryo Yoshida, Hitomi Yanaka et al.
  25. Do Construction Distributions Shape Formal Language Learning In German BabyLMs? ↗Bastian Bunzeck, Daniel Duran, Sina Zarrieß

See all 40 papers in CoNLL 2025 — accepted papers →

 Papers with our summary in our library (2)

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

  1. IPA CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language ModelingConference on Computational Natural Language Learning (CoNLL)Zébulon Goriely, Paula Buttery2025 · 6 citations
  2. Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation ApproachConference on Computational Natural Language Learning (CoNLL)Nahed Abdelgaber, Labiba Jahan, Arham Vinit Doshi, et al.2025 · 1 citation

 Top topics

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

Language models & pretraining (1)Multilingual & cross-lingual NLP (1)

 Fields

Arts and Humanities (2)Computer Science (1)Social Sciences (1)

 Top authors

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

🧑‍🔬Paula Buttery1 work here · 6 citations

 Top institutions

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

🎓Southern Methodist UniversityDallas · United States1 work here🎓The University of Texas at ArlingtonArlington · United States1 work here🎓University of CambridgeCambridge · United Kingdom1 work here🎓University of Maryland, College ParkCollege Park · United States1 work here🎓The University of Texas at AustinAustin · United States1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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