---
title: "CoNLL 2025 — accepted papers — Elamur Research"
description: "CoNLL 2025 — accepted papers: 2 papers in the Elamur Research library (Vienna, Austria), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/conll/2025/"
---
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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](https://md.research.elamur.ai/free/en/countries/austria/) · 🗓 July 2025

[**40** papers in the proceedings](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/conll/2025/#works) · [**7** citations of these works](https://md.research.elamur.ai/free/en/venues/conll/2025/#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 ↗](https://aclanthology.org/2025.conll-1.38/)**Bei Xiao, Xufeng Duan, David A. Haslett et al.*4 citations*
2. **[Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ↗](https://aclanthology.org/2025.conll-1.4/)**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 ↗](https://aclanthology.org/2025.conll-1.31/)**Matteo Radaelli, Emmanuele Chersoni, Alessandro Lenci et al.*3 citations*
4. **[BabyLM's First Words: Word Segmentation as a Phonological Probing Task ↗](https://aclanthology.org/2025.conll-1.34/)**Zébulon Goriely, Paula Buttery*2 citations*
5. **[Do large language models solve verbal analogies like children do? ↗](https://aclanthology.org/2025.conll-1.40/)**Tamar Johnson, Mathilde ter Veen, Rochelle Choenni et al.*2 citations*
6. **[A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ↗](https://aclanthology.org/2025.conll-1.28/)**Anna Temerko, Marcos Garcia, Pablo Gamallo*1 citation*
7. **[A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ↗](https://aclanthology.org/2025.conll-1.22/)**Ahatsham Hayat, Helen Martinez, Bilal Khan et al.*1 citation*
8. **[Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ↗](https://aclanthology.org/2025.conll-1.13/)**Siqi Shen, Amanmeet Garg*1 citation*
9. **[Dynamic Epistemic Friction in Dialogue ↗](https://aclanthology.org/2025.conll-1.21/)**Timothy Obiso, Kenneth Lai, Abhijnan Nath et al.*1 citation*
10. **[Evidence of Generative Syntax in Large Language Models ↗](https://aclanthology.org/2025.conll-1.25/)**Mary Katie Kennedy*1 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 ↗](https://aclanthology.org/2025.conll-1.38/)**Bei Xiao, Xufeng Duan, David A. Haslett et al.*4 citations*
2. **[Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History ↗](https://aclanthology.org/2025.conll-1.4/)**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 ↗](https://aclanthology.org/2025.conll-1.31/)**Matteo Radaelli, Emmanuele Chersoni, Alessandro Lenci et al.*3 citations*
4. **[BabyLM's First Words: Word Segmentation as a Phonological Probing Task ↗](https://aclanthology.org/2025.conll-1.34/)**Zébulon Goriely, Paula Buttery*2 citations*
5. **[Do large language models solve verbal analogies like children do? ↗](https://aclanthology.org/2025.conll-1.40/)**Tamar Johnson, Mathilde ter Veen, Rochelle Choenni et al.*2 citations*
6. **[A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models ↗](https://aclanthology.org/2025.conll-1.28/)**Anna Temerko, Marcos Garcia, Pablo Gamallo*1 citation*
7. **[A Three-Tier LLM Framework for Forecasting Student Engagement from Qualitative Longitudinal Data ↗](https://aclanthology.org/2025.conll-1.22/)**Ahatsham Hayat, Helen Martinez, Bilal Khan et al.*1 citation*
8. **[Adapting Large Language Models for Movie Domain with Narrative Understanding Tasks ↗](https://aclanthology.org/2025.conll-1.13/)**Siqi Shen, Amanmeet Garg*1 citation*
9. **[Dynamic Epistemic Friction in Dialogue ↗](https://aclanthology.org/2025.conll-1.21/)**Timothy Obiso, Kenneth Lai, Abhijnan Nath et al.*1 citation*
10. **[Evidence of Generative Syntax in Large Language Models ↗](https://aclanthology.org/2025.conll-1.25/)**Mary Katie Kennedy*1 citation*
11. **[Experiential Semantic Information and Brain Alignment: Are Multimodal Models Better than Language Models? ↗](https://aclanthology.org/2025.conll-1.10/)**Anna Bavaresco, Raquel Fernández*1 citation*
12. **[Short-circuiting Shortcuts: Mechanistic Investigation of Shortcuts in Text Classification ↗](https://aclanthology.org/2025.conll-1.8/)**Leon Eshuijs, Shihan Wang, Antske Fokkens*1 citation*
13. **[Timestep Embeddings Trigger Collapse in Diffusion Text Generation ↗](https://aclanthology.org/2025.conll-1.26/)**Ryota Nosaka, Takuya Matsuzaki*1 citation*
14. **[Vorm: Translations and a constrained hypothesis space support unsupervised morphological segmentation across languages ↗](https://aclanthology.org/2025.conll-1.39/)**Barend Beekhuizen*1 citation*
15. **[WinoWhat: A Parallel Corpus of Paraphrased WinoGrande Sentences with Common Sense Categorization ↗](https://aclanthology.org/2025.conll-1.5/)**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 ↗](https://aclanthology.org/2025.conll-1.9/)**Charlotte Pouw, Afra Alishahi, Willem Zuidema
17. **[Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review ↗](https://aclanthology.org/2025.conll-1.18/)**Neha Prakriya, Jui-Nan Yen, Cho-Jui Hsieh et al.
18. **[An Appraisal Theoretic Approach to Modelling Affect Flow in Conversation Corpora ↗](https://aclanthology.org/2025.conll-1.16/)**Alok Debnath, Yvette Graham, Owen Conlan
19. **[Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ↗](https://aclanthology.org/2025.conll-1.36/)**Zahra Delbari, Mohammad Taher Pilehvar
20. **[Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach](https://md.research.elamur.ai/free/en/papers/abdelgaber-2025-bridging-socioeconomic-gap-education-hybrid/)**Nahed 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 ↗](https://aclanthology.org/2025.conll-1.15/)**Sina Zarrieß, Simeon Junker, Judith Sieker et al.
22. **[Construction Identification and Disambiguation Using BERT: A Case Study of NPN ↗](https://aclanthology.org/2025.conll-1.24/)**Wesley Scivetti, Nathan Schneider
23. **[DLU: Dictionary Look-Up Data and Prediction ↗](https://aclanthology.org/2025.conll-1.32/)**David Strohmaier, Gladys Tyen, Hongyi Gu et al.
24. **[Derivational Probing: Unveiling the Layer-wise Derivation of Syntactic Structures in Neural Language Models ↗](https://aclanthology.org/2025.conll-1.7/)**Taiga Someya, Ryo Yoshida, Hitomi Yanaka et al.
25. **[Do Construction Distributions Shape Formal Language Learning In German BabyLMs? ↗](https://aclanthology.org/2025.conll-1.12/)**Bastian Bunzeck, Daniel Duran, Sina Zarrieß

[See all 40 papers in CoNLL 2025 — accepted papers →](https://md.research.elamur.ai/free/en/venues/conll/2025/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 Modeling](https://md.research.elamur.ai/free/en/papers/goriely-2025-ipa-childes-g2p-feature-rich/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Zébulon Goriely, Paula Buttery*2025 · 6 citations*
2. **[Bridging the Socioeconomic Gap in Education: A Hybrid AI and Human Annotation Approach](https://md.research.elamur.ai/free/en/papers/abdelgaber-2025-bridging-socioeconomic-gap-education-hybrid/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/)

## Fields

[Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Social Sciences (1)](https://md.research.elamur.ai/free/en/shelves/social-sciences/)

## Top authors

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

[🧑‍🔬**Paula Buttery**1 work here · 6 citations](https://md.research.elamur.ai/free/en/authors/paula-buttery/)

## Top institutions

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

[🎓**Southern Methodist University** Dallas · United States 1 work here](https://md.research.elamur.ai/free/en/universities/southern-methodist-university/) · [🎓**The University of Texas at Arlington** Arlington · United States 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-arlington/) · [🎓**University of Cambridge** Cambridge · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🎓**University of Maryland, College Park** College Park · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-maryland-college-park/) · [🎓**The University of Texas at Austin** Austin · United States 1 work here](https://md.research.elamur.ai/free/en/universities/the-university-of-texas-at-austin/)

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

- [← previous CoNLL 2024](https://md.research.elamur.ai/free/en/venues/conll/2024/)
- [next → CoNLL 2026](https://md.research.elamur.ai/free/en/venues/conll/2026/)
- [↑ back to CoNLL](https://md.research.elamur.ai/free/en/venues/conll/)