---
title: "CoNLL 2025 — all accepted papers with summaries and citations"
description: "All 40 papers of CoNLL 2025, the most cited first; those with our summary link to it. Among them: Human-likeness of LLMs in the Mental…"
canonical: "https://research.elamur.ai/free/en/venues/conll/2025/papers/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/conll/2025/papers/)

[home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [CoNLL](https://md.research.elamur.ai/free/en/venues/conll/) / [2025](https://md.research.elamur.ai/free/en/venues/conll/2025/) / papers

# CoNLL 2025: all accepted papers

40 papers · the most cited first · [← CoNLL 2025](https://md.research.elamur.ai/free/en/venues/conll/2025/)

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
26. **[From Stories to Statistics: Methodological Biases in LLM-Based Narrative Flow Quantification ↗](https://aclanthology.org/2025.conll-1.14/)**Amal Sunny, Advay Gupta, Yashashree Chandak et al.
27. **[GCG-Based Artificial Languages for Evaluating Inductive Biases of Neural Language Models ↗](https://aclanthology.org/2025.conll-1.35/)**Nadine El-Naggar, Tatsuki Kuribayashi, Ted Briscoe
28. **[HKCanto-Eval: A Benchmark for Evaluating Cantonese Language Understanding and Cultural Comprehension in LLMs ↗](https://aclanthology.org/2025.conll-1.1/)**Tsz Chung Cheng, Chung Shing Cheng, Chaak-ming Lau et al.
29. **[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/)**Zébulon Goriely, Paula Buttery*our summary*
30. **[Investigating Psychometric Predictive Power of Syntactic Attention ↗](https://aclanthology.org/2025.conll-1.27/)**Ryo Yoshida, Yushi Sugimoto, Yohei Oseki
31. **[Is Incremental Structure Prediction Process Universal across Languages?: Revisiting Parsing Strategy through Speculation ↗](https://aclanthology.org/2025.conll-1.29/)**Taiga Ishii, Yusuke Miyao
32. **[LawToken: a single token worth more than its constituents ↗](https://aclanthology.org/2025.conll-1.3/)**Yu-Hsiang Tseng, Hsin-Yu Chou, Shu-Kai Hsieh
33. **[Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants ↗](https://aclanthology.org/2025.conll-1.30/)**Jaione Bengoetxea, Itziar Gonzalez-Dios, Rodrigo Agerri
34. **[Planning for Success: Exploring LLM Long-term Planning Capabilities in Table Understanding ↗](https://aclanthology.org/2025.conll-1.6/)**Thi-Nhung Nguyen, Hoang Ngo, Dinh Phung et al.
35. **[Polarity inversion operators in PLM ↗](https://aclanthology.org/2025.conll-1.20/)**David Kletz, Pascal Amsili, Marie Candito
36. **[Principal Parts Detection for Computational Morphology: Task, Models and Benchmark ↗](https://aclanthology.org/2025.conll-1.17/)**Dorin Keshales, Omer Goldman, Reut Tsarfaty
37. **[Quasi-symbolic Semantic Geometry over Transformer-based Variational AutoEncoder ↗](https://aclanthology.org/2025.conll-1.2/)**Yingji Zhang, Danilo Carvalho, Andre Freitas
38. **[Spatial relation marking across languages: extraction, evaluation, analysis ↗](https://aclanthology.org/2025.conll-1.37/)**Barend Beekhuizen
39. **[What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT ↗](https://aclanthology.org/2025.conll-1.19/)**Sydelle de Souza, Ivan Vegner, Francis Mollica et al.
40. **[What is an “Abstract Reasoner”? Revisiting Experiments and Arguments about Large Language Models ↗](https://aclanthology.org/2025.conll-1.11/)**Tian Yun, Chen Sun, Ellie Pavlick
- [← back to](https://md.research.elamur.ai/free/en/venues/conll/2025/) — CoNLL 2025