📰 CoNLL 2025: all accepted papers

40 papers · the most cited first · ← CoNLL 2025

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

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