| 2026 | Discovering Lexical Gaps Using Embeddings from Multilingual LLMs. | Yoonwon Jung, Aaron S. Cohen, Ben Bergen |
| 2026 | When transformers learn "impossible" languages, what do they learn? | Ram Janarthan, Coleman Haley, Sharon Goldwater |
| 2026 | On the scaling relationship between cloze probabilities and language model next-token prediction. | Cassandra L. Jacobs, Morgan Grobol |
| 2026 | Syntactically-guided Information Maintenance in Sentence Comprehension. | Shinnosuke Isono, Kohei Kajikawa |
| 2026 | Collocational bootstrapping: A hypothesis about the learning of subject-verb agreement in humans and neural networks. | Claire Hobbs, R. Thomas McCoy |
| 2026 | Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise. | Keno Harada, Lui Yoshida, Takeshi Kojima, Yusuke Iwasawa, Yutaka Matsuo |
| 2026 | Measuring the Effects of Visual Salience in Human and AI Descriptions with Image Editing. | Nina Gregorio, Edoardo M. Ponti, Sharon Goldwater |
| 2026 | Revisiting Age of Acquisition in Curriculum Learning: Disentangling Lexical Features and Semantic Structure. | Ian Gifford, Aaron Shah, Catherine Chen, Taimaa Kassab Bachi, Eva Portelance |
| 2026 | Now They See It, Now They Don't: Multimodal Reward Models Exhibit Unreliability in Physical World Constraints. | Sadaf Ghaffari, Nikhil Krishnaswamy |
| 2026 | Could language models win the International Linguistics Olympiad? | Jamie Garnham, Ehsan Shareghi |
| 2026 | A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corpora. | Paul Van Eecke, Katrien Beuls |
| 2026 | Cognitively Inspired Developmental Trajectories Improve Explore-Exploit Dynamics in Neural Agent Emergent Communication. | Jan Dziewonski, Flor Miriam Plaza del Arco, Tessa Verhoef |
| 2026 | Linguistic Profiling of Transformer Embedding Geometry. | Lucia Domenichelli, Dominique Brunato, Felice Dell'Orletta |
| 2026 | Modeling Human Adversarial Strategy Adaptation in Multi-Turn Language Model Interactions. | Zijun Ding |
| 2026 | Differences in Typological Alignment in Language Models' Treatment of Differential Argument Marking. | Iskar Deng, Nathalia Xu, Shane Steinert-Threlkeld |
| 2026 | Evaluating Humanlike Memory Effects in Transformers Using Item Recognition Tasks. | Christian Clark, William Schuler |
| 2026 | Readers make targeted regressions to plausible errors in reanalysis of "noisy-channel garden-path" sentences. | Thomas Hikaru Clark, Roger P. Levy, Edward Gibson |
| 2026 | An Information-Theoretic Study of RLHF-Induced Uniformity in Large Language Model Outputs. | Nolan Chai, Tianqi Zhang, Alex Warstadt |
| 2026 | Child-directed speech facilitates production, not comprehension, in BabyLMs. | Bastian Bunzeck, Sina Zarrie |
| 2026 | From Dependency to CCG to Incremental CCG: Approaches to Flexible Word Order in Turkish. | zge Bakay, Oguz Kerem Yildiz, Rajesh Bhatt, Brian Dillon, Olcay Taner Yildiz |
| 2026 | Presupposition and Reasoning in Conditionals: A Theory-Based Study of Humans and LLMs. | Tara Azin, Yongan Yu, Raj Singh, Olessia Jouravlev |
| 2026 | Uncovering Autoregressive LLM Knowledge of Thematic Fit in Event Representation. | Safeyah Khaled Alshemali, Daniel Bauer, Yuval Marton |
| 2026 | Bridging Linguistic Structure and Mechanistic Interpretability for Conceptual Interpretation in Language Models. | Nura Aljaafari, Danilo S. Carvalho, Andr Freitas |
| 2023 | Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT? | Jin Zhao, Nianwen Xue, Bonan Min |
| 2023 | On the Effects of Structural Modeling for Neural Semantic Parsing. | Xiang Zhang, Shizhu He, Kang Liu, Jun Zhao |