Papers
Bridging Linguistic Structure and Mechanistic Interpretability for Conceptual Interpretation in Language Models
Nura Aljaafari, Danilo Carvalho, Andre Freitas
An Information-Theoretic Study of RLHF-Induced Uniformity in Large Language Model Outputs
Nolan Chai, Tianqi Zhang, Alex Warstadt
What Exactly do Children Receive in Language Acquisition? A Case Study on CHILDES with Automated Detection of Filler-Gap Dependencies
Zhenghao Zhou, William Dai, Maya Viswanathan et al.
Logic-Level Evaluation of Logical Table-to-Text Generation
Lena Trigg, Dean F. Hougen, Ahsan Bilal
Revisiting Age of Acquisition in Curriculum Learning: Disentangling Lexical Features and Semantic Structure
Ian Gifford, Aaron Shah, Catherine Chen et al.
Discovering Lexical Gaps Using Embeddings from Multilingual LLMs
Yoonwon Jung, Aaron S. Cohen, Ben Bergen
Mechanistic Interpretability of Animacy Effects on Structure Choice in GPT-2
Yue Li, Yan Cong, Elaine J. Francis
Examining Large Language Models’ form-meaning mappings of information structure constructions in Mandarin Chinese
Shihui Li, Xiaojuan Tan, Jelke Bloem
From Dependency to CCG to Incremental CCG: Approaches to Flexible Word Order in Turkish
Özge Bakay, Oğuz Kerem Yıldız, Rajesh Bhatt et al.
A Dataset for Oral Reading in Young English Readers
Madison Rose, Michael Bennie, Valeria Pagliai et al.
A framework for analyzing concept representations in neural models
Burin Naowarat, Hao Tang, Sharon Goldwater
RECAP: Resistance Capture in Text-based Mental Health Counseling with Large Language Models
Anqi Li, Yuqian Chen, Yu Lu et al.
On the scaling relationship between cloze probabilities and language model next-token prediction
Cassandra L Jacobs, Morgan Grobol
Capturing Classic Authorial Style in Long-Form Story Generation with GRPO Fine-Tuning
Jinlong Liu, Mark G. Lee, Mohammed Bahja et al.
Event-Guided Slot Interaction for Multi-Domain Dialogue State Tracking
Ying Xia, Wei Liu
From Sparse to Sense-Grounded: Wikipedia Training for Ukrainian Visual-WSD
Yurii Laba, Rostyslav O. Hryniv
Could language models win the International Linguistics Olympiad?
Jamie Garnham, Ehsan Shareghi
ThinkStruct: RST-Aware Attention for Logical Reasoning in Machine Reading Comprehension
Nhi Thao Tran, Tien Le, Toan Pham et al.
Presupposition and Reasoning in Conditionals: A Theory-Based Study of Humans and LLMs
Tara Azin, Yongan Yu, Raj Singh et al.
Readers make targeted regressions to plausible errors in reanalysis of “noisy-channel garden-path” sentences
Thomas Hikaru Clark, Roger P. Levy, Edward Gibson
When transformers learn “impossible” languages, what do they learn?
Ram Janarthan, Coleman Haley, Sharon Goldwater
CAIT: A Syntactic Parsing Toolkit for Child–Adult InTeractions
Francesca Padovani, Xiulin Yang, Bastian Bunzeck et al.
Who Generates More Empathetic Responses—Humans or LLMs? A Comparative Evaluation with Human and LLM Judges
Anuradha Welivita, Fawzia Zeitoun, Pearl Pu
Now They See It, Now They Don’t: Multimodal Reward Models Exhibit Unreliability in Physical World Constraints
Sadaf Ghaffari, Nikhil Krishnaswamy