Papers
Simulated Students in Tutoring Dialogues: Substance or Illusion?
Alexander Scarlatos, Jaewook Lee, Simon Woodhead et al.
Constructing Interpretable Features from Compositional Neuron Groups
Or David Shafran, Atticus Geiger, Mor Geva
PRBench: Large-Scale Expert Rubrics for Evaluating High-Stakes Professional Reasoning
Afra Feyza Akyürek, Advait Gosai, Chen Bo Calvin Zhang et al.
Evaluating Language Model Pluralism through In-the-wild Crowd Discussions
Gagan Mundada, Rohan Surana, Nandhini Swaminathan et al.
Can Large Language Models Keep Up? Benchmarking Online Adaptation to Continual Knowledge Streams
Jiyeon Kim, Hyunji Lee, Dylan Zhou et al.
A BERTology View of LLM Orchestrations: Token- and Layer-Selective Probes for Efficient Single-Pass Classification
Gonzalo Ariel Meyoyan, Luciano Del Corro
AV-Dialog: Spoken Dialogue Models with Audio-Visual Input
Tuochao Chen, Bandhav Veluri, Hongyu Gong et al.
PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation
Lorenzo Proietti, Roman Grundkiewicz, Matt Post
Paper Circle: An Open-source Multi-agent Research Discovery and Analysis Framework
Komal Kumar, Aman Chadha, Salman Khan et al.
From Proof to Program: Characterizing Tool-Induced Reasoning Hallucinations in Large Language Models
Farima Fatahi Bayat, Pouya Pezeshkpour, Estevam Hruschka
Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
Yuming Yang, Mingyoung Lai, Wanxu Zhao et al.
A Survey of Reasoning-Intensive Retrieval: Progress and Challenges
Yiyang Wei, Tingyu Song, Siyue Zhang et al.
VeriTaS: The First Dynamic Benchmark for Multimodal Automated Fact-Checking
Mark Rothermel, Marcus Kornmann, Marcus Rohrbach et al.
Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration
HyoJung Han, Nishant Balepur, Jordan Lee Boyd-Graber et al.
Success and Cost Elicit Convention Formation for Efficient Communication
Saujas Vaduguru, Yilun Hua, Yoav Artzi et al.
RealChart2Code: Bridging the Gap in Real-World Chart-to-Code Generation via Multi-Task Evaluation
Jiajun Zhang, Yuying Li, Zhixun Li et al.
From Nodes to Narratives: Explaining Graph Neural Networks with LLMs and Graph Context
Peyman Baghershahi, Gregoire Fournier, Pranav Nyati et al.
Wait! There’s a Way Out: A Decision Mechanism for Forecasting Conversational Derailment
Laerdon Kim, Vivian Nguyen, Cristian Danescu-Niculescu-Mizil
LLM4Cell: Taxonomy and Evaluation of LLM and Agentic Models for Single-Cell Biology
Sajib Acharjee Dip, Adrika Zafor, Bikash Kumar Paul et al.
Mechanisms of Prompt-Induced Hallucination in Vision–Language Models
William Rudman, Michal Golovanevsky, Dana Arad et al.
Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition
Girish, Mohd Mujtaba Akhtar, Muskaan Singh
On the Effect of Hyperparameters in Language Modeling for Computational Linguistics
Ruoxi Ning, Yongpeng Zhu, Qingcheng Zeng et al.
TagSpeech: End-to-End Multi-Speaker ASR and Diarization with Fine-Grained Temporal Grounding
Mingyue Huo, Yiwen Shao, Yuheng Zhang
Failure Modes in Multi-Hop QA: The Weakest Link Effect and the Recognition Bottleneck
Meiru Zhang, Zaiqiao Meng, Nigel Collier
When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing
Anwar Alajmi, Gabriele Pergola