Papers
Social Story Frames: Contextual Reasoning about Narrative Intent and Reception
Joel Mire, Maria Antoniak, Steven R Wilson et al.
Where Paths Split: Localized, Calibrated Control of Moral Reasoning in Large Language Models
Chenchen Yuan, Zheyu Zhang, Gjergji Kasneci
Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective
Bishwamittra Ghosh, Soumi Das, Till Speicher et al.
Incomplete In-context Learning
Wenqiang Wang, Wen Yujia, Yan Xiao et al.
Who Plays Which Role When? Communication Role Dynamics for Peer Recognition and Team Performance Prediction
Yifan Song, Wenxuan Wendy Shi, Brian Bailey et al.
Anchoring the Affective Manifold: Learning Canonical and Disentangled Representations via Generative Cross-Modal Alignment
Weibin Li, Jintao Cheng, Xiaoyu Tang et al.
Sign-Language Datasets at Scale: A Comprehensive Survey on Resources, Benchmarks, and Annotation Standards
Yiming Ni, Zhi-Qi Cheng, Jiayu Li et al.
Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico with Large Language Models
Georg Ahnert, Anna-Carolina Haensch, Barbara Plank et al.
The Pitfalls of KV Cache Compression
Alex Chen, Renato Geh, Aditya Grover et al.
CIS-BWE: Chaos-Informed Speech Bandwidth Extension
Tarikul Islam Tamiti, Tonmoy Das, Nursadul Mamun et al.
Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
Binghai Wang, Yantao Liu, Yuxuan Liu et al.
Linear-Time and Constant-Memory Text Embeddings Based on Recurrent Language Models
Tobias Grantner, Emanuel Sallinger, Martin Flechl
Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian Languages
Mitodru Niyogi, Eric Gaussier, Arnab Bhattacharya
From log 𝜋 to 𝜋: Taming Divergence in Soft Clipping via Bilateral Decoupled Decay of Probability Gradient Weight
Xiaoliang Fu, Jiaye Lin, Yangyi Fang et al.
SafeMT: Multi-turn Safety for Multimodal Language Models
Han Zhu, Juntao Dai, Jiaming Ji et al.
Towards A Scanpath-Conditioned Surprisal Theory: Modeling Reader Information States
Michael Mooney, Edmond S. L. Ho
MASPO: Unifying Gradient Utilization, Probability Mass, and Signal Reliability for Robust and Sample-Efficient LLM Reasoning
Xiaoliang Fu, Jiaye Lin, Yangyi Fang et al.
Long-Context Reasoning Through Proxy-Based Chain-of-Thought Tuning
Miao Li, Irina Saparina, Alexander Gurung et al.
Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation
Klaudia Thellmann, Bernhard Stadler, Michael Färber et al.
Multimodal Safety Evaluation in Generative Agent Social Simulations
Alhim Adonai Vera Gonzalez, Carlos Hinojosa, Karen Sanchez et al.
Modeling Annotator Disagreement with Demographic-Aware Experts and Synthetic Perspectives
Yinuo Xu, Veronica Derricks, Allison Earl et al.
LASA: Language-Agnostic Semantic Alignment at the Semantic Bottleneck for LLM Safety
Junxiao Yang, Haoran Liu, Jinzhe Tu et al.
One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment
Hao Zong, Cong Hu Yuan, Chao Bei et al.
Temporal Precision Matters: Brain-Tuning Speech Language Models with Millisecond-Resolution Neural Signals
Zhejun Zhang, Wenqing Zhou, Haozhe Xu et al.