Papers
Text-Guided Multi-Scale Frequency Representation Adaptation
Weicai Yan, Xinhua Ma, Wang Lin et al.
Text-to-Distribution Prediction with Quantile Tokens and Neighbor Context
Yilun Zhu, Yuan Zhuang, Nikhita Vedula et al.
Textual Steering Vectors Can Improve Visual Understanding in Multimodal Large Language Models
Woody Haosheng Gan, Deqing Fu, Julian Asilis et al.
The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
Sheriff Issaka, Keyi Wang, Yinka Ajibola et al.
The Bidirectional Process Reward Model
Lingyin Zhang, Jun Gao, Xiaoxue Ren et al.
The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check
Qingyu Lu, Liang Ding, Kanjian Zhang et al.
The Confidence Dichotomy: Analyzing and Mitigating Miscalibration in Tool-Use Agents
Weihao Xuan, Qingcheng Zeng, Heli Qi et al.
The Confident Liar: Diagnosing Multi-Agent Debate with Log-Probabilities and LLM-as-Judge
Ali Keramati, Justin Cheok, Jacob Horne et al.
The Data Frontier for Large Language Models: Selection, Synthesis, and Tools
Lijun Wu, Wentao Zhang, Conghui He
The Digital Dunning-Kruger Effect: Decoupling Hallucinations via Geometric Hidden-state Observation for Semantic Truthfulness
Yueheng Mao, Min Yu, Gengwang Li et al.
The Dominance of Text Space: Unveiling the Asymmetric Nature of Cross-Modal Alignment in Large Language Models
Linqing Chen, Hanmeng Zhong, Wentao Wu et al.
The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis
Zihao Wei, Liang Pang, Jiahao Liu et al.
The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
Yilun Liu, Chunguang Zhao, Mengyao Piao et al.
The GDN-CC Dataset: Automatic Corpus Clarification for AI-enhanced Democratic Citizen Consultations
Pierre-Antoine Lequeu, Léo Labat, Laurène Cave et al.
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
Yan Wang, Yitao Xu, Nanhan Shen et al.
The Imperfective Paradox in Large Language Models
Bolei Ma, Yusuke Miyao
The Interplay between Metaphors and NLP
Joanne Boisson, Jose Camacho-Collados, Elisa Sanchez-Bayona et al.
The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models
Ying He, Sihang Jiang, Xingzhou Chen et al.
The olmOCR Project: Building Fully Open OCR using VLMs
Jake Poznanski, Kyle Lo, Luca Soldaini
Theory-optimal Quantization Based on Flatness
Xiusheng Huang, Zhe Li, Xuanwu Yin et al.
The Paradox of Outcome Optimization: A Causal Information-Theoretic Bound on Reasoning Shortcuts in LLMs
Zihan Chen, Yiming Zhang, Wenxiang Geng et al.
The Path Not Taken: Duality in Reasoning about Program Execution
Eshgin Hasanov, Md. Mahadi Hassan, Santu Karmaker et al.
The Personalization Trap: How User Memory Alters Emotional Reasoning in LLMs
Xi Fang, Weijie Xu, Yuchong Zhang et al.
The Pitfalls of KV Cache Compression
Alex Chen, Renato Geh, Aditya Grover et al.
The Prosody of Emojis
Giulio Zhou, Tsz Kin Lam, Alexandra Birch et al.