Papers
15,874 papers found
SpecDetect: Simple, Fast, and Training-Free Detection of LLM-Generated Text via Spectral Analysis
Haitong Luo, Weiyao Zhang, Suhang Wang et al.
Confidence Estimation for Text-to-SQL in Large Language Models
Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei
Textual Self-Attention Network: Test-Time Preference Optimization Through Textual Gradient-Based Attention
Shibing Mo, Haoyang Ruan, Kai Wu et al.
Hallucinate Less by Thinking More: Aspect-Based Causal Abstention for Large Language Models
Vy Nguyen, Ziqi Xu, Jeffrey Chan et al.
Exposing the Cracks: Vulnerabilities of Retrieval-Augmented LLM-based Machine Translation
Yanming Sun, Runzhe Zhan, Chi Seng Cheang et al.
CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning
Zechen Sun, Zecheng Tang, Juntao Li et al.
Improving Value-based Process Verifier via Low-Cost Variance Reduction
Zetian Sun, Dongfang Li, Baotian Hu et al.
Incoherence as Oracle-less Measure of Error in LLM-Based Code Generation
Thomas Jean-Michel Valentin, Ardi Madadi, Gaetano Sapia et al.
Speech Recognition Model Improves Text-to-Speech Synthesis Using Fine-Grained Reward
Guansu Wang, Peijie Sun
Eliciting Chain-of-Thought in Base LLMs via Gradient-Based Representation Optimization
Zijian Wang, Yanxiang Ma, Chang Xu
AutoLink: Autonomous Schema Exploration and Expansion for Scalable Schema Linking in Text-to-SQL at Scale
Ziyang Wang, Yuanlei Zheng, Zhenbiao Cao et al.
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
Zihui Wu, Haichang Gao, Ping Wang et al.
MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
Zhiheng Xi, Yuhui Wang, Yiwen Ding et al.
Test-time Prompt Intervention
Chenxu Yang, Qingyi Si, Mz Dai et al.
HeartLLM: Discretized ECG Tokenization for LLM-Based Diagnostic Reasoning
Jinning Yang, Wenjie Sun, Wen Shi
MoLoRA: Boosting LLM-based End-to-end Speech Translation with Mixture of Low-rank Experts
Hao Zhang, Yaqi Chen, Nianwen Si et al.
Token-Context Attention for NLI: An Alternative to Self-Attention
Xin Zhang, Victor S. Sheng
Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models
Jinman Zhao, Erxue Min, Hui Wu et al.
Navigating Through Paper Flood: Advancing LLM-Based Paper Evaluation Through Domain-Aware Retrieval and Latent Reasoning
Wuqiang Zheng, Yiyan Xu, Xinyu Lin et al.
IndexTTS2: A Breakthrough in Emotionally Expressive and Duration-Controlled Auto-Regressive Zero-Shot Text-to-Speech
Siyi Zhou, Yiquan Zhou, Yi He et al.
ResMAS: Resilience Optimization in LLM-based Multi-agent Systems
Zhilun Zhou, Zihan Liu, Jiahe Liu et al.
Ellipsoid-Based Decision Boundaries for Open Intent Classification
Yuetian Zou, Hanlei Zhang, Hua Xu et al.
MOBA: A Material-Oriented Backdoor Attack Against LiDAR-Based 3D Object Detection Systems
Saket Sanjeev Chaturvedi, Gaurav Bagwe, Lan Emily Zhang et al.
Reference Recommendation Based Membership Inference Attack Against Hybrid-Based Recommender Systems
Xiaoxiao Chi, Xuyun Zhang, Yan Wang et al.