Hongyin Luo
- Addition is All You Need for Energy-efficient Language Models
2024/10/01 by Hongyin Luo, Sun We, Luo, Hongyin +2 · 12 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL
- DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language Models
2023/09/07 by Yung-Sung Chuang, Yujia Xie, Chuang, Yung-Sung +9 · 3 voices · 81 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
- Listen, Think, and Understand
2023/05/18 by Yuan Gong, Hongyin Luo, Gong, Yuan +7 · 42 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding
2024/03/01 by Zhaorun Chen, Chen, Zhaorun, Zhuokai Zhao +9 · 35 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Anomaly Detection Techniques and Applications #Fractal and DNA sequence analysis
- RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation
2024/03/31 by Chi-Min Chan, Chan, Chi-Min, Chunpu Xu +11 · 31 citations
Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Information Retrieval and Search Behavior
- SAIL: Search-Augmented Instruction Learning
2023/05/24 by Hongyin Luo, Luo, Hongyin, Yung-Sung Chuang +15 · 1 voice · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Decoding on Graphs: Faithful and Sound Reasoning on Knowledge Graphs through Generation of Well-Formed Chains
2024/10/24 by Kun Li, Tianhua Zhang, Li, Kun +9 · 1 voice · 5 citations
Computer Science · #Logic, Reasoning, and Knowledge #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies #cs.CL
- DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
2022/04/21 by Yung-Sung Chuang, Chuang, Yung-Sung, Rumen Dangovski +17 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- THREAD: Thinking Deeper with Recursive Spawning
2024/05/27 by Philip Schroeder, Schroeder, Philip, N. Morgan +5 · 6 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers
2024/06/16 by Tianhua Zhang, Zhang, Tianhua, Kun Li +9 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- Logic Against Bias: Textual Entailment Mitigates Stereotypical Sentence Reasoning
2023/03/10 by Hongyin Luo, Luo, Hongyin, James Glass +1 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Generate, Discriminate, Evolve: Enhancing Context Faithfulness via Fine-Grained Sentence-Level Self-Evolution
2025/03/03 by Ke Li, Tianhua Zhang, Li, Kun +13 · 3 citations
Social Sciences · #Socioeconomic Development in MENA
- Chain of Thought Prompt Tuning in Vision Language Models
2023/04/16 by Jiaxin Ge, Ge, Jiaxin, Hongyin Luo +9 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Beyond Context Limits: Subconscious Threads for Long-Horizon Reasoning
2025/07/22 by Hongyin Luo, N. Morgan, Luo, Hongyin +16 · 2 citations
Computer Science · #Constraint Satisfaction and Optimization #Topic Modeling #Parallel Computing and Optimization Techniques