Huang, Xinting

1. Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models
   2023/09/03 by Yue Zhang, Yafu Li, Zhang, Yue +28 · 94 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
2. Knowledge Fusion of Large Language Models
   2024/01/19 by Fanqi Wan, Wan, Fanqi, Xinting Huang +9 · 16 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
3. Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
   2023/06/15 by Chenyang Lyu, Lyu, Chenyang, Minghao Wu +13 · 11 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
4. Knowledge Fusion of Chat LLMs: A Preliminary Technical Report
   2024/02/25 by Wan, Fanqi, Yang, Ziyi, Zhong, Longguang +3 · 8 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. A Formal Framework for Understanding Length Generalization in Transformers
   2024/10/03 by Huang, Xinting, Yang, Andy, Bhattamishra, Satwik +5 · 10 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Multi-Task Instruction Tuning of LLaMa for Specific Scenarios: A Preliminary Study on Writing Assistance
   2023/05/22 by Yue Zhang, Zhang, Yue, Leyang Cui +9 · 5 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
7. Hunyuan-TurboS: Advancing Large Language Models through Mamba-Transformer Synergy and Adaptive Chain-of-Thought
   2025/05/21 by Tencent Hunyuan Team, Ao Liu, Liu, Ao +509 · 1 voice · 10 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Big Data and Digital Economy #Topic Modeling #cs.CL
8. Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability
   2024/10/15 by Chung, Tsz Ting, Cui, Leyang, Liu, Lemao +3 · 5 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Attention Entropy is a Key Factor: An Analysis of Parallel Context Encoding with Full-attention-based Pre-trained Language Models
   2024/12/21 by Zhisong Zhang, Zhang, Zhisong, Yan Wang +13 · 6 citations
   Computer Science · #Topic Modeling #Machine Learning in Healthcare #Explainable Artificial Intelligence (XAI)
10. Lower Bounds for Chain-of-Thought Reasoning in Hard-Attention Transformers
    2025/02/04 by Alireza Amiri, Xinting Huang, Amiri, Alireza +5 · 7 citations
    Neuroscience · Engineering · Computer Science · #EEG and Brain-Computer Interfaces #Advanced Memory and Neural Computing #Visual Attention and Saliency Detection
11. LoGU: Long-form Generation with Uncertainty Expressions
    2024/10/18 by Ruihan Yang, Yang, Ruihan, Caiqi Zhang +13 · 5 citations
    Computer Science · #Model-Driven Software Engineering Techniques
12. DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
    2023/09/11 by Yongrui Chen, Haiyun Jiang, Chen, Yongrui +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
13. Atomic Calibration of LLMs in Long-Form Generations
    2024/10/17 by Zhang, Caiqi, Yang, Ruihan, Zhang, Zhisong +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
14. Explore-Instruct: Enhancing Domain-Specific Instruction Coverage through Active Exploration
    2023/10/13 by Fanqi Wan, Wan, Fanqi, Xinting Huang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
15. A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression
    2024/12/23 by Chenlong Deng, Deng, Chenlong, Zhisong Zhang +11 · 3 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques
16. Low-hallucination Synthetic Captions for Large-Scale Vision-Language Model Pre-training
    2025/04/17 by Zhang, Xinsong, Zeng, Yarong, Huang, Xinting +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
17. BBA: Bi-Modal Behavioral Alignment for Reasoning with Large Vision-Language Models
    2024/02/21 by Zhao, Xueliang, Huang, Xinting, Fu, Tingchen +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
18. Knowledge Verification to Nip Hallucination in the Bud
    2024/01/19 by Fanqi Wan, Wan, Fanqi, Xinting Huang +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare
19. InversionView: A General-Purpose Method for Reading Information from Neural Activations
    2024/05/27 by Huang, Xinting, Panwar, Madhur, Goyal, Navin +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
20. Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning
    2024/06/25 by Yang, Sen, Cui, Leyang, Cai, Deng +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
21. Contextualize-then-Aggregate: Circuits for In-Context Learning in Gemma-2 2B
    2025/03/31 by Bakalova, Aleksandra, Veitsman, Yana, Huang, Xinting +1 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
22. Tug-of-war between idioms' figurative and literal interpretations in LLMs
    2025/06/02 by Soyoung Oh, Oh, Soyoung, Xinting Huang +7 · 1 voice · 1 citation
    #cs.CL #cs.AI