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Shi, Shuming

  1. Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate
    2023/05/30 by Liang Tian, Liang, Tian, Zhiwei He +15 · 193 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  2. 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 · 95 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
  3. GPT-4 Is Too Smart To Be Safe: Stealthy Chat with LLMs via Cipher
    2023/08/12 by Youliang Yuan, Wenxiang Jiao, Yuan, Youliang +11 · 59 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
  4. MAGE: Machine-generated Text Detection in the Wild
    2023/05/22 by Yafu Li, Qintong Li, Li, Yafu +14 · 28 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Spam and Phishing Detection #Topic Modeling
  5. Is ChatGPT A Good Translator? Yes With GPT-4 As The Engine
    2023/01/20 by Wenxiang Jiao, Jiao, Wenxiang, Wenxuan Wang +9 · 1 voice · 10 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Explainable Artificial Intelligence (XAI) #Topic Modeling #cs.CL
  6. Benchmarking LLMs via Uncertainty Quantification
    2024/01/23 by Fanghua Ye, Mingming Yang, Ye, Fanghua +13 · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  7. DAST: Difficulty-Adaptive Slow-Thinking for Large Reasoning Models
    2025/03/06 by Yifeng Shen, Shen, Yi, Jian Zhang +16 · 42 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  8. Knowledge Fusion of Large Language Models
    2024/01/19 by Fanqi Wan, Wan, Fanqi, Xinting Huang +9 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  9. Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
    2023/06/15 by Chenyang Lyu, Minghao Wu, Lyu, Chenyang +13 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Document-Level Machine Translation with Large Language Models
    2023/04/05 by Longyue Wang, Wang, Longyue, Chenyang Lyu +11 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  11. Exploring the Use of Large Language Models for Reference-Free Text Quality Evaluation: An Empirical Study
    2023/04/03 by Chen, Yi, Wang, Rui, Jiang, Haiyun +2 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  12. Exploring Human-Like Translation Strategy with Large Language Models
    2023/05/06 by He, Zhiwei, Liang, Tian, Jiao, Wenxiang +6 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation
    2023/11/25 by Wang, Zhanyu, Wang, Longyue, Zhao, Zhen +7 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. Alleviating Hallucinations of Large Language Models through Induced Hallucinations
    2023/12/25 by Zhang, Yue, Cui, Leyang, Bi, Wei +1 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  15. On the Inference Calibration of Neural Machine Translation
    2020/05/03 by Shuo Wang, Wang, Shuo, Zhaopeng Tu +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. hyperdoc2vec: Distributed Representations of Hypertext Documents
    2018/05/10 by Han, Jialong, Song, Yan, Zhao, Wayne Xin +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  17. Enhancing Grammatical Error Correction Systems with Explanations
    2023/05/25 by Fei, Yuejiao, Cui, Leyang, Yang, Sen +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. One Model, Multiple Modalities: A Sparsely Activated Approach for Text, Sound, Image, Video and Code
    2022/05/12 by Dai, Yong, Tang, Duyu, Liu, Liangxin +7 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. 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)
  20. Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling
    2023/07/16 by Wang, Longyue, Du, Zefeng, Liu, Donghuai +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Improved Visual Story Generation with Adaptive Context Modeling
    2023/05/26 by Feng, Zhangyin, Ren, Yuchen, Yu, Xinmiao +4 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  22. DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping
    2023/09/11 by Yongrui Chen, Chen, Yongrui, Haiyun Jiang +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  23. Spotting AI's Touch: Identifying LLM-Paraphrased Spans in Text
    2024/05/21 by Yafu Li, Zhilin Wang, Li, Yafu +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  24. Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs
    2023/11/06 by Longyue Wang, Zhaopeng Tu, Wang, Longyue +31 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  25. Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning
    2022/12/02 by Lin, Hongzhan, Yi, Pengyao, Ma, Jing +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation
    2022/04/21 by Yu Cao, Cao, Yu, Wei Bi +7 · 2 citations
    Computer Science · #Persona Design and Applications #Topic Modeling #AI in Service Interactions
  27. Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models
    2024/01/16 by Jianhui Pang, Fanghua Ye, Pang, Jianhui +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  28. Exploiting Deep Representations for Neural Machine Translation
    2018/10/24 by Zi-Yi Dou, Dou, Zi-Yi, Zhaopeng Tu +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving
    2023/11/15 by Gao, Chang, Jiang, Haiyun, Cai, Deng +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model
    2024/01/23 by He, Zhiwei, Wang, Xing, Jiao, Wenxiang +4 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
    2024/05/22 by Tingchen Fu, Fu, Tingchen, Deng Cai +7 · 3 citations
    Engineering · #ICT Impact and Policies
  32. On the Cultural Gap in Text-to-Image Generation
    2023/07/06 by Bingshuai Liu, Liu, Bingshuai, Longyue Wang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications #Video Analysis and Summarization
  33. A Frustratingly Simple Decoding Method for Neural Text Generation
    2023/05/22 by Yang, Haoran, Cai, Deng, Li, Huayang +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Learning to Remember Translation History with a Continuous Cache
    2017/11/26 by Tu, Zhaopeng, Liu, Yang, Shi, Shuming +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  35. Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement
    2019/02/15 by Dou, Zi-Yi, Tu, Zhaopeng, Wang, Xing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Retrieval is Accurate Generation
    2024/02/27 by Bowen Cao, Cao, Bowen, Deng Cai +11 · 2 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Algorithms #Speech and dialogue systems
  37. Microblog Hashtag Generation via Encoding Conversation Contexts
    2019/05/18 by Wang, Yue, Li, Jing, King, Irwin +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  38. Topic-Aware Neural Keyphrase Generation for Social Media Language
    2019/06/10 by Wang, Yue, Li, Jing, Chan, Hou Pong +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. A Discrete CVAE for Response Generation on Short-Text Conversation
    2019/11/22 by Gao, Jun, Bi, Wei, Liu, Xiaojiang +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. On the Sub-Layer Functionalities of Transformer Decoder
    2020/10/06 by Yang, Yilin, Wang, Longyue, Shi, Shuming +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  41. CORM: Cache Optimization with Recent Message for Large Language Model Inference
    2024/04/24 by Dai, Jincheng, Huang, Zhuowei, Jiang, Haiyun +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. 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
  43. Investigating Data Variance in Evaluations of Automatic Machine Translation Metrics
    2022/03/29 by Xiang, Jiannan, Li, Huayang, Liu, Yahui +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  44. On the Evaluation Metrics for Paraphrase Generation
    2022/02/17 by Lingfeng Shen, Lemao Liu, Shen, Lingfeng +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Topic Modeling #Natural Language Processing Techniques
  45. Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation
    2022/03/16 by Wang, Wenxuan, Jiao, Wenxiang, Hao, Yongchang +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  46. Explicit Syntactic Guidance for Neural Text Generation
    2023/06/20 by Li, Yafu, Cui, Leyang, Yan, Jianhao +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model
    2023/06/04 by Lingfeng Shen, Haiyun Jiang, Shen, Lingfeng +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  48. Tencent's Multilingual Machine Translation System for WMT22 Large-Scale African Languages
    2022/10/18 by Jiao, Wenxiang, Tu, Zhaopeng, Li, Jiarui +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  49. Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models
    2023/10/31 by Liang Tian, Zhiwei He, Liang, Tian +16 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  50. 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
  51. 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