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Liu, Qun

  1. TinyBERT: Distilling BERT for Natural Language Understanding
    2019/09/23 by Jiao, Xiaoqi, Yin, Yichun, Shang, Lifeng +5 · 76 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Aligning Large Language Models with Human: A Survey
    2023/07/24 by Yufei Wang, Wanjun Zhong, Wang, Yufei +14 · 51 citations
    Computer Science · Materials Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Materials Science
  3. Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search
    2017/04/24 by Chris Hokamp, Hokamp, Chris, Liu, Qun · 22 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  4. ERNIE: Enhanced Language Representation with Informative Entities
    2019/05/17 by Zhengyan Zhang, Xu Han, Zhang, Zhengyan +9 · 1 voice · 24 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  5. A Deep Memory-based Architecture for Sequence-to-Sequence Learning
    2015/06/22 by Fandong Meng, Zhengdong Lu, Meng, Fandong +7 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  6. ToolACE: Winning the Points of LLM Function Calling
    2024/09/02 by Liu, Weiwen, Huang, Xu, Zeng, Xingshan +24 · 45 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. DynaBERT: Dynamic BERT with Adaptive Width and Depth
    2020/04/08 by Lu Hou, Zhiqi Huang, Hou, Lu +8 · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  8. FollowBench: A Multi-level Fine-grained Constraints Following Benchmark for Large Language Models
    2023/10/31 by Jiang, Yuxin, Wang, Yufei, Zeng, Xingshan +7 · 20 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  9. Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios
    2024/01/30 by Shijue Huang, Huang, Shijue, Wanjun Zhong +22 · 21 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Semantic Web and Ontologies
  10. MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models
    2024/01/30 by Wai-Chung Kwan, Xingshan Zeng, Kwan, Wai-Chung +14 · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  11. A Survey of Reasoning with Foundation Models
    2023/12/17 by Sun, Jiankai, Zheng, Chuanyang, Xie, Enze +31 · 18 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. HawkEye: Training Video-Text LLMs for Grounding Text in Videos
    2024/03/15 by Yueqian Wang, Wang, Yueqian, Xiaojun Meng +8 · 18 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  13. SparTerm: Learning Term-based Sparse Representation for Fast Text Retrieval
    2020/10/02 by Bai, Yang, Li, Xiaoguang, Wang, Gang +6 · 8 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  14. Bridging the Gap between Training and Inference for Neural Machine Translation
    2019/06/06 by Wen Zhang, Zhang, Wen, Yang Feng +6 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  15. BinaryBERT: Pushing the Limit of BERT Quantization
    2020/12/31 by Haoli Bai, Wei Zhang, Bai, Haoli +14 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  16. bert2BERT: Towards Reusable Pretrained Language Models
    2021/10/14 by Chen, Cheng, Yin, Yichun, Shang, Lifeng +7 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Compilable Neural Code Generation with Compiler Feedback
    2022/03/10 by Xin Wang, Yasheng Wang, Wang, Xin +16 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
  18. Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT
    2020/04/30 by Zhiyong Wu, Yun Chen, Wu, Zhiyong +4 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  19. FIMO: A Challenge Formal Dataset for Automated Theorem Proving
    2023/09/08 by Liu, Chengwu, Shen, Jianhao, Xin, Huajian +9 · 8 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  20. TernaryBERT: Distillation-aware Ultra-low Bit BERT
    2020/09/27 by Wei Zhang, Lu Hou, Zhang, Wei +10 · 5 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  21. Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation
    2022/03/12 by Wenliang Dai, Lu Hou, Dai, Wenliang +8 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  22. Generate & Rank: A Multi-task Framework for Math Word Problems
    2021/09/07 by Shen, Jianhao, Yin, Yichun, Li, Lin +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
    2024/06/07 by Fengran Mo, Mo, Fengran, Abbas Ghaddar +11 · 8 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
  24. EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions
    2024/09/26 by Kai Chen, Chen, Kai, Yunhao Gou +57 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Speech and dialogue systems
  25. Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
    2022/10/18 by Xinyu Zhang, Zhang, Xinyu, Nandan Thakur +14 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis
    2024/10/24 by Z. Wang, Wang, Zezhong, Xingshan Zeng +15 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  27. HyperText: Endowing FastText with Hyperbolic Geometry
    2020/10/30 by Yudong Zhu, Zhu, Yudong, Di Zhou +8 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Data Visualization and Analytics
  28. Improved OOD Generalization via Adversarial Training and Pre-training
    2021/05/24 by Yi, Mingyang, Hou, Lu, Sun, Jiacheng +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer
    2021/06/09 by Zeng, Xingshan, Li, Liangyou, Liu, Qun · 3 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  30. Learning to Edit: Aligning LLMs with Knowledge Editing
    2024/02/19 by Yuxin Jiang, Jiang, Yuxin, Yufei Wang +20 · 5 citations
    Computer Science · #Library Science and Information Systems
  31. Compression of Generative Pre-trained Language Models via Quantization
    2022/03/21 by Tao, Chaofan, Hou, Lu, Zhang, Wei +5 · 3 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. Prompt-Based Length Controlled Generation with Multiple Control Types
    2024/06/12 by Jie, Renlong, Meng, Xiaojun, Shang, Lifeng +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions
    2022/12/21 by Sun, Hao, Zhang, Zhexin, Mi, Fei +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels
    2024/09/04 by Zhe Xu, Xu, Zhe, Jiasheng Ye +19 · 1 voice · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.CL
  35. PanGu-Σ: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computing
    2023/03/20 by Xiaozhe Ren, Ren, Xiaozhe, Pingyi Zhou +30 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Expert finding and Q&A systems
  36. M3KE: A Massive Multi-Level Multi-Subject Knowledge Evaluation Benchmark for Chinese Large Language Models
    2023/05/17 by Chuang Liu, Liu, Chuang, Renren Jin +22 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  37. Gaining Wisdom from Setbacks: Aligning Large Language Models via Mistake Analysis
    2023/10/16 by Chen, Kai, Wang, Chunwei, Yang, Kuo +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. Prompt-Based Length Controlled Generation with Reinforcement Learning
    2023/08/23 by Jie, Renlong, Meng, Xiaojun, Shang, Lifeng +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Data Management For Training Large Language Models: A Survey
    2023/12/04 by Zige Wang, Wang, Zige, Wanjun Zhong +14 · 3 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  40. SPIRAL: Self-supervised Perturbation-Invariant Representation Learning for Speech Pre-Training
    2022/01/25 by Huang, Wenyong, Zhang, Zhenhe, Yeung, Yu Ting +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  41. Achieving Reliable Human Assessment of Open-Domain Dialogue Systems
    2022/03/11 by Ji, Tianbo, Graham, Yvette, Jones, Gareth J. F. +2 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  42. How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis
    2022/03/31 by Li, Shaobo, Li, Xiaoguang, Shang, Lifeng +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  43. TRIGO: Benchmarking Formal Mathematical Proof Reduction for Generative Language Models
    2023/10/16 by Jing Xiong, Jianhao Shen, Xiong, Jing +25 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Mathematics, Computing, and Information Processing #Topic Modeling
  44. Preparing Lessons for Progressive Training on Language Models
    2024/01/17 by Pan, Yu, Yuan, Ye, Yin, Yichun +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  45. Exploring Extreme Parameter Compression for Pre-trained Language Models
    2022/05/20 by Yu‐Xin Ren, Benyou Wang, Ren, Yuxin +6 · 2 citations
    Computer Science · Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech Recognition and Synthesis #Topic Modeling
  46. End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling
    2024/07/21 by Liang, Jianxin, Meng, Xiaojun, Wang, Yueqian +3 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  47. Multilingual Multi-modal Embeddings for Natural Language Processing
    2017/02/03 by Iacer Calixto, Calixto, Iacer, Nick Campbell +2 · 2 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  48. Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding
    2022/12/19 by Bai, Haoli, Liu, Zhiguang, Meng, Xiaojun +9 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  49. Large Language Models Struggle with Unreasonability in Math Problems
    2024/03/28 by Jingyuan Ma, Damai Dai, Ma, Jingyuan +8 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  50. SELF: Self-Evolution with Language Feedback
    2023/10/01 by Jianqiao Lu, Lu, Jianqiao, Wanjun Zhong +17 · 2 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  51. Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions
    2024/02/25 by Hu, Xuming, Li, Xiaochuan, Chen, Junzhe +8 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  52. Incorporating Global Visual Features into Attention-Based Neural Machine Translation
    2017/01/23 by Calixto, Iacer, Liu, Qun, Campbell, Nick · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  53. Doubly-Attentive Decoder for Multi-modal Neural Machine Translation
    2017/02/04 by Calixto, Iacer, Liu, Qun, Campbell, Nick · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  54. Exploiting Cross-Sentence Context for Neural Machine Translation
    2017/04/14 by Wang, Longyue, Tu, Zhaopeng, Way, Andy +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Contact Complexity in Customer Service
    2024/02/24 by Pi, Shu-Ting, Yang, Michael, Liu, Qun · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  56. DecompEval: Evaluating Generated Texts as Unsupervised Decomposed Question Answering
    2023/07/13 by Ke, Pei, Huang, Fei, Mi, Fei +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  57. Unsupervised Learning using Pretrained CNN and Associative Memory Bank
    2018/05/02 by Liu, Qun, Mukhopadhyay, Supratik · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  58. Memory-enhanced Decoder for Neural Machine Translation
    2016/06/07 by Mingxuan Wang, Wang, Mingxuan, Zhengdong Lu +4 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  59. PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation
    2021/04/26 by Wei Zeng, Zeng, Wei, Xiaozhe Ren +72 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  60. LongSafety: Enhance Safety for Long-Context LLMs
    2024/11/11 by Huang, Mianqiu, Liu, Xiaoran, Zhou, Shaojun +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  61. GPT-based Generation for Classical Chinese Poetry
    2019/06/29 by Liao, Yi, Wang, Yasheng, Liu, Qun +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  62. PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
    2024/01/26 by Tan, Haochen, Guo, Zhijiang, Shi, Zhan +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  63. Integrating Graph Contextualized Knowledge into Pre-trained Language Models
    2019/11/30 by He, Bin, Zhou, Di, Xiao, Jinghui +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  64. Accurate Word Alignment Induction from Neural Machine Translation
    2020/04/30 by Chen, Yun, Liu, Yang, Chen, Guanhua +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  65. Safe: Enhancing Mathematical Reasoning in Large Language Models via Retrospective Step-aware Formal Verification
    2025/06/05 by Chengwu Liu, Liu, Chengwu, Ye Yuan +16 · 6 citations
    Decision Sciences · Materials Science · Computer Science · #Scientific Computing and Data Management #Machine Learning in Materials Science #Mathematics, Computing, and Information Processing
  66. Document Graph for Neural Machine Translation
    2020/12/07 by Mingzhou Xu, Liangyou Li, Xu, Mingzhou +6 · 1 citation
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  67. NumGPT: Improving Numeracy Ability of Generative Pre-trained Models
    2021/09/07 by Jin, Zhihua, Jiang, Xin, Wang, Xingbo +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  68. Uncertainty-Aware Balancing for Multilingual and Multi-Domain Neural Machine Translation Training
    2021/09/06 by Wu, Minghao, Li, Yitong, Zhang, Meng +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  69. PanGu-Coder: Program Synthesis with Function-Level Language Modeling
    2022/07/22 by Christopoulou, Fenia, Lampouras, Gerasimos, Gritta, Milan +19 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE)
  70. COPEN: Probing Conceptual Knowledge in Pre-trained Language Models
    2022/11/08 by Peng, Hao, Wang, Xiaozhi, Hu, Shengding +5 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  71. More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression
    2024/12/17 by Jiebin Zhang, Zhang, Jiebin, Dawei Zhu +14 · 2 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computation and Language (cs.CL) #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
  72. UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog
    2022/05/01 by Chen, Cheng, Zhu, Yudong, Tan, Zhenshan +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  73. The Synergy Dilemma of Long-CoT SFT and RL: Investigating Post-Training Techniques for Reasoning VLMs
    2025/07/10 by Jierun Chen, Tiezheng Yu, Chen, Jierun +24 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  74. A Comprehensive Evaluation on Event Reasoning of Large Language Models
    2024/04/26 by Zhengwei Tao, Zhi-Ping Jin, Tao, Zhengwei +14 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  75. ReAttention: Training-Free Infinite Context with Finite Attention Scope
    2024/07/21 by Liu, Xiaoran, Li, Ruixiao, Guo, Qipeng +7 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  76. PanGu-π: Enhancing Language Model Architectures via Nonlinearity Compensation
    2023/12/27 by Yunhe Wang, Wang, Yunhe, Hanting Chen +36 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  77. Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment
    2023/10/12 by Boyang Xue, Weichao Wang, Xue, Boyang +16 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  78. Visually Guided Generative Text-Layout Pre-training for Document Intelligence
    2024/03/25 by Mao, Zhiming, Bai, Haoli, Hou, Lu +4 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  79. DAST: Difficulty-Aware Self-Training on Large Language Models
    2025/03/12 by Xue, Boyang, Zhu, Qi, Wang, Hongru +8 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  80. Evaluating the External and Parametric Knowledge Fusion of Large Language Models
    2024/05/29 by Hao Zhang, Yuyang Zhang, Zhang, Hao +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  81. Mixture of insighTful Experts (MoTE): The Synergy of Thought Chains and Expert Mixtures in Self-Alignment
    2024/05/01 by Zhili Liu, Yunhao Gou, Liu, Zhili +19 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Cognitive Science and Mapping #Computation and Language (cs.CL) #FOS: Computer and information sciences
  82. Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step
    2024/06/23 by Z. Wang, Xingshan Zeng, Wang, Zezhong +17 · 1 citation
    Engineering · #Analog and Mixed-Signal Circuit Design #Computation and Language (cs.CL) #FOS: Computer and information sciences #Molecular Junctions and Nanostructures #Semiconductor Lasers and Optical Devices
  83. ToolACE-MT: Non-Autoregressive Generation for Agentic Multi-Turn Interaction
    2025/08/18 by Xingshan Zeng, Zeng, Xingshan, Weiwen Liu +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  84. Roadmap towards Superhuman Speech Understanding using Large Language Models
    2024/10/17 by Bu, Fan, Zhang, Yuhao, Wang, Xidong +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  85. Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding
    2024/12/23 by Yueqian Wang, Xiaojun Meng, Wang, Yueqian +9 · 1 citation
    Computer Science · Psychology · Health Professions · #Speech and dialogue systems #Language, Metaphor, and Cognition #Interpreting and Communication in Healthcare
  86. Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
    2024/10/09 by Kaishuai Xu, Xu, Kaishuai, Tiezheng Yu +17 · 1 citation
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Pharmacological Effects and Assays #Receptor Mechanisms and Signaling #Software Engineering Research
  87. Path-of-Thoughts: Extracting and Following Paths for Robust Relational Reasoning with Large Language Models
    2024/12/23 by Zhang, Ge, Alomrani, Mohammad Ali, Gu, Hongjian +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  88. ReliableMath: Benchmark of Reliable Mathematical Reasoning on Large Language Models
    2025/07/03 by Boyang Xue, Xue, Boyang, Qi Zhu +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  89. The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation
    2025/03/05 by He, Jie, Wang, Tao, Xiong, Deyi +1 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  90. Teaching LLMs According to Their Aptitude: Adaptive Reasoning for Mathematical Problem Solving
    2025/02/17 by Xin Xu, Xu, Xin, Yan Xu +19 · 1 citation
    Computer Science · Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Statistics Education and Methodologies