Xiong, Deyi
- Large Language Model Alignment: A Survey
2023/09/26 by Tianhao Shen, Renren Jin, Shen, Tianhao +15 · 37 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
- Evaluating Large Language Models: A Comprehensive Survey
2023/10/30 by Zishan Guo, Renren Jin, Guo, Zishan +18 · 23 citations
Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques
- DEPN: Detecting and Editing Privacy Neurons in Pretrained Language Models
2023/10/31 by Wu, Xinwei, Li, Junzhuo, Xu, Minghui +4 · 14 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- A Comprehensive Evaluation of Quantization Strategies for Large Language Models
2024/02/26 by Renren Jin, Jiangcun Du, Jin, Renren +11 · 14 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Speech Recognition and Synthesis
- Watermarking Conditional Text Generation for AI Detection: Unveiling Challenges and a Semantic-Aware Watermark Remedy
2023/07/25 by Fu, Yu, Xiong, Deyi, Dong, Yue · 9 citations
#Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
- Large Language Model Safety: A Holistic Survey
2024/12/23 by Dan Shi, Shi, Dan, Tianhao Shen +22 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- IRCAN: Mitigating Knowledge Conflicts in LLM Generation via Identifying and Reweighting Context-Aware Neurons
2024/06/26 by Shi, Dan, Jin, Renren, Shen, Tianhao +3 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Exploring Multilingual Concepts of Human Value in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages?
2024/02/28 by Shaoyang Xu, Weilong Dong, Xu, Shaoyang +7 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Towards Understanding Multi-Task Learning (Generalization) of LLMs via Detecting and Exploring Task-Specific Neurons
2024/07/09 by Leng, Yongqi, Xiong, Deyi · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Automated Progressive Red Teaming
2024/07/04 by Bojian Jiang, Jing Yi, Jiang, Bojian +8 · 5 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- Do Large Language Models Mirror Cognitive Language Processing?
2024/02/28 by Yuqi Ren, Renren Jin, Ren, Yuqi +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- 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
- Multilingual Large Language Models: A Systematic Survey
2024/11/17 by Shaolin Zhu, Zhu, Shaolin, Shaoyang Xu +16 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling
2020/10/17 by Jun Quan, Quan, Jun, Shian Zhang +7 · 2 citations
Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
- CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models
2023/06/28 by Huang, Yufei, Xiong, Deyi · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Efficiently Exploring Large Language Models for Document-Level Machine Translation with In-context Learning
2024/06/11 by Menglong Cui, Cui, Menglong, Jiangcun Du +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Self-Pluralising Culture Alignment for Large Language Models
2024/10/16 by Shaoyang Xu, Xu, Shaoyang, Yongqi Leng +5 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents
2024/07/04 by Zhigen Li, Jianxiang Peng, Li, Zhigen +28 · 3 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
- RoleEval: A Bilingual Role Evaluation Benchmark for Large Language Models
2023/12/26 by Shen, Tianhao, Li, Sun, Tu, Quan +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- FollowEval: A Multi-Dimensional Benchmark for Assessing the Instruction-Following Capability of Large Language Models
2023/11/16 by Jing, Yimin, Jin, Renren, Hu, Jiahao +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Star-Agents: Automatic Data Optimization with LLM Agents for Instruction Tuning
2024/11/21 by Hang Zhou, Yehui Tang, Zhou, Hang +13 · 3 citations
Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
- Efficient Object-Level Visual Context Modeling for Multimodal Machine Translation: Masking Irrelevant Objects Helps Grounding
2020/12/18 by Wang, Dexin, Xiong, Deyi · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Efficient Cluster-Based k-Nearest-Neighbor Machine Translation
2022/04/13 by Wang, Dexin, Fan, Kai, Chen, Boxing +1 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
2022/06/22 by Gehrmann, Sebastian, Bhattacharjee, Abhik, Mahendiran, Abinaya +74 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Swing Distillation: A Privacy-Preserving Knowledge Distillation Framework
2022/12/16 by Junzhuo Li, Xinwei Wu, Li, Junzhuo +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
- LANDeRMT: Detecting and Routing Language-Aware Neurons for Selectively Finetuning LLMs to Machine Translation
2024/09/29 by Zhu, Shaolin, Pan, Leiyu, Li, Bo +1 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents
2023/06/30 by Moradshahi, Mehrad, Shen, Tianhao, Bali, Kalika +16 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Neural Machine Translation Advised by Statistical Machine Translation
2016/10/17 by Xing Wang, Zhengdong Lu, Wang, Xing +9 · 1 citation
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Handwritten Text Recognition Techniques
- Language Representation Projection: Can We Transfer Factual Knowledge across Languages in Multilingual Language Models?
2023/11/07 by Xu, Shaoyang, Li, Junzhuo, Xiong, Deyi · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- FineMath: A Fine-Grained Mathematical Evaluation Benchmark for Chinese Large Language Models
2024/03/12 by Liu, Yan, Jin, Renren, Shi, Ling +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- OpenEval: Benchmarking Chinese LLMs across Capability, Alignment and Safety
2024/03/18 by Liu, Chuang, Yu, Linhao, Li, Jiaxuan +11 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MoE-CT: A Novel Approach For Large Language Models Training With Resistance To Catastrophic Forgetting
2024/06/25 by Tianhao Li, Shangjie Li, Li, Tianhao +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- CMoralEval: A Moral Evaluation Benchmark for Chinese Large Language Models
2024/08/19 by Linhao Yu, Yongqi Leng, Yu, Linhao +21 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
- Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search
2025/06/11 by Linhao Yu, Xiaohua Ji, Yu, Linhao +17 · 2 citations
Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Video Analysis and Summarization
- Translating Phrases in Neural Machine Translation
2017/08/07 by Xing Wang, Wang, Xing, Zhaopeng Tu +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- 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