Wang, Sirui
- Knowledge-Driven CoT: Exploring Faithful Reasoning in LLMs for Knowledge-intensive Question Answering
2023/08/25 by Wang, Keheng, Duan, Feiyu, Wang, Sirui +5 · 14 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models
2023/09/21 by Shanglin Lei, Lei, Shanglin, Guanting Dong +7 · 6 citations
Computer Science · Psychology · #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
- Searching for Optimal Subword Tokenization in Cross-domain NER
2022/06/07 by Ruotian Ma, Ma, Ruotian, Yiding Tan +15 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Speech Recognition and Synthesis #Text and Document Classification Technologies
- ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer
2021/05/25 by Yan, Yuanmeng, Li, Rumei, Wang, Sirui +3 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- InstructionNER: A Multi-Task Instruction-Based Generative Framework for Few-shot NER
2022/03/08 by Wang, Liwen, Li, Rumei, Yan, Yang +4 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion
2022/10/16 by Jian Song, Di Liang, Song, Jian +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation
2024/04/10 by Ruotong Pan, Boxi Cao, Pan, Ruotong +13 · 3 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- T5-SR: A Unified Seq-to-Seq Decoding Strategy for Semantic Parsing
2023/06/14 by Li, Yuntao, Su, Zhenpeng, Li, Yutian +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation
2024/04/22 by Keheng Wang, Feiyu Duan, Wang, Keheng +7 · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Library Science and Information Systems
- FRAME: Boosting LLMs with A Four-Quadrant Multi-Stage Pretraining Strategy
2025/02/08 by Feiyu Duan, Zhang, Xuemiao, Duan, Feiyu +12 · 3 citations
Computer Science · #Natural Language Processing Techniques
- Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA
2023/08/28 by Dong, Guanting, Li, Rumei, Wang, Sirui +3 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- Preference Curriculum: LLMs Should Always Be Pretrained on Their Preferred Data
2025/01/21 by Lei Xu, Zhang, Xuemiao, Feiyu Duan +11 · 2 citations
Social Sciences · #Legal Education and Practice Innovations
- Rectify Evaluation Preference: Improving LLMs' Critique on Math Reasoning via Perplexity-aware Reinforcement Learning
2025/11/13 by Tian, Changyuan, Lu, Zhicong, Qian, Shuang +8 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences