Mo, Fengran
- Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search
2023/03/12 by Kelong Mao, Zhicheng Dou, Mao, Kelong +8 · 13 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- ConvGQR: Generative Query Reformulation for Conversational Search
2023/05/25 by Fengran Mo, Kelong Mao, Mo, Fengran +9 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
- CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
2024/06/07 by Fengran Mo, Abbas Ghaddar, Mo, Fengran +11 · 9 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
- Learning to Relate to Previous Turns in Conversational Search
2023/06/05 by Mo, Fengran, Nie, Jian-Yun, Huang, Kaiyu +4 · 7 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
2024/04/21 by Mao, Kelong, Deng, Chenlong, Chen, Haonan +4 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
2024/05/17 by Kaiyu Huang, Huang, Kaiyu, Fengran Mo +22 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- A Survey of Model Architectures in Information Retrieval
2025/02/20 by Zhichao Xu, Xu, Zhichao, Fengran Mo +13 · 12 citations
Computer Science · #Advanced Database Systems and Queries #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
- DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution
2024/05/27 by Mao, Yulong, Huang, Kaiyu, Guan, Changhao +3 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models
2024/04/22 by Jiayin Wang, Fengran Mo, Wang, Jiayin +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Entropy-based Exploration Conduction for Multi-step Reasoning
2025/03/20 by Jinghan Zhang, Xiting Wang, Zhang, Jinghan +8 · 8 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Semantic Web and Ontologies
- FinSage: A Multi-aspect RAG System for Financial Filings Question Answering
2025/04/20 by Wang, Xinyu, Chi, Jijun, Tai, Zhenghan +13 · 9 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- A Survey of Conversational Search
2024/10/21 by Fengran Mo, Kelong Mao, Mo, Fengran +17 · 5 citations
Computer Science · Social Sciences · #AI in Service Interactions #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
- How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval
2024/07/23 by Fengran Mo, Mo, Fengran, Kaiyu Huang +8 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search
2024/07/29 by Fengran Mo, Mo, Fengran, Chen Qu +11 · 4 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies #Speech and dialogue systems #Topic Modeling
- TGB-Seq Benchmark: Challenging Temporal GNNs with Complex Sequential Dynamics
2025/02/05 by Yi Lü, Jie Peng, Yi, Lu +12 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Future Link Prediction Without Memory or Aggregation
2025/05/26 by Yi Lu, R. T. Lei, Yi, Lu +9 · 2 citations
Computer Science · Physics and Astronomy · #Distributed systems and fault tolerance #FOS: Computer and information sciences #Machine Learning (cs.LG) #Particle Detector Development and Performance #Radiation Detection and Scintillator Technologies
- Can Large Language Models Understand Preferences in Personalized Recommendation?
2025/01/23 by Zhaoxuan Tan, Tan, Zhaoxuan, Qingkai Zeng +10 · 3 citations
Computer Science · Psychology · #Recommender Systems and Techniques #Topic Modeling #Mental Health via Writing
- Mixture of Latent Experts Using Tensor Products
2024/05/26 by Su, Zhan, Mo, Fengran, Tiwari, Prayag +3 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Conversational Search: From Fundamentals to Frontiers in the LLM Era
2025/06/12 by Mo, Fengran, Meng, Chuan, Aliannejadi, Mohammad +1 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model
2023/10/20 by Le Zhang, Zhang, Le, Yihong Wu +7 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- FinTagging: Benchmarking LLMs for Extracting and Structuring Financial Information
2025/05/27 by Yan Wang, Lingfei Qian, Wang, Yan +28 · 5 citations
Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Financial Reporting and XBRL #and Science (cs.CE)
- UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
2025/07/09 by Mo, Fengran, Gao, Yifan, Meng, Chuan +9 · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
- ConvSDG: Session Data Generation for Conversational Search
2024/03/17 by Fengran Mo, Mo, Fengran, Bole Yi +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
- RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search
2024/12/11 by Yuchen Hui, Hui, Yuchen, Fengran Mo +4 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Recommender Systems and Techniques