Agentic Conversational Search with Contextualized Reasoning via Reinforcement Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Mo, Fengran, Gao, Yifan, Li, Sha, Zeng, Hansi, Liu, Xin, Tan, Zhaoxuan, Li, Xian, Chen, Jianshu, Wang, Dakuo, Jiang, Meng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search
by: Zeng, Hansi, et al.
Published: (2026)
by: Zeng, Hansi, et al.
Published: (2026)
Conversational Search: From Fundamentals to Frontiers in the LLM Era
by: Mo, Fengran, et al.
Published: (2025)
by: Mo, Fengran, et al.
Published: (2025)
Adaptive Personalized Conversational Information Retrieval
by: Mo, Fengran, et al.
Published: (2025)
by: Mo, Fengran, et al.
Published: (2025)
RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search
by: Hui, Yuchen, et al.
Published: (2024)
by: Hui, Yuchen, et al.
Published: (2024)
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations
by: Mo, Fengran, et al.
Published: (2025)
by: Mo, Fengran, et al.
Published: (2025)
SynPlanResearch-R1: Encouraging Tool Exploration for Deep Research with Synthetic Plans
by: Zeng, Hansi, et al.
Published: (2026)
by: Zeng, Hansi, et al.
Published: (2026)
ConvSDG: Session Data Generation for Conversational Search
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
ConvGQR: Generative Query Reformulation for Conversational Search
by: Mo, Fengran, et al.
Published: (2023)
by: Mo, Fengran, et al.
Published: (2023)
A Survey of Conversational Search
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
by: Jin, Bowen, et al.
Published: (2025)
by: Jin, Bowen, et al.
Published: (2025)
Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts
by: Zeng, Qingkai, et al.
Published: (2024)
by: Zeng, Qingkai, et al.
Published: (2024)
Learning Contextual Retrieval for Robust Conversational Search
by: Yang, Seunghan, et al.
Published: (2025)
by: Yang, Seunghan, et al.
Published: (2025)
Middleman Bias in Advertising: Aligning Relevance of Keyphrase Recommendations with Search
by: Dey, Soumik, et al.
Published: (2025)
by: Dey, Soumik, et al.
Published: (2025)
Bridging the Gap: From Ad-hoc to Proactive Search in Conversations
by: Meng, Chuan, et al.
Published: (2025)
by: Meng, Chuan, et al.
Published: (2025)
Scaling Sparse and Dense Retrieval in Decoder-Only LLMs
by: Zeng, Hansi, et al.
Published: (2025)
by: Zeng, Hansi, et al.
Published: (2025)
TARSE: Test-Time Adaptation via Retrieval of Skills and Experience for Reasoning Agents
by: Wang, Junda, et al.
Published: (2026)
by: Wang, Junda, et al.
Published: (2026)
ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning
by: Zhu, Changtai, et al.
Published: (2025)
by: Zhu, Changtai, et al.
Published: (2025)
HARPO: Hierarchical Agentic Reasoning for User-Aligned Conversational Recommendation
by: Raj, Subham, et al.
Published: (2026)
by: Raj, Subham, et al.
Published: (2026)
TongSearch-QR: Reinforced Query Reasoning for Retrieval
by: Qin, Xubo, et al.
Published: (2025)
by: Qin, Xubo, et al.
Published: (2025)
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
History-Aware Conversational Dense Retrieval
by: Mo, Fengran, et al.
Published: (2024)
by: Mo, Fengran, et al.
Published: (2024)
Bridging Textual Profiles and Latent User Embeddings for Personalization
by: Tan, Zhaoxuan, et al.
Published: (2026)
by: Tan, Zhaoxuan, et al.
Published: (2026)
ChatShopBuddy: Towards Reliable Conversational Shopping Agents via Reinforcement Learning
by: Cheng, Yiruo, et al.
Published: (2026)
by: Cheng, Yiruo, et al.
Published: (2026)
MemSearch-o1: Empowering Large Language Models with Reasoning-Aligned Memory Growth in Agentic Search
by: Zhang, Sheng, et al.
Published: (2026)
by: Zhang, Sheng, et al.
Published: (2026)
Research on Evaluation Methods for Patent Novelty Search Systems and Empirical Analysis
by: Zhang, Shu, et al.
Published: (2025)
by: Zhang, Shu, et al.
Published: (2025)
Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous Decoding
by: Zeng, Hansi, et al.
Published: (2024)
by: Zeng, Hansi, et al.
Published: (2024)
Hypencoder: Hypernetworks for Information Retrieval
by: Killingback, Julian, et al.
Published: (2025)
by: Killingback, Julian, et al.
Published: (2025)
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
by: Mao, Kelong, et al.
Published: (2024)
by: Mao, Kelong, et al.
Published: (2024)
CroSearch-R1: Better Leveraging Cross-lingual Knowledge for Retrieval-Augmented Generation
by: Qi, Rui, et al.
Published: (2026)
by: Qi, Rui, et al.
Published: (2026)
Enhancing LLMs' Reasoning-Intensive Multimedia Search Capabilities through Fine-Tuning and Reinforcement Learning
by: Li, Jinzheng, et al.
Published: (2025)
by: Li, Jinzheng, et al.
Published: (2025)
Improving the Reusability of Conversational Search Test Collections
by: Abbasiantaeb, Zahra, et al.
Published: (2025)
by: Abbasiantaeb, Zahra, et al.
Published: (2025)
Improving Conversational Recommendation with Contextual Adaptation of External Recommenders and LLM-based Reranking
by: Li, Chuang, et al.
Published: (2025)
by: Li, Chuang, et al.
Published: (2025)
ConvMix: A Mixed-Criteria Data Augmentation Framework for Conversational Dense Retrieval
by: Mo, Fengran, et al.
Published: (2025)
by: Mo, Fengran, et al.
Published: (2025)
Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User
by: Wang, Xiaolei, et al.
Published: (2025)
by: Wang, Xiaolei, et al.
Published: (2025)
Reinforced Preference Optimization for Reasoning-Augmented Recommendations
by: Gao, Jingtong, et al.
Published: (2026)
by: Gao, Jingtong, et al.
Published: (2026)
Self-Distilled Reinforcement Learning for Co-Evolving Agentic Recommender Systems
by: Wang, Zongwei, et al.
Published: (2026)
by: Wang, Zongwei, et al.
Published: (2026)
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
by: Wang, Yifan, et al.
Published: (2025)
by: Wang, Yifan, et al.
Published: (2025)
Agentic-R: Learning to Retrieve for Agentic Search
by: Liu, Wenhan, et al.
Published: (2026)
by: Liu, Wenhan, et al.
Published: (2026)
Similar Items
-
CoSearch: Joint Training of Reasoning and Document Ranking via Reinforcement Learning for Agentic Search
by: Zeng, Hansi, et al.
Published: (2026) -
Conversational Search: From Fundamentals to Frontiers in the LLM Era
by: Mo, Fengran, et al.
Published: (2025) -
Adaptive Personalized Conversational Information Retrieval
by: Mo, Fengran, et al.
Published: (2025) -
RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search
by: Hui, Yuchen, et al.
Published: (2024) -
CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search
by: Mo, Fengran, et al.
Published: (2024)