| ConvSearch-R1: Enhancing Query Reformulation for Conversational Search with Reasoning via Reinforcement Learning | May 21, 2025 | Conversational Searchreinforcement-learning | CodeCode Available | 2 |
| SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models | Nov 16, 2023 | Conversational SearchIn-Context Learning | CodeCode Available | 2 |
| AdaCQR: Enhancing Query Reformulation for Conversational Search via Sparse and Dense Retrieval Alignment | Jul 2, 2024 | Context Query ReformulationConversational Search | CodeCode Available | 1 |
| CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search | Jun 7, 2024 | Conversational Search | CodeCode Available | 1 |
| Can We Use Large Language Models to Fill Relevance Judgment Holes? | May 9, 2024 | Conversational SearchPrompt Engineering | CodeCode Available | 1 |
| Doing Personal LAPS: LLM-Augmented Dialogue Construction for Personalized Multi-Session Conversational Search | May 6, 2024 | Conversational SearchResponse Generation | CodeCode Available | 1 |
| TREC iKAT 2023: A Test Collection for Evaluating Conversational and Interactive Knowledge Assistants | May 4, 2024 | Conversational SearchNavigate | CodeCode Available | 1 |
| ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval | Apr 21, 2024 | Contrastive LearningConversational Search | CodeCode Available | 1 |
| Interpreting Conversational Dense Retrieval by Rewriting-Enhanced Inversion of Session Embedding | Feb 20, 2024 | Conversational SearchRetrieval | CodeCode Available | 1 |
| Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search | Feb 12, 2024 | 4kConversational Search | CodeCode Available | 1 |
| History-Aware Conversational Dense Retrieval | Jan 30, 2024 | Conversational SearchInformation Retrieval | CodeCode Available | 1 |
| Walert: Putting Conversational Search Knowledge into Action by Building and Evaluating a Large Language Model-Powered Chatbot | Jan 14, 2024 | ChatbotConversational Search | CodeCode Available | 1 |
| IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance | Nov 16, 2023 | Conversational SearchInformation Retrieval | CodeCode Available | 1 |
| Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting | Oct 15, 2023 | Conversational SearchLanguage Modeling | CodeCode Available | 1 |
| Learning to Relate to Previous Turns in Conversational Search | Jun 5, 2023 | Conversational SearchMulti-Task Learning | CodeCode Available | 1 |
| ConvGQR: Generative Query Reformulation for Conversational Search | May 25, 2023 | Conversational SearchRetrieval | CodeCode Available | 1 |
| Query Performance Prediction: From Ad-hoc to Conversational Search | May 18, 2023 | Conversational SearchInformation Retrieval | CodeCode Available | 1 |
| V3CTRON | Data Retrieval & Access System For Flexible Semantic Search & Retrieval Of Proprietary Document Collections Using Natural Language Queries. | Apr 26, 2023 | Conversational SearchInformation Retrieval | CodeCode Available | 1 |
| Large Language Models Know Your Contextual Search Intent: A Prompting Framework for Conversational Search | Mar 12, 2023 | Conversational SearchText Generation | CodeCode Available | 1 |
| Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues? | Jan 13, 2023 | Conversational SearchPassage Retrieval | CodeCode Available | 1 |
| Generating Information-Seeking Conversations from Unlabeled Documents | May 25, 2022 | Conversational Search | CodeCode Available | 1 |
| Towards Better Understanding of User Satisfaction in Open-Domain Conversational Search | Apr 6, 2022 | Conversational SearchSemantic Similarity | CodeCode Available | 1 |
| Saving Dense Retriever from Shortcut Dependency in Conversational Search | Feb 15, 2022 | Conversational SearchRetrieval | CodeCode Available | 1 |
| SCAI-QReCC Shared Task on Conversational Question Answering | Jan 26, 2022 | Answer GenerationConversational Question Answering | CodeCode Available | 1 |
| Simulating and Modeling the Risk of Conversational Search | Jan 1, 2022 | Conversational Search | CodeCode Available | 1 |
| An Optimal Algorithm for Finding Champions in Tournament Graphs | Nov 26, 2021 | Conversational SearchInformation Retrieval | CodeCode Available | 1 |
| MConv: An Environment for Multimodal Conversational Search across Multiple Domains | Jul 11, 2021 | Conversational RecommendationConversational Search | CodeCode Available | 1 |
| Few-Shot Conversational Dense Retrieval | May 10, 2021 | Conversational SearchRetrieval | CodeCode Available | 1 |
| Controlling the Risk of Conversational Search via Reinforcement Learning | Jan 15, 2021 | Conversational Searchreinforcement-learning | CodeCode Available | 1 |
| Query Resolution for Conversational Search with Limited Supervision | May 24, 2020 | Conversational SearchPassage Retrieval | CodeCode Available | 1 |
| Summarizing and Exploring Tabular Data in Conversational Search | May 23, 2020 | Conversational Search | CodeCode Available | 1 |
| Open-Retrieval Conversational Question Answering | May 22, 2020 | Conversational Question AnsweringConversational Search | CodeCode Available | 1 |
| Conversations with Search Engines: SERP-based Conversational Response Generation | Apr 29, 2020 | Conversational Response GenerationConversational Search | CodeCode Available | 1 |
| TREC CAsT 2019: The Conversational Assistance Track Overview | Mar 30, 2020 | Conversational SearchLearning-To-Rank | CodeCode Available | 1 |
| CTR-Guided Generative Query Suggestion in Conversational Search | Jul 5, 2025 | Conversational SearchDiversity | —Unverified | 0 |
| Conversational Search: From Fundamentals to Frontiers in the LLM Era | Jun 12, 2025 | Conversational SearchInstruction Following | —Unverified | 0 |
| Understanding Mental Models of Generative Conversational Search and The Effect of Interface Transparency | Jun 4, 2025 | Conversational Search | —Unverified | 0 |
| Efficient Conversational Search via Topical Locality in Dense Retrieval | Apr 30, 2025 | Conversational SearchInformation Retrieval | CodeCode Available | 0 |
| Simulating Before Planning: Constructing Intrinsic User World Model for User-Tailored Dialogue Policy Planning | Apr 18, 2025 | Active LearningConversational Search | —Unverified | 0 |
| Dense Passage Retrieval in Conversational Search | Mar 21, 2025 | Conversational SearchInformation Retrieval | CodeCode Available | 0 |
| Improving the Reusability of Conversational Search Test Collections | Mar 12, 2025 | Conversational Search | CodeCode Available | 0 |
| Conversational Gold: Evaluating Personalized Conversational Search System using Gold Nuggets | Mar 12, 2025 | Answer GenerationConversational Search | CodeCode Available | 0 |
| Zero-Shot and Efficient Clarification Need Prediction in Conversational Search | Feb 28, 2025 | Conversational Searchcounterfactual | —Unverified | 0 |
| A Survey on Multi-Turn Interaction Capabilities of Large Language Models | Jan 17, 2025 | Conversational Search | —Unverified | 0 |
| RALI@TREC iKAT 2024: Achieving Personalization via Retrieval Fusion in Conversational Search | Dec 11, 2024 | Conversational SearchRetrieval | —Unverified | 0 |
| IRLab@iKAT24: Learned Sparse Retrieval with Multi-aspect LLM Query Generation for Conversational Search | Nov 22, 2024 | Conversational SearchPassage Ranking | —Unverified | 0 |
| AGENT-CQ: Automatic Generation and Evaluation of Clarifying Questions for Conversational Search with LLMs | Oct 25, 2024 | Conversational SearchRetrieval | —Unverified | 0 |
| A Survey of Conversational Search | Oct 21, 2024 | Conversational SearchInformation Retrieval | —Unverified | 0 |
| DiSCo: LLM Knowledge Distillation for Efficient Sparse Retrieval in Conversational Search | Oct 18, 2024 | Conversational Information AccessConversational Search | CodeCode Available | 0 |
| SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search | Oct 12, 2024 | Conversational RecommendationConversational Search | CodeCode Available | 0 |
