{"total":29,"rows":[{"id":"2308.10053","title":"Large Language Models as Zero-Shot Conversational Recommenders","created":"2023-08-19","cited_by_count":127,"area":null},{"id":"2204.06923","title":"A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems","created":"2022-04-14","cited_by_count":32,"area":null},{"id":"2112.08140","title":"Improving Conversational Recommendation Systems' Quality with Context-Aware Item Meta Information","created":"2021-12-15","cited_by_count":26,"area":null},{"id":"2212.11868","title":"Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation","created":"2022-12-22","cited_by_count":22,"area":null},{"id":"2307.10543","title":"TREA: Tree-Structure Reasoning Schema for Conversational Recommendation","created":"2023-07-20","cited_by_count":15,"area":null},{"id":"2310.14626","title":"Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue","created":"2023-10-23","cited_by_count":15,"area":null},{"id":"2204.00763","title":"Metaphorical User Simulators for Evaluating Task-oriented Dialogue Systems","created":"2022-04-02","cited_by_count":9,"area":null},{"id":"2401.14194","title":"Parameter-Efficient Conversational Recommender System as a Language Processing Task","created":"2024-01-25","cited_by_count":9,"area":null},{"id":"2404.03304","title":"Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors","created":"2024-04-04","cited_by_count":9,"area":null},{"id":"2409.10527","title":"Towards Empathetic Conversational Recommender Systems","created":"2024-08-30","cited_by_count":9,"area":null},{"id":"2208.03516","title":"Follow Me: Conversation Planning for Target-driven Recommendation Dialogue Systems","created":"2022-08-06","cited_by_count":8,"area":null},{"id":"2211.02848","title":"Aligning Recommendation and Conversation via Dual Imitation","created":"2022-11-05","cited_by_count":6,"area":null},{"id":"2403.06063","title":"Target-constrained Bidirectional Planning for Generation of Target-oriented Proactive Dialogue","created":"2024-03-10","cited_by_count":6,"area":null},{"id":"2412.02415","title":"Knowledge-Enhanced Conversational Recommendation via Transformer-based Sequential Modelling","created":"2024-12-03","cited_by_count":5,"area":null},{"id":"2412.06949","title":"Bridging Conversational and Collaborative Signals for Conversational Recommendation","created":"2024-12-09","cited_by_count":5,"area":null},{"id":"2212.07767","title":"COLA: Improving Conversational Recommender Systems by Collaborative Augmentation","created":"2022-12-15","cited_by_count":4,"area":null},{"id":"2208.08035","title":"EGCR: Explanation Generation for Conversational Recommendation","created":"2022-08-17","cited_by_count":2,"area":null},{"id":"2211.16858","title":"A Major Obstacle for NLP Research: Let's Talk about Time Allocation!","created":"2022-11-30","cited_by_count":1,"area":null},{"id":"2304.09093","title":"Improving Items and Contexts Understanding with Descriptive Graph for Conversational Recommendation","created":"2023-04-11","cited_by_count":1,"area":null},{"id":"2305.13725","title":"Conversational Recommendation as Retrieval: A Simple, Strong Baseline","created":"2023-05-23","cited_by_count":1,"area":null},{"id":"2504.13655","title":"Multi-Type Context-Aware Conversational Recommender Systems via Mixture-of-Experts","created":"2025-04-18","cited_by_count":1,"area":null},{"id":"2605.20195","title":"Pseudo-Siamese Network for Planning in Target-Oriented Proactive Dialogues","created":"2026-04-04","cited_by_count":1,"area":null},{"id":"2206.11813","title":"Chat, Shift and Perform: Bridging the Gap between Task-oriented and Non-task-oriented Dialog Systems","created":"2022-06-05","cited_by_count":0,"area":null},{"id":"2303.00311","title":"Modeling Multiple User Interests using Hierarchical Knowledge for Conversational Recommender System","created":"2023-03-01","cited_by_count":0,"area":null},{"id":"2303.05575","title":"Evaluating the Robustness of Conversational Recommender Systems by Adversarial Examples","created":"2023-03-09","cited_by_count":0,"area":null},{"id":"2311.08511","title":"CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation","created":"2023-11-14","cited_by_count":0,"area":null},{"id":"2408.10946","title":"Large Language Model Driven Recommendation","created":"2024-08-20","cited_by_count":0,"area":null},{"id":"2507.04722","title":"LumiCRS: Asymmetric Contrastive Prototype Learning for Long-Tail Conversational Recommender Systems","created":"2025-07-07","cited_by_count":0,"area":null},{"id":"2605.07613","title":"Intent-Driven Semantic ID Generation for Grounded Conversational News Recommendation","created":"2026-05-08","cited_by_count":0,"area":null}],"next_cursor":null}