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Knowledge-Enhanced Conversational Recommendation via Transformer-Based Sequential Modeling
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/pra2.15openalex-snapshot
Proactive identification of query failure
inferredcites →https://doi.org/10.1007/978-0-387-85820-3_6openalex-snapshot
Developing Constraint-based Recommenders
inferredcites →https://doi.org/10.1007/978-3-030-23525-3_16openalex-snapshot
An Approach to Conversational Recommendation of Restaurants
inferredcites →https://doi.org/10.1007/978-3-031-02326-2_5openalex-snapshot
Applying Task Information for Search and Recommendations
inferredcites →https://doi.org/10.1007/978-3-319-93417-4_38openalex-snapshot
Modeling Relational Data with Graph Convolutional Networks
inferredcites →https://doi.org/10.1016/0957-4174(95)00011-wopenalex-snapshot
Cases, Scripts, and Information-Seeking Strategies: On the Design of Interactive Information Retrieval Systems
inferredcites →https://doi.org/10.1016/j.aiopen.2021.06.002openalex-snapshot
Advances and challenges in conversational recommender systems: A survey
inferredcites →https://doi.org/10.1016/j.aiopen.2022.10.001openalex-snapshot
A survey of transformers
inferredcites →https://doi.org/10.1016/j.eswa.2016.02.013openalex-snapshot
Interactive recommender systems: A survey of the state of the art and future research challenges and opportunities
inferredcites →https://doi.org/10.1016/j.ipm.2022.103176openalex-snapshot
Asking Clarifying Questions: To benefit or to disturb users in Web search?
inferredcites →https://doi.org/10.1016/j.websem.2009.07.002openalex-snapshot
DBpedia - A crystallization point for the Web of Data
inferredcites →https://doi.org/10.1016/s0306-4573(00)00043-1openalex-snapshot
Questions as a factor in Web search strategy
inferredcites →https://doi.org/10.1109/iciteed.2016.7863246openalex-snapshot
Optimized A-Star algorithm in hexagon-based environment using parallel bidirectional search
inferredcites →https://doi.org/10.1109/ijcnn55064.2022.9892470openalex-snapshot
Keyword-guided Topic-oriented Conversational Recommender System
inferredcites →https://doi.org/10.1109/taslp.2019.2944078openalex-snapshot
Low-Rank and Locality Constrained Self-Attention for Sequence Modeling
inferredcites →https://doi.org/10.1109/tkde.2020.3008563openalex-snapshot
Topic-Guided Conversational Recommender in Multiple Domains
inferredcites →https://doi.org/10.1109/tkde.2020.3028705openalex-snapshot
A Survey on Knowledge Graph-Based Recommender Systems
inferredcites →https://doi.org/10.1109/tnnls.2021.3070843openalex-snapshot
A Survey on Knowledge Graphs: Representation, Acquisition, and Applications
inferredcites →https://doi.org/10.1145/1297231.1297246openalex-snapshot
Conversational recommenders with adaptive suggestions
inferredcites →https://doi.org/10.1145/1557914.1557930openalex-snapshot
Improving recommender systems with adaptive conversational strategies
inferredcites →https://doi.org/10.1145/2505515.2505690openalex-snapshot
Interactive collaborative filtering
inferredcites →https://doi.org/10.1145/2556288.2557069openalex-snapshot
Choice-based preference elicitation for collaborative filtering recommender systems
inferredcites →https://doi.org/10.1145/2792838.2799681openalex-snapshot
Improving the User Experience during Cold Start through Choice-Based Preference Elicitation
inferredcites →https://doi.org/10.1145/2939672.2939746openalex-snapshot
Towards Conversational Recommender Systems
inferredcites →https://doi.org/10.1145/3001837openalex-snapshot
Interacting with Recommenders—Overview and Research Directions
inferredcites →https://doi.org/10.1145/3020165.3020183openalex-snapshot
A Theoretical Framework for Conversational Search
inferredcites →https://doi.org/10.1145/3209978.3210002openalex-snapshot
Conversational Recommender System
inferredcites →https://doi.org/10.1145/3240323.3240352openalex-snapshot
Preference elicitation as an optimization problem
inferredcites →https://doi.org/10.1145/3269206.3271776openalex-snapshot
Towards Conversational Search and Recommendation
inferredcites →https://doi.org/10.1145/3292500.3330991openalex-snapshot
A Visual Dialog Augmented Interactive Recommender System
inferredcites →https://doi.org/10.1145/3298689.3347009openalex-snapshot
Deep language-based critiquing for recommender systems
inferredcites →https://doi.org/10.1145/3331184.3331265openalex-snapshot
Asking Clarifying Questions in Open-Domain Information-Seeking Conversations
inferredcites →https://doi.org/10.1145/3336191.3371769openalex-snapshot
Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems
inferredcites →https://doi.org/10.1145/3340531.3412098openalex-snapshot
Leveraging Historical Interaction Data for Improving Conversational Recommender System
inferredcites →https://doi.org/10.1145/3357384.3357889openalex-snapshot
Enhancing Conversational Dialogue Models with Grounded Knowledge
inferredcites →https://doi.org/10.1145/3357384.3357923openalex-snapshot
MusicBot: Evaluating Critiquing-Based Music Recommenders with Conversational Interaction
inferredcites →https://doi.org/10.1145/3357384.3357939openalex-snapshot
Conversational Product Search Based on Negative Feedback
inferredcites →https://doi.org/10.1145/3366423.3380193openalex-snapshot
Leading Conversational Search by Suggesting Useful Questions
inferredcites →https://doi.org/10.1145/3394486.3403143openalex-snapshot
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
inferredcites →https://doi.org/10.1145/3394486.3403258openalex-snapshot
Interactive Path Reasoning on Graph for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3397271.3401180openalex-snapshot
Towards Question-based Recommender Systems
inferredcites →https://doi.org/10.1145/3397271.3401200openalex-snapshot
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval
inferredcites →https://doi.org/10.1145/3404835.3462839openalex-snapshot
Learning to Ask Appropriate Questions in Conversational Recommendation
inferredcites →https://doi.org/10.1145/3404835.3462913openalex-snapshot
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning
inferredcites →https://doi.org/10.1145/3404835.3463011openalex-snapshot
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals
inferredcites →https://doi.org/10.1145/3446427openalex-snapshot
Seamlessly Unifying Attributes and Items: Conversational Recommendation for Cold-start Users
inferredcites →https://doi.org/10.1145/3453154openalex-snapshot
A Survey on Conversational Recommender Systems
inferredcites →https://doi.org/10.1145/3460231.3475942openalex-snapshot
Generation-based vs. Retrieval-based Conversational Recommendation: A User-Centric Comparison
inferredcites →https://doi.org/10.1145/3477495.3531844openalex-snapshot
Learning to Infer User Implicit Preference in Conversational Recommendation
inferredcites →https://doi.org/10.1145/3477495.3531852openalex-snapshot
Improving Conversational Recommender Systems via Transformer-based Sequential Modelling
inferredcites →https://doi.org/10.1145/3477495.3532074openalex-snapshot
User-Centric Conversational Recommendation with Multi-Aspect User Modeling
inferredcites →https://doi.org/10.1145/3477495.3532077openalex-snapshot
Variational Reasoning about User Preferences for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3485447.3512088openalex-snapshot
Multiple Choice Questions based Multi-Interest Policy Learning for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3487075.3487149openalex-snapshot
Conversation Recommender System Based on Knowledge Graph and Time-series Feature
inferredcites →https://doi.org/10.1145/3497875openalex-snapshot
A Re-classification of Information Seeking Tasks and Their Computational Solutions
inferredcites →https://doi.org/10.1145/3502223.3502225openalex-snapshot
Knowledge-Based Conversational Recommender Systems Enhanced by Dialogue Policy Learning
inferredcites →https://doi.org/10.1145/3534678.3539382openalex-snapshot
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
inferredcites →https://doi.org/10.1145/3539597.3570426openalex-snapshot
Variational Reasoning over Incomplete Knowledge Graphs for Conversational Recommendation
inferredcites →https://doi.org/10.1145/3555371openalex-snapshot
Learning to Ask: Conversational Product Search via Representation Learning
inferredcites →https://doi.org/10.1145/3570640openalex-snapshot
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems
inferredcites →https://doi.org/10.1145/3626772.3657843openalex-snapshot
Towards Human-centered Proactive Conversational Agents
inferredcites →https://doi.org/10.1145/564376.564421openalex-snapshot
Methods and metrics for cold-start recommendations
inferredcites →https://doi.org/10.1145/604045.604052openalex-snapshot
Towards more conversational and collaborative recommender systems
inferredcites →https://doi.org/10.1177/107769905303000401openalex-snapshot
“Cloze Procedure”: A New Tool for Measuring Readability
inferredcites →https://doi.org/10.1609/aaai.v28i1.8870openalex-snapshot
Knowledge Graph Embedding by Translating on Hyperplanes
inferredcites →https://doi.org/10.1609/aaai.v29i1.9491openalex-snapshot
Learning Entity and Relation Embeddings for Knowledge Graph Completion
inferredcites →https://doi.org/10.1609/aaai.v30i1.10314openalex-snapshot
Holographic Embeddings of Knowledge Graphs
inferredcites →https://doi.org/10.1609/aaai.v31i1.11164openalex-snapshot
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge
inferredcites →https://doi.org/10.1609/aaai.v34i03.5684openalex-snapshot
Commonsense Knowledge Base Completion with Structural and Semantic Context
inferredcites →https://doi.org/10.1609/aaai.v34i05.6353openalex-snapshot
Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement
inferredcites →https://doi.org/10.1609/aaai.v35i16.17689openalex-snapshot
Discovering New Intents with Deep Aligned Clustering
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.98openalex-snapshot
Towards Conversational Recommendation over Multi-Type Dialogs
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.365openalex-snapshot
Towards Topic-Guided Conversational Recommender System
inferredcites →https://doi.org/10.18653/v1/2020.coling-main.369openalex-snapshot
Suggest me a movie for tonight: Leveraging Knowledge Graphs for Conversational Recommendation
inferredcites →https://doi.org/10.18653/v1/2020.findings-emnlp.215openalex-snapshot
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.139openalex-snapshot
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.355openalex-snapshot
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.397openalex-snapshot
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.617openalex-snapshot
Learning Neural Templates for Recommender Dialogue System
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.163openalex-snapshot
High-Quality Dialogue Diversification by Intermittent Short Extension Ensembles
inferredcites →https://doi.org/10.18653/v1/2021.findings-acl.99openalex-snapshot
RevCore: Review-Augmented Conversational Recommendation
inferredcites →https://doi.org/10.18653/v1/2021.findings-emnlp.94openalex-snapshot
KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals
inferredcites →https://doi.org/10.18653/v1/2021.naacl-main.221openalex-snapshot
Edge: Enriching Knowledge Graph Embeddings with External Text
inferredcites →https://doi.org/10.18653/v1/2022.findings-naacl.4openalex-snapshot
Improving Conversational Recommendation Systems’ Quality with Context-Aware Item Meta-Information
inferredcites →https://doi.org/10.18653/v1/2022.nlp4convai-1.17openalex-snapshot
Toward Knowledge-Enriched Conversational Recommendation Systems
inferredcites →https://doi.org/10.18653/v1/d18-1221openalex-snapshot
Mapping Text to Knowledge Graph Entities using Multi-Sense LSTMs
inferredcites →https://doi.org/10.18653/v1/d18-1455openalex-snapshot
Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text
inferredcites →https://doi.org/10.18653/v1/d19-1189openalex-snapshot
Towards Knowledge-Based Recommender Dialog System
inferredcites →https://doi.org/10.18653/v1/p18-4openalex-snapshot
Proceedings of ACL 2018, System Demonstrations
inferredcites →https://doi.org/10.3115/v1/d14-1067openalex-snapshot
Question Answering with Subgraph Embeddings
inferredcites →https://doi.org/10.3233/sw-140134openalex-snapshot
DBpedia – A large-scale, multilingual knowledge base extracted from Wikipedia
inferredcites →https://doi.org/10.34105/j.kmel.2010.02.028openalex-snapshot
Recommendation of complementary material during chat discussions
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/s11227-026-08560-zopenalex-snapshot
Natural language-driven data visualization using Kestrel AI: a novel algorithm for intelligent analytics
inferred← citeshttps://doi.org/10.1016/j.inffus.2025.103638openalex-snapshot
Multi-type context-aware conversational recommender systems via mixture-of-experts
inferred← citeshttps://doi.org/10.1109/iccica67008.2025.11337320openalex-snapshot
Conversational Summarization and Response Generation Using Transformer-based Language Models
inferred← citeshttps://doi.org/10.1109/ijcnn64981.2025.11227604openalex-snapshot
Improving Conversational Recommendation Systems through Analysis of Biased User History Samples
inferred← citeshttps://doi.org/10.1145/3701716.3719231openalex-snapshot
Retrieval Augmented Multi-agent Recommender
inferred← citeshttps://doi.org/10.1145/3726302.3729885openalex-snapshot
Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems
inferred← citeshttps://doi.org/10.1145/3726302.3729903openalex-snapshot
Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation
inferred← citeshttps://doi.org/10.1145/3726302.3730278openalex-snapshot
PSCon: Product Search Through Conversations
inferred← citeshttps://doi.org/10.1145/3742423openalex-snapshot
Utilizing Large Language Model for Conversational Information Seeking via Dual-Query Generation and Joint-Encoding
inferred← citeshttps://doi.org/10.1145/3746252.3761347openalex-snapshot
Linking Ordered and Orderless Modeling for Sequential Recommendation
inferred← citeshttps://doi.org/10.1145/3774904.3792152openalex-snapshot
Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation
inferred← citeshttps://doi.org/10.1145/3789264openalex-snapshot
CPGRec+: A Balance-Oriented Framework for Personalized Video Game Recommendations
inferred← citeshttps://doi.org/10.1145/3805712.3809538openalex-snapshot
CARD: Non-Uniform Quantization of Visual Semantic Unit for Generative Recommendation
inferred← citeshttps://doi.org/10.1145/3821536openalex-snapshot
CEILLM: Confidence-Aware Dynamic Fusion of Collaborative Embedding-Infused Large Language Models for Conversational Recommendation
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