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arXiv-2024/10-Beyond-RAG: Question Identification and Answer Generation in Real-Time Conversations
CS(T)Customer SupportCustomer SupportRAGRetrieval-Augmented GenerationRetrieval-Augmented GenerationStatus: Open.#381 In BrambleXu/knowledge-graph-learning;WS-2024/09-RAG based Question-Answering for Contextual Response Prediction System
CS(T)Customer SupportCustomer SupportRAGRetrieval-Augmented GenerationRetrieval-Augmented GenerationStatus: Open.#380 In BrambleXu/knowledge-graph-learning;arXiv-2024/08-HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
KGKnowledge Graph Related (Construction and so on)Knowledge Graph Related (Construction and so on)RAGRetrieval-Augmented GenerationRetrieval-Augmented GenerationStatus: Open.#379 In BrambleXu/knowledge-graph-learning;arXiv-2023/08-Knowledge Graph Prompting for Multi-Document Question Answering
KGKnowledge Graph Related (Construction and so on)Knowledge Graph Related (Construction and so on)LLM(M)Large language modelsLarge language modelsStatus: Open.#378 In BrambleXu/knowledge-graph-learning;arXiv-2024/04-From Local to Global: A Graph RAG Approach to Query-Focused Summarization
KGKnowledge Graph Related (Construction and so on)Knowledge Graph Related (Construction and so on)RAGRetrieval-Augmented GenerationRetrieval-Augmented GenerationStatus: Open.#377 In BrambleXu/knowledge-graph-learning;arXiv-2024/06-A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
Finance(D)Financial DomainFinancial DomainLLM(M)Large language modelsLarge language modelsSurveySurvey/ReviewSurvey/ReviewStatus: Open.#376 In BrambleXu/knowledge-graph-learning;arXiv-2024/09-Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely
RAGRetrieval-Augmented GenerationRetrieval-Augmented GenerationSurveySurvey/ReviewSurvey/ReviewStatus: Open.#375 In BrambleXu/knowledge-graph-learning;- Status: Open.#374 In BrambleXu/knowledge-graph-learning;
PGAI-2023-LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking
LLM(M)Large language modelsLarge language modelsRecommendation(T)Recommendation TaskRecommendation TaskStatus: Open.#373 In BrambleXu/knowledge-graph-learning;arxiv-2024-A Survey on Large Language Models for Recommendation
LLM(M)Large language modelsLarge language modelsRecommendation(T)Recommendation TaskRecommendation TaskSurveySurvey/ReviewSurvey/ReviewStatus: Open.#372 In BrambleXu/knowledge-graph-learning;WSDM-2024/03-Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
LLM(M)Large language modelsLarge language modelsSurveySurvey/ReviewSurvey/ReviewStatus: Open.#371 In BrambleXu/knowledge-graph-learning;NONE-2024-LLM Memo
LLM(M)Large language modelsLarge language modelsStatus: Open.#370 In BrambleXu/knowledge-graph-learning;