Retrieval-Augmented Generation

Improving Covert Toxicity Detection by Retrieving and Generating References NAACL 2024 Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024 Improving Retrieval in Sponsored Search by Leveraging Query Context Signals EMNLP 2024 Incorporating Dialect Understanding Into LLM Using RAG and Prompt Engineering Techniques for Causal Commonsense Reasoning NAACL 2024 InFact: A Strong Baseline for Automated Fact-Checking EMNLP 2024 Large Language Models Know What is Key Visual Entity: An LLM-assisted Multimodal Retrieval for VQA EMNLP 2024 Learning to Plan for Retrieval-Augmented Large Language Models from Knowledge Graphs EMNLP 2024 Learning to Rank in Generative Retrieval AAAI 2024 LitSearch: A Retrieval Benchmark for Scientific Literature Search EMNLP 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 Long-Context Language Modeling with Parallel Context Encoding ACL 2024 LumberChunker: Long-Form Narrative Document Segmentation EMNLP 2024 Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation EMNLP 2024 MrRank: Improving Question Answering Retrieval System through Multi-Result Ranking Model ACL 2024 Nearest Neighbor Speculative Decoding for LLM Generation and Attribution NeurIPS 2024 News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024 Non-Referential Functions of Language in Social Agents: The Case of Social Proximity EACL 2024 Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation EMNLP 2024 One2Set + Large Language Model: Best Partners for Keyphrase Generation EMNLP 2024 Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024 Position Engineering: Boosting Large Language Models through Positional Information Manipulation EMNLP 2024 Provenance: A Light-weight Fact-checker for Retrieval Augmented LLM Generation Output EMNLP 2024 Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario EMNLP 2024 R2AG: Incorporating Retrieval Information into Retrieval Augmented Generation EMNLP 2024