retrieval-augmented generation

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024 Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024 BLU-SynTra: Distinguish Synergies and Trade-offs between Sustainable Development Goals Using Small Language Models COLING 2024 Boosting the Potential of Large Language Models with an Intelligent Information Assistant NeurIPS 2024 BordIRlines: A Dataset for Evaluating Cross-lingual Retrieval Augmented Generation EMNLP 2024 Bridging the Preference Gap between Retrievers and LLMs ACL 2024 BSharedRAG: Backbone Shared Retrieval-Augmented Generation for the E-commerce Domain EMNLP 2024 Building Certified Medical Chatbots: Overcoming Unstructured Data Limitations with Modular RAG COLING 2024 CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation ACL 2024 Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension ACL 2024 Can Large Language Models Enhance Predictions of Disease Progression? Investigating Through Disease Network Link Prediction EMNLP 2024 Can’t Remember Details in Long Documents? You Need Some R&R EMNLP 2024 Can We Instruct LLMs to Compensate for Position Bias? EMNLP 2024 Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ICLR 2024 Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models EMNLP 2024 Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ACL 2024 ChatQA: Surpassing GPT-4 on Conversational QA and RAG NeurIPS 2024 Citation-Enhanced Generation for LLM-based Chatbots ACL 2024 ClashEval: Quantifying the tug-of-war between an LLM’s internal prior and external evidence NeurIPS 2024 ClimRetrieve: A Benchmarking Dataset for Information Retrieval from Corporate Climate Disclosures EMNLP 2024 ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval ACL 2024 Combining Multiple Metrics for Evaluating Retrieval-Augmented Conversations NAACL 2024 CompAct: Compressing Retrieved Documents Actively for Question Answering EMNLP 2024 Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024 Constructing a Knowledge-Guided Mental Health Chatbot with LLMs ACML 2024