| Multi-Meta-RAG: Improving RAG for Multi-Hop Queries using Database Filtering with LLM-Extracted Metadata | Jun 19, 2024 | RAGRetrieval | CodeCode Available | 1 |
| Unified Active Retrieval for Retrieval Augmented Generation | Jun 18, 2024 | RAGRetrieval | CodeCode Available | 1 |
| TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation | Jun 17, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| Language Modeling with Editable External Knowledge | Jun 17, 2024 | ArticlesLanguage Modeling | CodeCode Available | 1 |
| DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation | Jun 9, 2024 | Common Sense ReasoningDenoising | CodeCode Available | 1 |
| RATT: A Thought Structure for Coherent and Correct LLM Reasoning | Jun 4, 2024 | Decision MakingFact Checking | CodeCode Available | 1 |
| An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation | Jun 3, 2024 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training | May 31, 2024 | HallucinationMulti-Task Learning | CodeCode Available | 1 |
| One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models | May 30, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| Toward Conversational Agents with Context and Time Sensitive Long-term Memory | May 29, 2024 | FormInformation Retrieval | CodeCode Available | 1 |
| Video Enriched Retrieval Augmented Generation Using Aligned Video Captions | May 27, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| ECG Semantic Integrator (ESI): A Foundation ECG Model Pretrained with LLM-Enhanced Cardiological Text | May 26, 2024 | Arrhythmia DetectionRAG | CodeCode Available | 1 |
| SynthAI: A Multi Agent Generative AI Framework for Automated Modular HLS Design Generation | May 25, 2024 | High-Level SynthesisRAG | CodeCode Available | 1 |
| Certifiably Robust RAG against Retrieval Corruption | May 24, 2024 | RAGRetrieval | CodeCode Available | 1 |
| G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models | May 23, 2024 | Photo geolocation estimationRAG | CodeCode Available | 1 |
| The 2nd FutureDial Challenge: Dialog Systems with Retrieval Augmented Generation (FutureDial-RAG) | May 21, 2024 | HallucinationRAG | CodeCode Available | 1 |
| ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization | May 6, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine | May 1, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Studying Large Language Model Behaviors Under Context-Memory Conflicts With Real Documents | Apr 24, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| LLMs Know What They Need: Leveraging a Missing Information Guided Framework to Empower Retrieval-Augmented Generation | Apr 22, 2024 | HallucinationRAG | CodeCode Available | 1 |
| Evaluating Retrieval Quality in Retrieval-Augmented Generation | Apr 21, 2024 | GPULanguage Modeling | CodeCode Available | 1 |
| Dubo-SQL: Diverse Retrieval-Augmented Generation and Fine Tuning for Text-to-SQL | Apr 19, 2024 | RAGRetrieval | CodeCode Available | 1 |
| ClashEval: Quantifying the tug-of-war between an LLM's internal prior and external evidence | Apr 16, 2024 | Question AnsweringRAG | CodeCode Available | 1 |
| Spiral of Silence: How is Large Language Model Killing Information Retrieval? -- A Case Study on Open Domain Question Answering | Apr 16, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation | Apr 10, 2024 | AllRAG | CodeCode Available | 1 |
