| RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval | Feb 28, 2024 | RAGRetrieval | CodeCode Available | 1 |
| Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation | Feb 28, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 2 |
| JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability | Feb 27, 2024 | GPUInformation Retrieval | CodeCode Available | 0 |
| Follow My Instruction and Spill the Beans: Scalable Data Extraction from Retrieval-Augmented Generation Systems | Feb 27, 2024 | Instruction FollowingRAG | CodeCode Available | 1 |
| REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering | Feb 27, 2024 | Open-Domain Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Evaluating Very Long-Term Conversational Memory of LLM Agents | Feb 27, 2024 | AvgDialogue Generation | CodeCode Available | 1 |
| Retrieval Augmented Generation Systems: Automatic Dataset Creation, Evaluation and Boolean Agent Setup | Feb 26, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embedding Fine-tuning | Feb 26, 2024 | Retrieval-augmented GenerationTriplet | CodeCode Available | 1 |
| A Fine-tuning Enhanced RAG System with Quantized Influence Measure as AI Judge | Feb 26, 2024 | Chatbotparameter-efficient fine-tuning | —Unverified | 0 |
| From RAGs to riches: Using large language models to write documents for clinical trials | Feb 26, 2024 | RAGRetrieval | —Unverified | 0 |
| RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering | Feb 26, 2024 | FormOpen-Domain Question Answering | CodeCode Available | 2 |
| Evaluating Robustness of Generative Search Engine on Adversarial Factual Questions | Feb 25, 2024 | RetrievalRetrieval-augmented Generation | —Unverified | 0 |
| Citation-Enhanced Generation for LLM-based Chatbots | Feb 25, 2024 | ChatbotCitation Prediction | CodeCode Available | 1 |
| Self-Retrieval: End-to-End Information Retrieval with One Large Language Model | Feb 23, 2024 | Information RetrievalLanguage Modeling | CodeCode Available | 1 |
| The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG) | Feb 23, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Causal Graph Discovery with Retrieval-Augmented Generation based Large Language Models | Feb 23, 2024 | Causal InferenceRetrieval | —Unverified | 0 |
| Assessing generalization capability of text ranking models in Polish | Feb 22, 2024 | Domain GeneralizationInformation Retrieval | —Unverified | 0 |
| ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents | Feb 21, 2024 | Active LearningPosition | CodeCode Available | 2 |
| ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling | Feb 21, 2024 | MMLURetrieval | CodeCode Available | 0 |
| FormulaReasoning: A Dataset for Formula-Based Numerical Reasoning | Feb 20, 2024 | Data AugmentationHigh School Physics | CodeCode Available | 0 |
| FinBen: A Holistic Financial Benchmark for Large Language Models | Feb 20, 2024 | Question AnsweringRAG | CodeCode Available | 4 |
| Benchmarking Retrieval-Augmented Generation for Medicine | Feb 20, 2024 | BenchmarkingInformation Retrieval | CodeCode Available | 4 |
| FeB4RAG: Evaluating Federated Search in the Context of Retrieval Augmented Generation | Feb 19, 2024 | BenchmarkingChatbot | —Unverified | 0 |
| Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge | Feb 19, 2024 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Unveiling the Magic: Investigating Attention Distillation in Retrieval-augmented Generation | Feb 19, 2024 | RetrievalRetrieval-augmented Generation | —Unverified | 0 |