FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Mar 22, 2024 Information Retrieval Retrieval
Code Code Available 25 Body Part-Based Representation Learning for Occluded Person Re-Identification Nov 7, 2022 Human Parsing Occluded Person Re-Identification
Code Code Available 25 Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement Mar 31, 2025 Hallucination RAG
Code Code Available 25 FLAIR: VLM with Fine-grained Language-informed Image Representations Dec 4, 2024 Language Modeling Language Modelling
Code Code Available 25 FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search May 20, 2021 Information Retrieval Retrieval
Code Code Available 25 Adapting Language Models to Compress Contexts May 24, 2023 In-Context Learning Language Modeling
Code Code Available 25 Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning Jan 25, 2025 Answer Generation Multi-agent Reinforcement Learning
Code Code Available 25 In-Context Retrieval-Augmented Language Models Jan 31, 2023 Language Modeling Language Modelling
Code Code Available 25 INQUIRE: A Natural World Text-to-Image Retrieval Benchmark Nov 4, 2024 Image Retrieval Reranking
Code Code Available 25 InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Jun 19, 2024 Denoising In-Context Learning
Code Code Available 25 Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions Dec 20, 2022 Hallucination Question Answering
Code Code Available 25 GENIUS: A Generative Framework for Universal Multimodal Search Mar 25, 2025 Information Retrieval Quantization
Code Code Available 25 Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Apr 19, 2023 Information Retrieval Passage Ranking
Code Code Available 25 iSEARLE: Improving Textual Inversion for Zero-Shot Composed Image Retrieval May 5, 2024 Benchmarking Composed Image Retrieval (CoIR)
Code Code Available 25 Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications Sep 11, 2023 Language Modeling Language Modelling
Code Code Available 25 LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation Jan 30, 2024 Hallucination Knowledge Distillation
Code Code Available 25 MLLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training Jul 31, 2024 RAG Reranking
Code Code Available 25 Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts Feb 24, 2025 Benchmarking Fact Verification
Code Code Available 25 Knowledge Representation Learning: A Quantitative Review Dec 28, 2018 General Classification Information Retrieval
Code Code Available 25 FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems Jun 10, 2025 RAG Retrieval
Code Code Available 25 Contrastive language and vision learning of general fashion concepts Apr 8, 2022 Contrastive Learning Retrieval
Code Code Available 25 FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" Sep 30, 2024 counterfactual Hallucination
Code Code Available 25 Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph Jan 24, 2025 Community Detection Hallucination
Code Code Available 25 Atlas: Few-shot Learning with Retrieval Augmented Language Models Aug 5, 2022 Fact Checking Few-Shot Learning
Code Code Available 25 Benchmarking Large Language Models in Retrieval-Augmented Generation Sep 4, 2023 Benchmarking counterfactual
Code Code Available 25 LARGE: Legal Retrieval Augmented Generation Evaluation Tool Apr 2, 2025 RAG Retrieval
Code Code Available 25 Lawyer LLaMA Technical Report May 24, 2023 Articles Hallucination
Code Code Available 25 LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Composed Image Retrieval Jul 11, 2024 Image Retrieval Image to text
Code Code Available 25 BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Apr 17, 2021 Argument Retrieval Benchmarking
Code Code Available 25 BEBLID: Boosted efficient binary local image descriptor Feb 7, 2024 Computational Efficiency Retrieval
Code Code Available 25 LevelRAG: Enhancing Retrieval-Augmented Generation with Multi-hop Logic Planning over Rewriting Augmented Searchers Feb 25, 2025 Multi-hop Question Answering Question Answering
Code Code Available 25 Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation Jul 13, 2023 Retrieval Video Generation
Code Code Available 25 AiSAQ: All-in-Storage ANNS with Product Quantization for DRAM-free Information Retrieval Apr 9, 2024 All Information Retrieval
Code Code Available 25 FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation May 23, 2023 Form Language Modelling
Code Code Available 25 Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval Apr 21, 2022 Cross-Modal Retrieval Image Retrieval
Code Code Available 25 Explore the Limits of Omni-modal Pretraining at Scale Jun 13, 2024 Language Modeling Language Modelling
Code Code Available 25 Exploring the best way for UAV visual localization under Low-altitude Multi-view Observation Condition: a Benchmark Mar 12, 2025 Image Retrieval Retrieval
Code Code Available 25 RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on Graphs Mar 25, 2025 Abstract generation
Code Code Available 25 AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark Dec 17, 2024 Information Retrieval Retrieval
Code Code Available 25 LongEmbed: Extending Embedding Models for Long Context Retrieval Apr 18, 2024 4k 8k
Code Code Available 25 Evaluation of Retrieval-Augmented Generation: A Survey May 13, 2024 Information Retrieval RAG
Code Code Available 25 Extended Mind Transformers Jun 4, 2024 Common Sense Reasoning counterfactual
Code Code Available 25 EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora Jun 26, 2025 Graph Reconstruction RAG
Code Code Available 25 Backtracing: Retrieving the Cause of the Query Mar 6, 2024 Information Retrieval Language Modeling
Code Code Available 25 Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages Oct 18, 2022 Information Retrieval Retrieval
Code Code Available 25 MASKSEARCH: A Universal Pre-Training Framework to Enhance Agentic Search Capability May 26, 2025 Multi-hop Question Answering Question Answering
Code Code Available 25 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search Mar 26, 2025 Decision Making RAG
Code Code Available 25 Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs Aug 6, 2024 Knowledge Graphs Natural Language Queries
Code Code Available 25 Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Jan 2, 2021 Claim Verification Question Answering
Code Code Available 25 Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework Jun 20, 2024 Hallucination Question Answering
Code Code Available 25