Baleen: Robust Multi-Hop Reasoning at Scale via Condensed Retrieval Jan 2, 2021 Claim Verification Question Answering
Code Code Available 2INQUIRE: A Natural World Text-to-Image Retrieval Benchmark Nov 4, 2024 Image Retrieval Reranking
Code Code Available 2LLM-based SPARQL Query Generation from Natural Language over Federated Knowledge Graphs Oct 8, 2024 Knowledge Graphs RAG
Code Code Available 2InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales Jun 19, 2024 Denoising In-Context Learning
Code Code Available 2Backtracing: Retrieving the Cause of the Query Mar 6, 2024 Information Retrieval Language Modeling
Code Code Available 2BEBLID: Boosted efficient binary local image descriptor Feb 7, 2024 Computational Efficiency Retrieval
Code Code Available 2InPars-v2: Large Language Models as Efficient Dataset Generators for Information Retrieval Jan 4, 2023 Information Retrieval Retrieval
Code Code Available 2Interactive Continual Learning: Fast and Slow Thinking Mar 5, 2024 Continual Learning Outlier Detection
Code Code Available 2Investigating the Role of Image Retrieval for Visual Localization -- An exhaustive benchmark May 31, 2022 Autonomous Driving Camera Pose Estimation
Code Code Available 2Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning Jan 25, 2025 Answer Generation Multi-agent Reinforcement Learning
Code Code Available 2Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models Jan 27, 2024 Medical Question Answering Multiple-choice
Code Code Available 2In-Context Retrieval-Augmented Language Models Jan 31, 2023 Language Modeling Language Modelling
Code Code Available 2Improving Diffusion Inverse Problem Solving with Decoupled Noise Annealing Jul 1, 2024 Denoising Image Restoration
Code Code Available 2InPars: Data Augmentation for Information Retrieval using Large Language Models Feb 10, 2022 Data Augmentation Diversity
Code Code Available 2Search and Refine During Think: Autonomous Retrieval-Augmented Reasoning of LLMs May 16, 2025 Retrieval
Code Code Available 2Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion May 4, 2022 Information Retrieval Knowledge Graph Completion
Code Code Available 2Active Retrieval Augmented Generation May 11, 2023 Retrieval Retrieval-augmented Generation
Code Code Available 2InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval Jul 10, 2023 GPU Information Retrieval
Code Code Available 2Investigating the Scalability of Approximate Sparse Retrieval Algorithms to Massive Datasets Jan 20, 2025 Retrieval
Code Code Available 2AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Oct 3, 2024 AutoML Code Generation
Code Code Available 2DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model Aug 1, 2024 Articles Hallucination
Code Code Available 2Autonomous GIS: the next-generation AI-powered GIS May 10, 2023 Code Generation Information Retrieval
Code Code Available 2Huatuo-26M, a Large-scale Chinese Medical QA Dataset May 2, 2023 Language Modeling Language Modelling
Code Code Available 2Hopfield Networks is All You Need Jul 16, 2020 All Drug Design
Code Code Available 2HM-RAG: Hierarchical Multi-Agent Multimodal Retrieval Augmented Generation Apr 13, 2025 Multimodal Reasoning RAG
Code Code Available 2HourVideo: 1-Hour Video-Language Understanding Nov 7, 2024 Benchmarking counterfactual
Code Code Available 2Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation May 22, 2024 Informativeness Language Modeling
Code Code Available 2How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions Jul 6, 2024 Question Answering RAG
Code Code Available 2Grounding Language Models to Images for Multimodal Inputs and Outputs Jan 31, 2023 Image Retrieval In-Context Learning
Code Code Available 2AudioSetCaps: An Enriched Audio-Caption Dataset using Automated Generation Pipeline with Large Audio and Language Models Nov 28, 2024 Audio captioning Audio to Text Retrieval
Code Code Available 2RGL: A Graph-Centric, Modular Framework for Efficient Retrieval-Augmented Generation on Graphs Mar 25, 2025 Abstract generation
Code Code Available 2ActiveRAG: Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents Feb 21, 2024 Active Learning Position
Code Code Available 2Autoregressive Search Engines: Generating Substrings as Document Identifiers Apr 22, 2022 Information Retrieval Retrieval
Code Code Available 2Hello Again! LLM-powered Personalized Agent for Long-term Dialogue Jun 9, 2024 Response Generation Retrieval
Code Code Available 2Is ChatGPT Good at Search? Investigating Large Language Models as Re-Ranking Agents Apr 19, 2023 Information Retrieval Passage Ranking
Code Code Available 2Generating Images with Multimodal Language Models May 26, 2023 Decoder Image Generation
Code Code Available 2GENIUS: A Generative Framework for Universal Multimodal Search Mar 25, 2025 Information Retrieval Quantization
Code Code Available 2Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Apr 12, 2024 Contrastive Learning Retrieval
Code Code Available 2Generating Benchmarks for Factuality Evaluation of Language Models Jul 13, 2023 Language Modeling Language Modelling
Code Code Available 2A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions Nov 9, 2023 Hallucination Information Retrieval
Code Code Available 2MLLM 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 2VeCLIP: Improving CLIP Training via Visual-enriched Captions Oct 11, 2023 Image-text Retrieval Retrieval
Code Code Available 2GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information Apr 19, 2023 In-Context Learning Retrieval
Code Code Available 2GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music Oct 11, 2020 Information Retrieval Music Information Retrieval
Code Code Available 2A Survey of Large Language Model Empowered Agents for Recommendation and Search: Towards Next-Generation Information Retrieval Mar 7, 2025 Information Retrieval Language Modeling
Code Code Available 2FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Mar 22, 2024 Information Retrieval Retrieval
Code Code Available 2FreshDiskANN: A Fast and Accurate Graph-Based ANN Index for Streaming Similarity Search May 20, 2021 Information Retrieval Retrieval
Code Code Available 2FLAIR: VLM with Fine-grained Language-informed Image Representations Dec 4, 2024 Language Modeling Language Modelling
Code Code Available 2Associative Recurrent Memory Transformer Jul 5, 2024 Retrieval
Code Code Available 2Fine-grained Image Captioning with CLIP Reward May 26, 2022 Caption Generation Descriptive
Code Code Available 2