Retrieval-Augmented Generation for AI-Generated Content: A Survey Feb 29, 2024 Information Retrieval Large Language Model
Code Code Available 5Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities Feb 2, 2024 Acoustic Scene Classification Audio captioning
Code Code Available 5RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Jan 31, 2024 Question Answering Retrieval
Code Code Available 5Chatlaw: A Multi-Agent Collaborative Legal Assistant with Knowledge Graph Enhanced Mixture-of-Experts Large Language Model Jun 28, 2023 Hallucination Knowledge Graphs
Code Code Available 5ImageBind: One Embedding Space To Bind Them All May 9, 2023 All Cross-Modal Retrieval
Code Code Available 5Chinese CLIP: Contrastive Vision-Language Pretraining in Chinese Nov 2, 2022 Contrastive Learning image-classification
Code Code Available 5BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Jan 28, 2022 Image Captioning Image-text matching
Code Code Available 5From Web Search towards Agentic Deep Research: Incentivizing Search with Reasoning Agents Jun 23, 2025 Information Retrieval Retrieval
Code Code Available 4DeepResearch Bench: A Comprehensive Benchmark for Deep Research Agents Jun 13, 2025 Information Retrieval Retrieval
Code Code Available 4A Survey of LLM DATA May 24, 2025 Large Language Model Management
Code Code Available 4R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning May 22, 2025 Memorization RAG
Code Code Available 4SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis May 22, 2025 Diversity Information Retrieval
Code Code Available 4s3: You Don't Need That Much Data to Train a Search Agent via RL May 20, 2025 RAG Reinforcement Learning (RL)
Code Code Available 4OnPrem.LLM: A Privacy-Conscious Document Intelligence Toolkit May 12, 2025 GPU Privacy Preserving
Code Code Available 4FG-CLIP: Fine-Grained Visual and Textual Alignment May 8, 2025 Image-text Retrieval object-detection
Code Code Available 4Tevatron 2.0: Unified Document Retrieval Toolkit across Scale, Language, and Modality May 5, 2025 Retrieval
Code Code Available 4Retrieval-Augmented Generation with Hierarchical Knowledge Mar 13, 2025 Multi-hop Question Answering Question Answering
Code Code Available 4VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary Mar 12, 2025 EgoSchema Retrieval
Code Code Available 4Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models Mar 11, 2025 Form Information Retrieval
Code Code Available 4DeepRetrieval: Hacking Real Search Engines and Retrievers with Large Language Models via Reinforcement Learning Feb 28, 2025 Information Retrieval reinforcement-learning
Code Code Available 4ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents Feb 25, 2025 Question Answering RAG
Code Code Available 4Rankify: A Comprehensive Python Toolkit for Retrieval, Re-Ranking, and Retrieval-Augmented Generation Feb 4, 2025 Benchmarking Information Retrieval
Code Code Available 4ReARTeR: Retrieval-Augmented Reasoning with Trustworthy Process Rewarding Jan 14, 2025 RAG Retrieval
Code Code Available 4MOS: Model Surgery for Pre-Trained Model-Based Class-Incremental Learning Dec 12, 2024 class-incremental learning Class Incremental Learning
Code Code Available 4Gated Delta Networks: Improving Mamba2 with Delta Rule Dec 9, 2024 Common Sense Reasoning Language Modeling
Code Code Available 4Multimodal Whole Slide Foundation Model for Pathology Nov 29, 2024 Cross-Modal Retrieval model
Code Code Available 4LLM2CLIP: Powerful Language Model Unlocks Richer Visual Representation Nov 7, 2024 Contrastive Learning Image Captioning
Code Code Available 4TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling Oct 31, 2024 Deep Learning Retrieval
Code Code Available 4When Does Perceptual Alignment Benefit Vision Representations? Oct 14, 2024 Depth Estimation Image Generation
Code Code Available 4VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents Oct 14, 2024 RAG Retrieval
Code Code Available 4EasyRAG: Efficient Retrieval-Augmented Generation Framework for Automated Network Operations Oct 14, 2024 Answer Generation Question Answering
Code Code Available 4DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads Oct 14, 2024 GPU Quantization
Code Code Available 4Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval Sep 14, 2024 Contrastive Learning Image Retrieval
Code Code Available 4Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation Aug 8, 2024 Chunking Fact Checking
Code Code Available 4Improving Retrieval-Augmented Generation in Medicine with Iterative Follow-up Questions Aug 1, 2024 Medical Question Answering MedQA
Code Code Available 4Goldfish: Vision-Language Understanding of Arbitrarily Long Videos Jul 17, 2024 Retrieval Video Understanding
Code Code Available 4Halu-J: Critique-Based Hallucination Judge Jul 17, 2024 Evidence Selection Hallucination
Code Code Available 4Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling Jun 11, 2024 4k Language Modeling
Code Code Available 4COS-Mix: Cosine Similarity and Distance Fusion for Improved Information Retrieval Jun 2, 2024 Information Retrieval RAG
Code Code Available 4Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention Apr 10, 2024 Book summarization Language Modeling
Code Code Available 4Symbolic Prompt Program Search: A Structure-Aware Approach to Efficient Compile-Time Prompt Optimization Apr 2, 2024 RAG Retrieval
Code Code Available 4Long-CLIP: Unlocking the Long-Text Capability of CLIP Mar 22, 2024 Image Generation Image Retrieval
Code Code Available 4Panda-70M: Captioning 70M Videos with Multiple Cross-Modality Teachers Feb 29, 2024 Retrieval Text Retrieval
Code Code Available 4Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering Feb 26, 2024 Evidence Selection Open-Ended Question Answering
Code Code Available 42D Matryoshka Sentence Embeddings Feb 22, 2024 RAG Representation Learning
Code Code Available 4Benchmarking Retrieval-Augmented Generation for Medicine Feb 20, 2024 Benchmarking Information Retrieval
Code Code Available 4Generative Representational Instruction Tuning Feb 15, 2024 Language Modeling Language Modelling
Code Code Available 4G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering Feb 12, 2024 Common Sense Reasoning Graph Classification
Code Code Available 4Bryndza at ClimateActivism 2024: Stance, Target and Hate Event Detection via Retrieval-Augmented GPT-4 and LLaMA Feb 9, 2024 Event Detection Hate Speech Detection
Code Code Available 4Retrieval-Augmented Generation for Large Language Models: A Survey Dec 18, 2023 Hallucination RAG
Code Code Available 4