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 2Contrastive language and vision learning of general fashion concepts Apr 8, 2022 Contrastive Learning Retrieval
Code Code Available 2FedRAG: A Framework for Fine-Tuning Retrieval-Augmented Generation Systems Jun 10, 2025 RAG Retrieval
Code Code Available 2RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards Oct 17, 2024 RAG Retrieval
Code Code Available 2ARES: An Automated Evaluation Framework for Retrieval-Augmented Generation Systems Nov 16, 2023 RAG Retrieval
Code Code Available 2A Replication Study of Dense Passage Retriever Apr 12, 2021 Open-Domain Question Answering Question Answering
Code Code Available 2Extended Mind Transformers Jun 4, 2024 Common Sense Reasoning counterfactual
Code Code Available 2RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering Jul 19, 2024 Domain Generalization Form
Code Code Available 2Exploring 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 2RAGViz: Diagnose and Visualize Retrieval-Augmented Generation Nov 4, 2024 Answer Generation GPU
Code Code Available 2FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation May 23, 2023 Form Language Modelling
Code Code Available 2RAM: Retrieval-Based Affordance Transfer for Generalizable Zero-Shot Robotic Manipulation Jul 5, 2024 Human-Object Interaction Detection Retrieval
Code Code Available 2Atlas: Few-shot Learning with Retrieval Augmented Language Models Aug 5, 2022 Fact Checking Few-Shot Learning
Code Code Available 2Evaluating RAG-Fusion with RAGElo: an Automated Elo-based Framework Jun 20, 2024 Hallucination Question Answering
Code Code Available 2Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models Sep 14, 2024 parameter-efficient fine-tuning Privacy Preserving
Code Code Available 2Evaluation of Retrieval-Augmented Generation: A Survey May 13, 2024 Information Retrieval RAG
Code Code Available 2Enhancing Retrieval-Augmented Generation: A Study of Best Practices Jan 13, 2025 In-Context Learning RAG
Code Code Available 2EraRAG: Efficient and Incremental Retrieval Augmented Generation for Growing Corpora Jun 26, 2025 Graph Reconstruction RAG
Code Code Available 2Composed Image Retrieval for Remote Sensing May 24, 2024 Composed Image Retrieval (CoIR) Descriptive
Code Code Available 2Explore the Limits of Omni-modal Pretraining at Scale Jun 13, 2024 Language Modeling Language Modelling
Code Code Available 2Composed Video Retrieval via Enriched Context and Discriminative Embeddings Mar 25, 2024 Composed Video Retrieval (CoVR) Retrieval
Code Code Available 2Comprehending and Ordering Semantics for Image Captioning Jun 14, 2022 Cross-Modal Retrieval Image Captioning
Code Code Available 2Recurrent Context Compression: Efficiently Expanding the Context Window of LLM Jun 10, 2024 Long-Context Understanding Question Answering
Code Code Available 2An Efficient Post-hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval Jun 13, 2024 Contrastive Learning Image Retrieval
Code Code Available 2Relevance-guided Supervision for OpenQA with ColBERT Jul 1, 2020 Natural Questions Open-Domain Question Answering
Code Code Available 2Empowering Large Language Models to Set up a Knowledge Retrieval Indexer via Self-Learning May 27, 2024 Question Answering RAG
Code Code Available 2Egocentric Video-Language Pretraining @ EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022 Jul 4, 2022 Language Modeling Language Modelling
Code Code Available 2RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Jun 19, 2023 Classification Cross-Modal Retrieval
Code Code Available 2Enabling Large Language Models to Generate Text with Citations May 24, 2023 Hallucination Retrieval
Code Code Available 2ARAGOG: Advanced RAG Output Grading Apr 1, 2024 Document Embedding Language Modeling
Code Code Available 2RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval Sep 16, 2024 CPU GPU
Code Code Available 2Egocentric Video-Language Pretraining Jun 3, 2022 Action Recognition Contrastive Learning
Code Code Available 2Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval Apr 21, 2022 Cross-Modal Retrieval Image 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 2Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs Oct 10, 2024 Active Learning Language Modeling
Code Code Available 2Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation Jul 13, 2023 Retrieval Video Generation
Code Code Available 2Efficient Inverted Indexes for Approximate Retrieval over Learned Sparse Representations Apr 29, 2024 Retrieval Text Retrieval
Code Code Available 2Efficient Multi-Vector Dense Retrieval Using Bit Vectors Apr 3, 2024 Quantization Retrieval
Code Code Available 2Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG Mar 3, 2025 RAG Retrieval
Code Code Available 2Retrieval-Augmented Score Distillation for Text-to-3D Generation Feb 5, 2024 3D Generation 3D geometry
Code Code Available 2EarthLoc: Astronaut Photography Localization by Indexing Earth from Space Mar 11, 2024 Data Augmentation Disaster Response
Code Code Available 2DynamicRAG: Leveraging Outputs of Large Language Model as Feedback for Dynamic Reranking in Retrieval-Augmented Generation May 12, 2025 Language Modeling Language Modelling
Code Code Available 2Retrieval is Accurate Generation Feb 27, 2024 Language Modeling Language Modelling
Code Code Available 2Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval Oct 27, 2022 Language Modeling Language Modelling
Code Code Available 2DRAGIN: Dynamic Retrieval Augmented Generation based on the Information Needs of Large Language Models Mar 15, 2024 RAG Retrieval
Code Code Available 2Duoduo CLIP: Efficient 3D Understanding with Multi-View Images Jun 17, 2024 GPU Object
Code Code Available 2Contrastive Audio-Visual Masked Autoencoder Oct 2, 2022 Audio Classification Audio Tagging
Code Code Available 2ECG-Chat: A Large ECG-Language Model for Cardiac Disease Diagnosis Aug 16, 2024 Contrastive Learning Diagnostic
Code Code Available 2Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations Jun 10, 2021 Instance Segmentation object-detection
Code Code Available 2EfficientRAG: Efficient Retriever for Multi-Hop Question Answering Aug 8, 2024 Multi-hop Question Answering Question Answering
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