RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment Dec 18, 2024 Benchmarking RAG
Code Code Available 1Rango: Adaptive Retrieval-Augmented Proving for Automated Software Verification Dec 18, 2024 Retrieval
Code Code Available 1Knowledge Editing with Dynamic Knowledge Graphs for Multi-Hop Question Answering Dec 18, 2024 graph construction knowledge editing
Code Code Available 1FlashVTG: Feature Layering and Adaptive Score Handling Network for Video Temporal Grounding Dec 18, 2024 Highlight Detection Moment Retrieval
Code Code Available 1EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generation Dec 17, 2024 Question Answering RAG
Code Code Available 1RA-SGG: Retrieval-Augmented Scene Graph Generation Framework via Multi-Prototype Learning Dec 17, 2024 Graph Generation Multi-Label Classification
Code Code Available 1CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval Dec 17, 2024 Contrastive Learning Information Retrieval
Code Code Available 1Wonderful Matrices: Combining for a More Efficient and Effective Foundation Model Architecture Dec 16, 2024 Mixture-of-Experts Position
Code Code Available 1SpeechPrune: Context-aware Token Pruning for Speech Information Retrieval Dec 16, 2024 Form Information Retrieval
Code Code Available 1RAG Playground: A Framework for Systematic Evaluation of Retrieval Strategies and Prompt Engineering in RAG Systems Dec 16, 2024 Prompt Engineering RAG
Code Code Available 1RETQA: A Large-Scale Open-Domain Tabular Question Answering Dataset for Real Estate Sector Dec 13, 2024 In-Context Learning Question Answering
Code Code Available 1Multimodal Music Generation with Explicit Bridges and Retrieval Augmentation Dec 12, 2024 cross-modal alignment Multimodal Music Generation
Code Code Available 1USDRL: Unified Skeleton-Based Dense Representation Learning with Multi-Grained Feature Decorrelation Dec 12, 2024 Action Detection Action Recognition
Code Code Available 1A Flexible Plug-and-Play Module for Generating Variable-Length Dec 12, 2024 Deep Hashing Image Retrieval
Code Code Available 1Adapting to Non-Stationary Environments: Multi-Armed Bandit Enhanced Retrieval-Augmented Generation on Knowledge Graphs Dec 10, 2024 Knowledge Graphs RAG
Code Code Available 1IMPACT: A Large-scale Integrated Multimodal Patent Analysis and Creation Dataset for Design Patents Dec 10, 2024 Cross-Modal Retrieval Image Classification
Code Code Available 1KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models Dec 7, 2024 Multi-hop Question Answering Navigate
Code Code Available 1Retrieval-Augmented Machine Translation with Unstructured Knowledge Dec 5, 2024 Knowledge Graphs Machine Translation
Code Code Available 1HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning Dec 5, 2024 Contrastive Learning Document Classification
Code Code Available 1Composed Image Retrieval for Training-Free Domain Conversion Dec 4, 2024 Image Retrieval Language Modeling
Code Code Available 1RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models Dec 3, 2024 Information Retrieval Retrieval
Code Code Available 1MBA-RAG: a Bandit Approach for Adaptive Retrieval-Augmented Generation through Question Complexity Dec 2, 2024 Language Modeling Language Modelling
Code Code Available 1Vid-Morp: Video Moment Retrieval Pretraining from Unlabeled Videos in the Wild Dec 1, 2024 Moment Retrieval Retrieval
Code Code Available 1AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Nov 25, 2024 Hallucination Question Answering
Code Code Available 1Context Awareness Gate For Retrieval Augmented Generation Nov 25, 2024 Open-Domain Question Answering Question Answering
Code Code Available 1Multi-modal Retrieval Augmented Multi-modal Generation: A Benchmark, Evaluate Metrics and Strong Baselines Nov 25, 2024 multimodal generation RAG
Code Code Available 1Image Generation Diversity Issues and How to Tame Them Nov 25, 2024 Diversity Image Generation
Code Code Available 1LaB-RAG: Label Boosted Retrieval Augmented Generation for Radiology Report Generation Nov 25, 2024 Image Captioning RAG
Code Code Available 1Multi-granularity Interest Retrieval and Refinement Network for Long-Term User Behavior Modeling in CTR Prediction Nov 22, 2024 Click-Through Rate Prediction Retrieval
Code Code Available 1G-RAG: Knowledge Expansion in Material Science Nov 21, 2024 Information Retrieval RAG
Code Code Available 1UniFlow: A Foundation Model for Unified Urban Spatio-Temporal Flow Prediction Nov 20, 2024 Prediction Retrieval
Code Code Available 1PyAWD: A Library for Generating Large Synthetic Datasets of Acoustic Wave Propagation with Devito Nov 19, 2024 Retrieval
Code Code Available 1SAM Decoding: Speculative Decoding via Suffix Automaton Nov 16, 2024 Retrieval Text Generation
Code Code Available 1ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG Nov 12, 2024 RAG Retrieval
Code Code Available 1Problem-Oriented Segmentation and Retrieval: Case Study on Tutoring Conversations Nov 12, 2024 Math Retrieval
Code Code Available 1AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant Nov 11, 2024 Decision Making Hallucination
Code Code Available 1Why These Documents? Explainable Generative Retrieval with Hierarchical Category Paths Nov 8, 2024 Information Retrieval Reranking
Code Code Available 1OneProt: Towards Multi-Modal Protein Foundation Models Nov 7, 2024 Drug Discovery Retrieval
Code Code Available 1Towards Competitive Search Relevance For Inference-Free Learned Sparse Retrievers Nov 7, 2024 Knowledge Distillation Retrieval
Code Code Available 1PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text Nov 4, 2024 Information Retrieval Music Information Retrieval
Code Code Available 1TeleOracle: Fine-Tuned Retrieval-Augmented Generation with Long-Context Support for Network Nov 4, 2024 Chunking Language Modelling
Code Code Available 1MIRFLEX: Music Information Retrieval Feature Library for Extraction Nov 1, 2024 Benchmarking Information Retrieval
Code Code Available 1Rationale-Guided Retrieval Augmented Generation for Medical Question Answering Nov 1, 2024 Medical Question Answering Question Answering
Code Code Available 1Birdie: Advancing State Space Models with Reward-Driven Objectives and Curricula Nov 1, 2024 Computational Efficiency Question Answering
Code Code Available 1Nearest Neighbor Normalization Improves Multimodal Retrieval Oct 31, 2024 Cross-Modal Retrieval Image Captioning
Code Code Available 1RAGraph: A General Retrieval-Augmented Graph Learning Framework Oct 31, 2024 Graph Classification Graph Learning
Code Code Available 1Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval Oct 30, 2024 RAG Response Generation
Code Code Available 1Retrieval-Retro: Retrieval-based Inorganic Retrosynthesis with Expert Knowledge Oct 28, 2024 Retrieval Retrosynthesis
Code Code Available 1UniHGKR: Unified Instruction-aware Heterogeneous Knowledge Retrievers Oct 26, 2024 Information Retrieval Retrieval
Code Code Available 1DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Oct 24, 2024 Instruction Following Question Answering
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