Enhancing Retrieval and Managing Retrieval: A Four-Module Synergy for Improved Quality and Efficiency in RAG Systems Jul 15, 2024 In-Context Learning RAG
Code Code Available 5 Can large language models reason about medical questions? Jul 17, 2022 MedQA Multiple-choice
Code Code Available 5 Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder May 25, 2023 Composed Image Retrieval (CoIR) Image Retrieval
Code Code Available 5 Grounded Situation Recognition Mar 26, 2020 Grounded Situation Recognition Image Retrieval
Code Code Available 5 Enhancing Multi-modal and Multi-hop Question Answering via Structured Knowledge and Unified Retrieval-Generation Dec 16, 2022 Answer Generation Decoder
Code Code Available 5 Enhancing Noise Robustness of Retrieval-Augmented Language Models with Adaptive Adversarial Training May 31, 2024 Hallucination Multi-Task Learning
Code Code Available 5 Enhancing Speech-to-Speech Dialogue Modeling with End-to-End Retrieval-Augmented Generation Apr 27, 2025 RAG Retrieval
Code Code Available 5 Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence May 27, 2021 Articles Document Ranking
Code Code Available 5 A Novel Ridge Detector for Nonstationary Multicomponent Signals: Development and Application to Robust Mode Retrieval Sep 28, 2020 Retrieval
Code Code Available 5 Corpus-Steered Query Expansion with Large Language Models Feb 28, 2024 Information Retrieval Retrieval
Code Code Available 5 Adaptive label-aware graph convolutional networks for cross-modal retrieval Aug 6, 2021 Cross-Modal Retrieval Representation Learning
Code Code Available 5 CoRT: Complementary Rankings from Transformers Oct 20, 2020 Information Retrieval Passage Retrieval
Code Code Available 5 COSA: Concatenated Sample Pretrained Vision-Language Foundation Model Jun 15, 2023 Form model
Code Code Available 5 Enhancing Legal Case Retrieval via Scaling High-quality Synthetic Query-Candidate Pairs Oct 9, 2024 Fairness Retrieval
Code Code Available 5 CAMeL: Cross-modality Adaptive Meta-Learning for Text-based Person Retrieval Apr 26, 2025 Meta-Learning Person Retrieval
Code Code Available 5 CoVR-2: Automatic Data Construction for Composed Video Retrieval Aug 28, 2023 Composed Image Retrieval (CoIR) Composed Video Retrieval (CoVR)
Code Code Available 5 A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention Sep 23, 2023 Blocking Data Augmentation
Code Code Available 5 Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
Code Code Available 5 Adaptive Information Seeking for Open-Domain Question Answering Sep 14, 2021 Open-Domain Question Answering Question Answering
Code Code Available 5 CRAFT Your Dataset: Task-Specific Synthetic Dataset Generation Through Corpus Retrieval and Augmentation Sep 3, 2024 Dataset Generation Question Answering
Code Code Available 5 Enhancing LLM Factual Accuracy with RAG to Counter Hallucinations: A Case Study on Domain-Specific Queries in Private Knowledge-Bases Mar 15, 2024 RAG Retrieval
Code Code Available 5 HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking Sep 15, 2023 Claim Verification Explanation Generation
Code Code Available 5 ImageRAG: Enhancing Ultra High Resolution Remote Sensing Imagery Analysis with ImageRAG Nov 12, 2024 RAG Retrieval
Code Code Available 5 'CADSketchNet' -- An Annotated Sketch dataset for 3D CAD Model Retrieval with Deep Neural Networks Jul 13, 2021 Retrieval
Code Code Available 5 CAD-Deform: Deformable Fitting of CAD Models to 3D Scans Jul 23, 2020 Retrieval
Code Code Available 5 Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Oct 15, 2023 Conversational Search Language Modeling
Code Code Available 5 C2KD: Cross-Lingual Cross-Modal Knowledge Distillation for Multilingual Text-Video Retrieval Oct 7, 2022 Knowledge Distillation Retrieval
Code Code Available 5 CAD 3D Model classification by Graph Neural Networks: A new approach based on STEP format Oct 30, 2022 Retrieval
Code Code Available 5 CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning Mar 25, 2025 Hallucination Language Modeling
Code Code Available 5 Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention May 20, 2021 Information Retrieval Learning-To-Rank
Code Code Available 5 Building a Manga Dataset "Manga109" with Annotations for Multimedia Applications May 9, 2020 Retrieval
Code Code Available 5 Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data Oct 8, 2023 Action Recognition Continual Learning
Code Code Available 5 CaLa: Complementary Association Learning for Augmenting Composed Image Retrieval May 29, 2024 Cross-Modal Retrieval Image Retrieval
Code Code Available 5 Building A Coding Assistant via the Retrieval-Augmented Language Model Oct 21, 2024 Code Completion Code Generation
Code Code Available 5 A Memory Efficient Baseline for Open Domain Question Answering Dec 30, 2020 Dimensionality Reduction Open-Domain Question Answering
Code Code Available 5 Building Russian Benchmark for Evaluation of Information Retrieval Models Apr 17, 2025 Information Retrieval Retrieval
Code Code Available 5 Enhancing Deformable Local Features by Jointly Learning to Detect and Describe Keypoints Apr 2, 2023 Image Registration Retrieval
Code Code Available 5 Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Nov 22, 2023 Hallucination Retrieval
Code Code Available 5 Broken Neural Scaling Laws Oct 26, 2022 Adversarial Robustness Continual Learning
Code Code Available 5 BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition Aug 15, 2020 Face Identification Face Recognition
Code Code Available 5 Bringing the State-of-the-Art to Customers: A Neural Agent Assistant Framework for Customer Service Support Feb 7, 2023 Response Generation Retrieval
Code Code Available 5 End-to-End Training of Neural Retrievers for Open-Domain Question Answering Jan 2, 2021 Natural Questions Open-Domain Question Answering
Code Code Available 5 Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA Aug 28, 2023 Knowledge Base Question Answering Question Answering
Code Code Available 5 Bridging the Gap: Multi-Level Cross-Modality Joint Alignment for Visible-Infrared Person Re-Identification Jul 17, 2023 Cross-Modality Person Re-identification image-classification
Code Code Available 5 A Comprehensive Review of the Video-to-Text Problem Mar 27, 2021 Question Answering Retrieval
Code Code Available 5 Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection Nov 28, 2023 Contrastive Learning Highlight Detection
Code Code Available 5 Bridging the Gap Between Indexing and Retrieval for Differentiable Search Index with Query Generation Jun 21, 2022 Information Retrieval Passage Retrieval
Code Code Available 5 BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression Oct 20, 2024 In-Context Learning Long-Context Understanding
Code Code Available 5 End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Jun 9, 2021 Answer Generation Open-Domain Question Answering
Code Code Available 5 English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings Nov 11, 2022 Contrastive Learning Retrieval
Code Code Available 5 