Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) Dec 18, 2023 RAG Retrieval
Code Code Available 1Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval Dec 17, 2023 Articles Information Retrieval
Code Code Available 1RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation Dec 16, 2023 Retrieval Retrieval-augmented Generation
Code Code Available 1Data-Efficient Multimodal Fusion on a Single GPU Dec 15, 2023 GPU Image Retrieval
Code Code Available 1Extending Context Window of Large Language Models via Semantic Compression Dec 15, 2023 Few-Shot Learning Information Retrieval
Code Code Available 1Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach Dec 15, 2023 Prediction Retrieval
Code Code Available 1Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval Dec 15, 2023 All Image Retrieval
Code Code Available 1Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval Dec 12, 2023 Adversarial Defense Image Retrieval
Code Code Available 1Adaptive Confidence Multi-View Hashing for Multimedia Retrieval Dec 12, 2023 Retrieval
Code Code Available 1Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder Image Segmentation
Code Code Available 1Large Foundation Models for Power Systems Dec 12, 2023 Retrieval Scheduling
Code Code Available 1Contextually Affinitive Neighborhood Refinery for Deep Clustering Dec 12, 2023 Clustering Deep Clustering
Code Code Available 1RecJPQ: Training Large-Catalogue Sequential Recommenders Dec 11, 2023 Passage Retrieval Recommendation Systems
Code Code Available 1RGNet: A Unified Clip Retrieval and Grounding Network for Long Videos Dec 11, 2023 Natural Language Moment Retrieval Natural Language Queries
Code Code Available 1Dense X Retrieval: What Retrieval Granularity Should We Use? Dec 11, 2023 Retrieval Sentence
Code Code Available 1mir_ref: A Representation Evaluation Framework for Music Information Retrieval Tasks Dec 10, 2023 Information Retrieval Music Information Retrieval
Code Code Available 1ESPN: Memory-Efficient Multi-Vector Information Retrieval Dec 9, 2023 Information Retrieval Re-Ranking
Code Code Available 1Predictive Chemistry Augmented with Text Retrieval Dec 8, 2023 molecular representation Retrieval
Code Code Available 1Enhancing Recipe Retrieval with Foundation Models: A Data Augmentation Perspective Dec 8, 2023 Cross-Modal Retrieval Data Augmentation
Code Code Available 1Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System Dec 8, 2023 Retrieval
Code Code Available 1LifelongMemory: Leveraging LLMs for Answering Queries in Long-form Egocentric Videos Dec 7, 2023 EgoSchema Form
Code Code Available 1UFineBench: Towards Text-based Person Retrieval with Ultra-fine Granularity Dec 6, 2023 Person Retrieval Retrieval
Code Code Available 1Lite-Mind: Towards Efficient and Robust Brain Representation Network Dec 6, 2023 Brain Decoding Image Retrieval
Code Code Available 1A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval Dec 5, 2023 Language Modelling Retrieval
Code Code Available 1FreestyleRet: Retrieving Images from Style-Diversified Queries Dec 5, 2023 Image Retrieval Retrieval
Code Code Available 1How to Configure Good In-Context Sequence for Visual Question Answering Dec 4, 2023 In-Context Learning Question Answering
Code Code Available 1Language-only Efficient Training of Zero-shot Composed Image Retrieval Dec 4, 2023 Image Retrieval Retrieval
Code Code Available 1Removing Biases from Molecular Representations via Information Maximization Dec 1, 2023 Fairness Molecular Property Prediction
Code Code Available 1Agent-OM: Leveraging LLM Agents for Ontology Matching Dec 1, 2023 Ontology Matching Retrieval
Code Code Available 1MLLMs-Augmented Visual-Language Representation Learning Nov 30, 2023 Image-text Retrieval Representation Learning
Code Code Available 1Knowledge Transfer from Vision Foundation Models for Efficient Training of Small Task-specific Models Nov 30, 2023 Image Retrieval Retrieval
Code Code Available 1Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection Nov 28, 2023 Contrastive Learning Highlight Detection
Code Code Available 1A Two-Stage Adaptation of Large Language Models for Text Ranking Nov 28, 2023 Decoder Information Retrieval
Code Code Available 1Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models Nov 27, 2023 Cross-Modal Retrieval Image Generation
Code Code Available 1Automatic Synthetic Data and Fine-grained Adaptive Feature Alignment for Composed Person Retrieval Nov 25, 2023 Image Generation Person Retrieval
Code Code Available 1Benchmarking Robustness of Text-Image Composed Retrieval Nov 24, 2023 Attribute Benchmarking
Code Code Available 1Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions Nov 23, 2023 Retrieval
Code Code Available 13D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology Nov 23, 2023 Image Retrieval Medical Image Retrieval
Code Code Available 1Retrieval-Augmented Layout Transformer for Content-Aware Layout Generation Nov 22, 2023 Layout Generation Retrieval
Code Code Available 1AutoKG: Efficient Automated Knowledge Graph Generation for Language Models Nov 22, 2023 Graph Generation Retrieval
Code Code Available 1Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Nov 22, 2023 Hallucination Retrieval
Code Code Available 1CSMeD: Bridging the Dataset Gap in Automated Citation Screening for Systematic Literature Reviews Nov 21, 2023 Question Answering Retrieval
Code Code Available 1ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation Nov 18, 2023 Object Retrieval
Code Code Available 1IterCQR: Iterative Conversational Query Reformulation with Retrieval Guidance Nov 16, 2023 Conversational Search Information Retrieval
Code Code Available 1FinanceMath: Knowledge-Intensive Math Reasoning in Finance Domains Nov 16, 2023 Math Math Word Problem Solving
Code Code Available 1The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation Nov 16, 2023 Music Captioning Music Generation
Code Code Available 1Back to Basics: A Simple Recipe for Improving Out-of-Domain Retrieval in Dense Encoders Nov 16, 2023 Data Augmentation Domain Generalization
Code Code Available 1VideoCon: Robust Video-Language Alignment via Contrast Captions Nov 15, 2023 Language Modeling Language Modelling
Code Code Available 1Scalable and Effective Generative Information Retrieval Nov 15, 2023 Information Retrieval Retrieval
Code Code Available 1LePaRD: A Large-Scale Dataset of Judges Citing Precedents Nov 15, 2023 Passage Retrieval Prediction
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