GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models Oct 11, 2023 Retrieval Retrieval-augmented Generation
Code Code Available 1CrIBo: Self-Supervised Learning via Cross-Image Object-Level Bootstrapping Oct 11, 2023 In-Context Learning Object
Code Code Available 1Language Models As Semantic Indexers Oct 11, 2023 Contrastive Learning Information Retrieval
Code Code Available 1ESA: External Space Attention Aggregation for Image-Text Retrieval Oct 10, 2023 Image-text Retrieval Retrieval
Code Code Available 1DrugCLIP: Contrastive Protein-Molecule Representation Learning for Virtual Screening Oct 10, 2023 Contrastive Learning Data Augmentation
Code Code Available 1Sentence-level Prompts Benefit Composed Image Retrieval Oct 9, 2023 Attribute Composed Image Retrieval (CoIR)
Code Code Available 1GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval Oct 8, 2023 Partially Relevant Video Retrieval Retrieval
Code Code Available 1Building an Open-Vocabulary Video CLIP Model with Better Architectures, Optimization and Data Oct 8, 2023 Action Recognition Continual Learning
Code Code Available 1DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Oct 7, 2023 Retrieval
Code Code Available 1RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Oct 6, 2023 Language Modeling Language Modelling
Code Code Available 1BioBridge: Bridging Biomedical Foundation Models via Knowledge Graphs Oct 5, 2023 Cross-Modal Retrieval Domain Generalization
Code Code Available 1Retrieval-augmented Generation to Improve Math Question-Answering: Trade-offs Between Groundedness and Human Preference Oct 4, 2023 Math Question Answering
Code Code Available 1BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models Oct 2, 2023 Hallucination Retrieval
Code Code Available 1Compressing LLMs: The Truth is Rarely Pure and Never Simple Oct 2, 2023 Quantization Retrieval
Code Code Available 1Making Retrieval-Augmented Language Models Robust to Irrelevant Context Oct 2, 2023 Language Modelling Natural Language Inference
Code Code Available 1Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning Oct 2, 2023 Knowledge Graphs Language Modeling
Code Code Available 1FELM: Benchmarking Factuality Evaluation of Large Language Models Oct 1, 2023 Benchmarking Math
Code Code Available 1Interpretable Long-Form Legal Question Answering with Retrieval-Augmented Large Language Models Sep 29, 2023 Form Navigate
Code Code Available 1Prototype-based Aleatoric Uncertainty Quantification for Cross-modal Retrieval Sep 29, 2023 Cross-Modal Retrieval Image-text matching
Code Code Available 1FORB: A Flat Object Retrieval Benchmark for Universal Image Embedding Sep 28, 2023 Benchmarking Image Retrieval
Code Code Available 1Context-I2W: Mapping Images to Context-dependent Words for Accurate Zero-Shot Composed Image Retrieval Sep 28, 2023 Attribute Image Retrieval
Code Code Available 1Graph Neural Prompting with Large Language Models Sep 27, 2023 Graph Neural Network Knowledge Graphs
Code Code Available 1A Novel Geo-Localization Method for UAV and Satellite Images Using Cross-View Consistent Attention Sep 23, 2023 Blocking Data Augmentation
Code Code Available 1EMelodyGen: Emotion-Conditioned Melody Generation in ABC Notation with the Musical Feature Template Sep 23, 2023 Data Augmentation Emotion Classification
Code Code Available 1Generative Retrieval with Semantic Tree-Structured Item Identifiers via Contrastive Learning Sep 23, 2023 Contrastive Learning Recommendation Systems
Code Code Available 1Model-enhanced Vector Index Sep 23, 2023 model Natural Questions
Code Code Available 1On Sparse Modern Hopfield Model Sep 22, 2023 model Retrieval
Code Code Available 1On-the-Fly SfM: What you capture is What you get Sep 21, 2023 Image Registration Image Retrieval
Code Code Available 1InstructERC: Reforming Emotion Recognition in Conversation with Multi-task Retrieval-Augmented Large Language Models Sep 21, 2023 Emotion Recognition Emotion Recognition in Conversation
Code Code Available 1Dual-Modal Attention-Enhanced Text-Video Retrieval with Triplet Partial Margin Contrastive Learning Sep 20, 2023 Contrastive Learning Retrieval
Code Code Available 1Unified Coarse-to-Fine Alignment for Video-Text Retrieval Sep 18, 2023 Retrieval Text Retrieval
Code Code Available 1RECAP: Retrieval-Augmented Audio Captioning Sep 18, 2023 AudioCaps Audio captioning
Code Code Available 1Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows Sep 17, 2023 Retrieval
Code Code Available 1ODSum: New Benchmarks for Open Domain Multi-Document Summarization Sep 16, 2023 Document Summarization Multi-Document Summarization
Code Code Available 1In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval Sep 16, 2023 Retrieval Style Transfer
Code Code Available 1HealthFC: Verifying Health Claims with Evidence-Based Medical Fact-Checking Sep 15, 2023 Claim Verification Explanation Generation
Code Code Available 1HOC-Search: Efficient CAD Model and Pose Retrieval from RGB-D Scans Sep 12, 2023 3D Object Retrieval 3D Scene Reconstruction
Code Code Available 1OpenFashionCLIP: Vision-and-Language Contrastive Learning with Open-Source Fashion Data Sep 11, 2023 Contrastive Learning Domain Generalization
Code Code Available 1From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery Sep 11, 2023 Descriptive Domain Adaptation
Code Code Available 1Towards Content-based Pixel Retrieval in Revisited Oxford and Paris Sep 11, 2023 Image Retrieval Instance Segmentation
Code Code Available 1Exploring Large Language Models for Communication Games: An Empirical Study on Werewolf Sep 9, 2023 Retrieval
Code Code Available 1CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market Sep 8, 2023 Articles Passage Retrieval
Code Code Available 1SSIG: A Visually-Guided Graph Edit Distance for Floor Plan Similarity Sep 8, 2023 Graph Matching Metric Learning
Code Code Available 1Efficient Adaptive Human-Object Interaction Detection with Concept-guided Memory Sep 7, 2023 Human-Object Interaction Detection Retrieval
Code Code Available 1HAE-RAE Bench: Evaluation of Korean Knowledge in Language Models Sep 6, 2023 General Knowledge Logical Reasoning
Code Code Available 1Symbolic Music Representations for Classification Tasks: A Systematic Evaluation Sep 5, 2023 Classification Information Retrieval
Code Code Available 1Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering (Published in Findings of EMNLP 2024) Sep 5, 2023 Question Answering Retrieval
Code Code Available 1DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research Sep 4, 2023 Articles named-entity-recognition
Code Code Available 1Patent image retrieval using transformer-based deep metric learning Sep 1, 2023 Image Retrieval Metric Learning
Code Code Available 1Pose-Graph Attentional Graph Neural Network for Lidar Place Recognition Aug 31, 2023 Domain Adaptation Graph Neural Network
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