Perceiving Longer Sequences With Bi-Directional Cross-Attention Transformers Feb 19, 2024 image-classification Image Classification
Code Code Available 1Compress to Impress: Unleashing the Potential of Compressive Memory in Real-World Long-Term Conversations Feb 19, 2024 Chatbot Language Modeling
Code Code Available 1When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation Feb 18, 2024 Retrieval
Code Code Available 1Metacognitive Retrieval-Augmented Large Language Models Feb 18, 2024 Response Generation Retrieval
Code Code Available 1ExaRanker-Open: Synthetic Explanation for IR using Open-Source LLMs Feb 9, 2024 Data Augmentation Information Retrieval
Code Code Available 1Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning Feb 6, 2024 parameter-efficient fine-tuning Retrieval
Code Code Available 1BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Feb 5, 2024 Knowledge Distillation Retrieval
Code Code Available 1C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models Feb 5, 2024 RAG Retrieval
Code Code Available 1Region-Based Representations Revisited Feb 4, 2024 Image Retrieval Retrieval
Code Code Available 1Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval Feb 3, 2024 Information Retrieval Knowledge Graphs
Code Code Available 1Don't Hallucinate, Abstain: Identifying LLM Knowledge Gaps via Multi-LLM Collaboration Feb 1, 2024 Retrieval
Code Code Available 1History-Aware Conversational Dense Retrieval Jan 30, 2024 Conversational Search Information Retrieval
Code Code Available 1NFT1000: A Cross-Modal Dataset for Non-Fungible Token Retrieval Jan 29, 2024 Retrieval
Code Code Available 1From RAG to QA-RAG: Integrating Generative AI for Pharmaceutical Regulatory Compliance Process Jan 26, 2024 Chatbot RAG
Code Code Available 1K-QA: A Real-World Medical Q&A Benchmark Jan 25, 2024 Hallucination In-Context Learning
Code Code Available 1Consistency Guided Knowledge Retrieval and Denoising in LLMs for Zero-shot Document-level Relation Triplet Extraction Jan 24, 2024 Denoising Relation
Code Code Available 1SciMMIR: Benchmarking Scientific Multi-modal Information Retrieval Jan 24, 2024 Benchmarking Image Captioning
Code Code Available 1DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model Jan 23, 2024 Retrieval
Code Code Available 1PHMD: An easy data access tool for prognosis and health management datasets Jan 22, 2024 Anomaly Detection Fault Detection
Code Code Available 1Drop your Decoder: Pre-training with Bag-of-Word Prediction for Dense Passage Retrieval Jan 20, 2024 Decoder Passage Retrieval
Code Code Available 1Generative Dense Retrieval: Memory Can Be a Burden Jan 19, 2024 Retrieval
Code Code Available 1DGL: Dynamic Global-Local Prompt Tuning for Text-Video Retrieval Jan 19, 2024 Retrieval Video Retrieval
Code Code Available 1Generative Multi-Modal Knowledge Retrieval with Large Language Models Jan 16, 2024 Retrieval
Code Code Available 1Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing Jan 15, 2024 Content-Based Image Retrieval Image Retrieval
Code Code Available 1HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval Jan 14, 2024 Contrastive Learning Image Retrieval
Code Code Available 1UMG-CLIP: A Unified Multi-Granularity Vision Generalist for Open-World Understanding Jan 12, 2024 Open Vocabulary Panoptic Segmentation Open Vocabulary Semantic Segmentation
Code Code Available 1Exploring the Best Practices of Query Expansion with Large Language Models Jan 12, 2024 Information Retrieval Re-Ranking
Code Code Available 1Cross-modal Retrieval for Knowledge-based Visual Question Answering Jan 11, 2024 Cross-Modal Retrieval Question Answering
Code Code Available 1Do Vision and Language Encoders Represent the World Similarly? Jan 10, 2024 Graph Matching image-classification
Code Code Available 1Rewriting the Code: A Simple Method for Large Language Model Augmented Code Search Jan 9, 2024 Code Generation Code Search
Code Code Available 1Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports Jan 3, 2024 Action Understanding counterfactual
Code Code Available 1ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation Jan 1, 2024 Object Retrieval
Code Code Available 1READ: Retrieval-Enhanced Asymmetric Diffusion for Motion Planning Jan 1, 2024 Motion Planning Retrieval
Code Code Available 1Holistic Features are almost Sufficient for Text-to-Video Retrieval Jan 1, 2024 Retrieval text similarity
Code Code Available 1Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning Jan 1, 2024 Representation Learning Retrieval
Code Code Available 1Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects Dec 31, 2023 3D Shape Retrieval Dataset Generation
Code Code Available 1Multi-Granularity Representation Learning for Sketch-based Dynamic Face Image Retrieval Dec 31, 2023 Face Image Retrieval Image Retrieval
Code Code Available 1Advancing TTP Analysis: Harnessing the Power of Large Language Models with Retrieval Augmented Generation Dec 30, 2023 Decoder Hallucination
Code Code Available 1Mitigating the Impact of False Negatives in Dense Retrieval with Contrastive Confidence Regularization Dec 30, 2023 Answer Generation Contrastive Learning
Code Code Available 1STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction Dec 28, 2023 Retrieval Time Series
Code Code Available 1HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Responses Dec 26, 2023 Diversity Knowledge Graphs
Code Code Available 1BEV-CV: Birds-Eye-View Transform for Cross-View Geo-Localisation Dec 23, 2023 Camera Localization Cross-View Geo-Localisation
Code Code Available 1Context-aware Decoding Reduces Hallucination in Query-focused Summarization Dec 21, 2023 Hallucination Language Modelling
Code Code Available 1Exploiting Novel GPT-4 APIs Dec 21, 2023 Language Modeling Language Modelling
Code Code Available 1InternVL: Scaling up Vision Foundation Models and Aligning for Generic Visual-Linguistic Tasks Dec 21, 2023 Image Retrieval Image-to-Text Retrieval
Code Code Available 1Retrieval-augmented Multilingual Knowledge Editing Dec 20, 2023 knowledge editing Retrieval
Code Code Available 1ProS: Prompting-to-simulate Generalized knowledge for Universal Cross-Domain Retrieval Dec 19, 2023 Few-Shot Learning Retrieval
Code Code Available 1Towards Balanced Alignment: Modal-Enhanced Semantic Modeling for Video Moment Retrieval Dec 19, 2023 cross-modal alignment Moment Retrieval
Code Code Available 1Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) Dec 18, 2023 RAG Retrieval
Code Code Available 1CaseGNN: Graph Neural Networks for Legal Case Retrieval with Text-Attributed Graphs Dec 18, 2023 Graph Attention Information Retrieval
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