Unsupervised hard Negative Augmentation for contrastive learning Jan 5, 2024 Contrastive Learning Data Augmentation
Code Code Available 0Memory, Consciousness and Large Language Model Jan 4, 2024 Language Modeling Language Modelling
— Unverified 0ReFusion: Improving Natural Language Understanding with Computation-Efficient Retrieval Representation Fusion Jan 4, 2024 Natural Language Understanding Neural Architecture Search
Code Code Available 0SPEER: Sentence-Level Planning of Long Clinical Summaries via Embedded Entity Retrieval Jan 4, 2024 Entity Retrieval Retrieval
— Unverified 0Beyond Extraction: Contextualising Tabular Data for Efficient Summarisation by Language Models Jan 4, 2024 Information Retrieval Language Modeling
— Unverified 0Location Aware Modular Biencoder for Tourism Question Answering Jan 4, 2024 Question Answering Retrieval
Code Code Available 0TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection Jan 4, 2024 Highlight Detection Moment Retrieval
Code Code Available 2Oceanship: A Large-Scale Dataset for Underwater Audio Target Recognition Jan 4, 2024 Attribute Audio Classification
Code Code Available 2Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models Jan 3, 2024 Retrieval
— Unverified 0Detours for Navigating Instructional Videos Jan 3, 2024 16k Question Answering
— Unverified 0Instruct-Imagen: Image Generation with Multi-modal Instruction Jan 3, 2024 Image Generation Retrieval
— Unverified 0Evaluating Large Language Models in Semantic Parsing for Conversational Question Answering over Knowledge Graphs Jan 3, 2024 Conversational Question Answering Information Retrieval
Code Code Available 0Concurrent Brainstorming & Hypothesis Satisfying: An Iterative Framework for Enhanced Retrieval-Augmented Generation (R2CBR3H-SR) Jan 3, 2024 Decision Making Information Retrieval
Code Code Available 0Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports Jan 3, 2024 Action Understanding counterfactual
Code Code Available 1Enhancing Multilingual Information Retrieval in Mixed Human Resources Environments: A RAG Model Implementation for Multicultural Enterprise Jan 3, 2024 Information Retrieval RAG
— Unverified 0Question-Answering Based Summarization of Electronic Health Records using Retrieval Augmented Generation Jan 3, 2024 Diversity Hallucination
— Unverified 0DialCLIP: Empowering CLIP as Multi-Modal Dialog Retriever Jan 2, 2024 Language Modelling Retrieval
— Unverified 0BEV-TSR: Text-Scene Retrieval in BEV Space for Autonomous Driving Jan 2, 2024 Autonomous Driving Caption Generation
— Unverified 0A Comprehensive Survey of Hallucination Mitigation Techniques in Large Language Models Jan 2, 2024 Financial Analysis Hallucination
Code Code Available 0Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D Jan 1, 2024 3D Object Retrieval Depth Estimation
— Unverified 0What Sketch Explainability Really Means for Downstream Tasks? Jan 1, 2024 Retrieval
— Unverified 0Accept the Modality Gap: An Exploration in the Hyperbolic Space Jan 1, 2024 Image to text Image-to-Text Retrieval
— Unverified 0D3still: Decoupled Differential Distillation for Asymmetric Image Retrieval Jan 1, 2024 Image Retrieval Retrieval
Code Code Available 2Attribute-Guided Pedestrian Retrieval: Bridging Person Re-ID with Internal Attribute Variability Jan 1, 2024 Attribute Image Retrieval
— Unverified 0Fine-grained Prototypical Voting with Heterogeneous Mixup for Semi-supervised 2D-3D Cross-modal Retrieval Jan 1, 2024 Cross-Modal Retrieval Retrieval
— Unverified 0Language-only Training of Zero-shot Composed Image Retrieval Jan 1, 2024 Image Retrieval Retrieval
Code Code Available 2Holistic Features are almost Sufficient for Text-to-Video Retrieval Jan 1, 2024 Retrieval text similarity
Code Code Available 1AHIVE: Anatomy-aware Hierarchical Vision Encoding for Interactive Radiology Report Retrieval Jan 1, 2024 Anatomy Diagnostic
— Unverified 0Characteristics Matching Based Hash Codes Generation for Efficient Fine-grained Image Retrieval Jan 1, 2024 Image Retrieval Retrieval
— Unverified 0Building Vision-Language Models on Solid Foundations with Masked Distillation Jan 1, 2024 Contrastive Learning Knowledge Distillation
— Unverified 0Evaluating Transferability in Retrieval Tasks: An Approach Using MMD and Kernel Methods Jan 1, 2024 RAG Recommendation Systems
— Unverified 0ShapeMatcher: 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 1Retrieval-Augmented Egocentric Video Captioning Jan 1, 2024 Representation Learning Retrieval
— Unverified 0Towards Efficient and Effective Text-to-Video Retrieval with Coarse-to-Fine Visual Representation Learning Jan 1, 2024 Representation Learning Retrieval
Code Code Available 1Towards Improved Proxy-based Deep Metric Learning via Data-Augmented Domain Adaptation Jan 1, 2024 Domain Adaptation Metric Learning
Code Code Available 0Are we describing the same sound? An analysis of word embedding spaces of expressive piano performance Dec 31, 2023 Information Retrieval Retrieval
Code Code Available 0RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models Dec 31, 2023 Hallucination RAG
Code Code Available 2Generalizing Single-View 3D Shape Retrieval to Occlusions and Unseen Objects Dec 31, 2023 3D Shape Retrieval Dataset Generation
Code Code Available 1Analyzing Local Representations of Self-supervised Vision Transformers Dec 31, 2023 Contrastive Learning Few-Shot Semantic Segmentation
— Unverified 0keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM Dec 31, 2023 Information Retrieval Question Answering
— Unverified 0SynCDR : Training Cross Domain Retrieval Models with Synthetic Data Dec 31, 2023 Retrieval Translation
Code Code Available 0Multi-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 1Investigating the Effects of Sparse Attention on Cross-Encoders Dec 29, 2023 Re-Ranking Retrieval
Code Code Available 0K-PERM: Personalized Response Generation Using Dynamic Knowledge Retrieval and Persona-Adaptive Queries Dec 29, 2023 Nutrition Response Generation
Code Code Available 0ChatEd: A Chatbot Leveraging ChatGPT for an Enhanced Learning Experience in Higher Education Dec 29, 2023 Chatbot Information Retrieval
— Unverified 0Structured Packing in LLM Training Improves Long Context Utilization Dec 28, 2023 Information Retrieval Retrieval
— Unverified 0LLM4Causal: Democratized Causal Tools for Everyone via Large Language Model Dec 28, 2023 Decision Making Language Modeling
— Unverified 0