Dynamic Retrieval Augmented Generation of Ontologies using Artificial Intelligence (DRAGON-AI) Dec 18, 2023 RAG Retrieval
Code Code Available UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models Dec 18, 2023 Answer Generation Information Retrieval
— Unverified Wikiformer: Pre-training with Structured Information of Wikipedia for Ad-hoc Retrieval Dec 17, 2023 Articles Information Retrieval
Code Code Available ProTIP: Progressive Tool Retrieval Improves Planning Dec 16, 2023 Contrastive Learning Retrieval
— Unverified Symmetrical Bidirectional Knowledge Alignment for Zero-Shot Sketch-Based Image Retrieval Dec 16, 2023 Image Retrieval Knowledge Distillation
Code Code Available RIGHT: Retrieval-augmented Generation for Mainstream Hashtag Recommendation Dec 16, 2023 Retrieval Retrieval-augmented Generation
Code Code Available Probing Pretrained Language Models with Hierarchy Properties Dec 15, 2023 Hypernym Discovery Information Retrieval
— Unverified Data-Efficient Multimodal Fusion on a Single GPU Dec 15, 2023 GPU Image Retrieval
Code Code Available Explicitly Integrating Judgment Prediction with Legal Document Retrieval: A Law-Guided Generative Approach Dec 15, 2023 Prediction Retrieval
Code Code Available Context-Driven Interactive Query Simulations Based on Generative Large Language Models Dec 15, 2023 Information Retrieval Language Modeling
Code Code Available GEAR-Up: Generative AI and External Knowledge-based Retrieval Upgrading Scholarly Article Searches for Systematic Reviews Dec 15, 2023 Articles Knowledge Graphs
— Unverified Extending Context Window of Large Language Models via Semantic Compression Dec 15, 2023 Few-Shot Learning Information Retrieval
Code Code Available A Review of Repository Level Prompting for LLMs Dec 15, 2023 Code Completion Code Generation
— Unverified ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent Dec 15, 2023 Language Modeling Language Modelling
— Unverified IndicIRSuite: Multilingual Dataset and Neural Information Models for Indian Languages Dec 15, 2023 Information Retrieval Machine Translation
Code Code Available Let All be Whitened: Multi-teacher Distillation for Efficient Visual Retrieval Dec 15, 2023 All Image Retrieval
Code Code Available WAVER: Writing-style Agnostic Text-Video Retrieval via Distilling Vision-Language Models Through Open-Vocabulary Knowledge Dec 15, 2023 Information Retrieval Knowledge Distillation
Code Code Available Improving Biomedical Entity Linking with Retrieval-enhanced Learning Dec 15, 2023 Contrastive Learning Entity Linking
Code Code Available StemGen: A music generation model that listens Dec 14, 2023 Information Retrieval model
— Unverified Training-free Zero-shot Composed Image Retrieval with Local Concept Reranking Dec 14, 2023 Image Retrieval Reranking
— Unverified Dynamic Retrieval-Augmented Generation Dec 14, 2023 abstractive question answering Code Generation
— Unverified FrameFinder: Explorative Multi-Perspective Framing Extraction from News Headlines Dec 14, 2023 Articles Retrieval
Code Code Available WikiMuTe: A web-sourced dataset of semantic descriptions for music audio Dec 14, 2023 Articles Cross-Modal Retrieval
— Unverified Towards Verifiable Text Generation with Evolving Memory and Self-Reflection Dec 14, 2023 Hallucination Retrieval
— Unverified Class-Wise Buffer Management for Incremental Object Detection: An Effective Buffer Training Strategy Dec 14, 2023 class-incremental learning Class Incremental Learning
— Unverified CL2CM: Improving Cross-Lingual Cross-Modal Retrieval via Cross-Lingual Knowledge Transfer Dec 14, 2023 Cross-Lingual Transfer Cross-Modal Retrieval
— Unverified CartoMark: a benchmark dataset for map pattern recognition and 1 map content retrieval with machine intelligence Dec 14, 2023 Retrieval Scene Classification
— Unverified Look Before You Leap: A Universal Emergent Decomposition of Retrieval Tasks in Language Models Dec 13, 2023 Attribute Question Answering
Code Code Available Advancements in Content-Based Image Retrieval: A Comprehensive Survey of Relevance Feedback Techniques Dec 13, 2023 Active Learning Content-Based Image Retrieval
— Unverified Occupancy Detection Based on Electricity Consumption Dec 13, 2023 Change Point Detection Retrieval
— Unverified Large Language Model Enhanced Multi-Agent Systems for 6G Communications Dec 13, 2023 Language Modeling Language Modelling
— Unverified New Kids on the Block: On the impact of information retrieval on contextual resource integration patterns Dec 13, 2023 Information Retrieval Retrieval
— Unverified C-BEV: Contrastive Bird's Eye View Training for Cross-View Image Retrieval and 3-DoF Pose Estimation Dec 13, 2023 Image Retrieval Pose Estimation
— Unverified BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics Dec 12, 2023 Information Retrieval Representation Learning
Code Code Available Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps Dec 12, 2023 Information Retrieval RAG
Code Code Available Large Foundation Models for Power Systems Dec 12, 2023 Retrieval Scheduling
Code Code Available Search Optimization with Query Likelihood Boosting and Two-Level Approximate Search for Edge Devices Dec 12, 2023 Retrieval
— Unverified Contextually Affinitive Neighborhood Refinery for Deep Clustering Dec 12, 2023 Clustering Deep Clustering
Code Code Available Towards Faster k-Nearest-Neighbor Machine Translation Dec 12, 2023 Machine Translation Retrieval
— Unverified SGLang: Efficient Execution of Structured Language Model Programs Dec 12, 2023 Few-Shot Learning Language Modeling
Code Code Available Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images Dec 12, 2023 Benchmarking Retrieval
— Unverified Multi-Granularity Framework for Unsupervised Representation Learning of Time Series Dec 12, 2023 Decision Making Representation Learning
— Unverified Cross-modal Contrastive Learning with Asymmetric Co-attention Network for Video Moment Retrieval Dec 12, 2023 Contrastive Learning Moment Retrieval
Code Code Available Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization Dec 12, 2023 Action Localization Clustering
Code Code Available Adaptive Confidence Multi-View Hashing for Multimedia Retrieval Dec 12, 2023 Retrieval
Code Code Available Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval Dec 12, 2023 Adversarial Defense Image Retrieval
Code Code Available Interfacing Foundation Models' Embeddings Dec 12, 2023 Decoder Image Segmentation
Code Code Available Remote Sensing Vision-Language Foundation Models without Annotations via Ground Remote Alignment Dec 12, 2023 image-classification Image Classification
— Unverified Calibration-free quantitative phase imaging in multi-core fiber endoscopes using end-to-end deep learning Dec 12, 2023 Retrieval
— Unverified RAFIC: Retrieval-Augmented Few-shot Image Classification Dec 11, 2023 Classification Few-Shot Image Classification
Code Code Available 