Position Interpolation Improves ALiBi Extrapolation Oct 18, 2023 Language Modelling Position
Code Code Available 2ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Large Language Models Oct 13, 2023 Knowledge Base Question Answering Knowledge Graphs
Code Code Available 2Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Oct 11, 2023 Retrieval Specificity
Code Code Available 2VeCLIP: Improving CLIP Training via Visual-enriched Captions Oct 11, 2023 Image-text Retrieval Retrieval
Code Code Available 2Uni3D: Exploring Unified 3D Representation at Scale Oct 10, 2023 3D Object Classification Retrieval
Code Code Available 2Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering Sep 29, 2023 Image to text Passage Retrieval
Code Code Available 2RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Sep 26, 2023 Information Retrieval Reranking
Code Code Available 2DISC-LawLLM: Fine-tuning Large Language Models for Intelligent Legal Services Sep 20, 2023 Language Modelling Large Language Model
Code Code Available 2Optimization of Rank Losses for Image Retrieval Sep 15, 2023 Image Retrieval Retrieval
Code Code Available 2Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications Sep 11, 2023 Language Modeling Language Modelling
Code Code Available 2Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning Sep 5, 2023 Decoder Image Generation
Code Code Available 2NLLB-CLIP -- train performant multilingual image retrieval model on a budget Sep 4, 2023 Image Retrieval Retrieval
Code Code Available 2Benchmarking Large Language Models in Retrieval-Augmented Generation Sep 4, 2023 Benchmarking counterfactual
Code Code Available 2Knowledge Graph Prompting for Multi-Document Question Answering Aug 22, 2023 graph construction Open-Domain Question Answering
Code Code Available 2MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models Aug 17, 2023 Decision Making Hallucination
Code Code Available 2Global Features are All You Need for Image Retrieval and Reranking Aug 14, 2023 All Image Retrieval
Code Code Available 2Large Language Models for Information Retrieval: A Survey Aug 14, 2023 Information Retrieval Question Answering
Code Code Available 2SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Aug 8, 2023 Language Modeling Language Modelling
Code Code Available 2The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World Aug 3, 2023 All Question Answering
Code Code Available 2UniVTG: Towards Unified Video-Language Temporal Grounding Jul 31, 2023 Highlight Detection Moment Retrieval
Code Code Available 2All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio Jul 31, 2023 All Downbeat Tracking
Code Code Available 2TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023 Jul 26, 2023 Deep Learning Retrieval
Code Code Available 2Animate-A-Story: Storytelling with Retrieval-Augmented Video Generation Jul 13, 2023 Retrieval Video Generation
Code Code Available 2Generating Benchmarks for Factuality Evaluation of Language Models Jul 13, 2023 Language Modeling Language Modelling
Code Code Available 2InPars Toolkit: A Unified and Reproducible Synthetic Data Generation Pipeline for Neural Information Retrieval Jul 10, 2023 GPU Information Retrieval
Code Code Available 2Lost in the Middle: How Language Models Use Long Contexts Jul 6, 2023 Language Modelling Position
Code Code Available 2MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Jul 2, 2023 Biomedical Information Retrieval Contrastive Learning
Code Code Available 2LeanDojo: Theorem Proving with Retrieval-Augmented Language Models Jun 27, 2023 Automated Theorem Proving GPU
Code Code Available 2RS5M and GeoRSCLIP: A Large Scale Vision-Language Dataset and A Large Vision-Language Model for Remote Sensing Jun 20, 2023 Cross-Modal Retrieval Image Retrieval
Code Code Available 2RemoteCLIP: A Vision Language Foundation Model for Remote Sensing Jun 19, 2023 Classification Cross-Modal Retrieval
Code Code Available 2RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit Jun 8, 2023 Answer Generation Fact Checking
Code Code Available 2MolFM: A Multimodal Molecular Foundation Model Jun 6, 2023 Cross-Modal Retrieval Knowledge Graphs
Code Code Available 2Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors May 29, 2023 Contrastive Learning Image Reconstruction
Code Code Available 2Generating Images with Multimodal Language Models May 26, 2023 Decoder Image Generation
Code Code Available 2Enabling Large Language Models to Generate Text with Citations May 24, 2023 Hallucination Retrieval
Code Code Available 2Lawyer LLaMA Technical Report May 24, 2023 Articles Hallucination
Code Code Available 2Adapting Language Models to Compress Contexts May 24, 2023 In-Context Learning Language Modeling
Code Code Available 2FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation May 23, 2023 Form Language Modelling
Code Code Available 2ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models May 23, 2023 Retrieval
Code Code Available 2Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement May 20, 2023 Protein Design Retrieval
Code Code Available 2WebCPM: Interactive Web Search for Chinese Long-form Question Answering May 11, 2023 Form Information Retrieval
Code Code Available 2Active Retrieval Augmented Generation May 11, 2023 Retrieval Retrieval-augmented Generation
Code Code Available 2Autonomous GIS: the next-generation AI-powered GIS May 10, 2023 Code Generation Information Retrieval
Code Code Available 2Recommender Systems with Generative Retrieval May 8, 2023 Recommendation Systems Retrieval
Code Code Available 2RetroMAE-2: Duplex Masked Auto-Encoder For Pre-Training Retrieval-Oriented Language Models May 4, 2023 Information Retrieval Open-Domain Question Answering
Code Code Available 2TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis May 2, 2023 Moment Retrieval Motion Generation
Code Code Available 2Huatuo-26M, a Large-scale Chinese Medical QA Dataset May 2, 2023 Language Modeling Language Modelling
Code Code Available 2Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Apr 20, 2023 Autonomous Driving Autonomous Vehicles
Code Code Available 2GeneGPT: Augmenting Large Language Models with Domain Tools for Improved Access to Biomedical Information Apr 19, 2023 In-Context Learning Retrieval
Code Code Available 2Scaling Transformer to 1M tokens and beyond with RMT Apr 19, 2023 Language Modeling Language Modelling
Code Code Available 2