Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
Code Code Available TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion Apr 17, 2021 Decision Making Information Retrieval
Code Code Available Zero-shot Slot Filling with DPR and RAG Apr 17, 2021 Knowledge Base Population Knowledge Graphs
Code Code Available TEACHTEXT: CrossModal Generalized Distillation for Text-Video Retrieval Apr 16, 2021 Retrieval Video Retrieval
Code Code Available Back to the Basics: A Quantitative Analysis of Statistical and Graph-Based Term Weighting Schemes for Keyword Extraction Apr 16, 2021 Information Retrieval Keyword Extraction
Code Code Available Matching-oriented Product Quantization For Ad-hoc Retrieval Apr 16, 2021 Quantization Retrieval
Code Code Available Optimizing Dense Retrieval Model Training with Hard Negatives Apr 16, 2021 Information Retrieval model
Code Code Available Condenser: a Pre-training Architecture for Dense Retrieval Apr 16, 2021 Language Modelling Retrieval
Code Code Available Contrastive Learning with Stronger Augmentations Apr 15, 2021 Contrastive Learning Representation Learning
Code Code Available XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Apr 15, 2021 Cross-Lingual Transfer Diagnostic
Code Code Available COIL: Revisit Exact Lexical Match in Information Retrieval with Contextualized Inverted List Apr 15, 2021 Information Retrieval Retrieval
Code Code Available Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling Apr 14, 2021 GPU Re-Ranking
Code Code Available Adversarial Sticker: A Stealthy Attack Method in the Physical World Apr 14, 2021 Face Recognition Image Retrieval
Code Code Available Understanding Hard Negatives in Noise Contrastive Estimation Apr 13, 2021 Entity Linking Retrieval
Code Code Available An Adversarial Imitation Click Model for Information Retrieval Apr 13, 2021 Imitation Learning Information Retrieval
Code Code Available Multi-Step Reasoning Over Unstructured Text with Beam Dense Retrieval Apr 13, 2021 Multi-hop Question Answering Question Answering
Code Code Available GPU Semiring Primitives for Sparse Neighborhood Methods Apr 13, 2021 BIG-bench Machine Learning GPU
Code Code Available Fool Me Twice: Entailment from Wikipedia Gamification Apr 10, 2021 Retrieval
Code Code Available An Empirical Comparison of Instance Attribution Methods for NLP Apr 9, 2021 Retrieval
Code Code Available Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning Apr 7, 2021 Representation Learning Retrieval
Code Code Available RTIC: Residual Learning for Text and Image Composition using Graph Convolutional Network Apr 7, 2021 Fairness Image Retrieval
Code Code Available WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach Apr 5, 2021 Retrieval Sentence
Code Code Available Scene Text Retrieval via Joint Text Detection and Similarity Learning Apr 4, 2021 Retrieval Scene Text Detection
Code Code Available MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models Apr 1, 2021 Information Retrieval Question Answering
Code Code Available FeTaQA: Free-form Table Question Answering Apr 1, 2021 Form Question Answering
Code Code Available Frozen in Time: A Joint Video and Image Encoder for End-to-End Retrieval Apr 1, 2021 Retrieval Text Retrieval
Code Code Available Divide and Rule: Effective Pre-Training for Context-Aware Multi-Encoder Translation Models Mar 31, 2021 Machine Translation Retrieval
Code Code Available Kaleido-BERT: Vision-Language Pre-training on Fashion Domain Mar 30, 2021 Image Retrieval Retrieval
Code Code Available Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning Mar 29, 2021 Image Retrieval Metric Learning
Code Code Available von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Mar 29, 2021 Classification Few-Shot Learning
Code Code Available Whitening Sentence Representations for Better Semantics and Faster Retrieval Mar 29, 2021 Retrieval Sentence
Code Code Available A Comprehensive Review of the Video-to-Text Problem Mar 27, 2021 Question Answering Retrieval
Code Code Available More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval Mar 25, 2021 All Cross-Modal Retrieval
Code Code Available VLGrammar: Grounded Grammar Induction of Vision and Language Mar 24, 2021 Clustering Contrastive Learning
Code Code Available Temporal Context Aggregation Network for Temporal Action Proposal Refinement Mar 24, 2021 Action Detection Action Localization
Code Code Available NaturalProofs: Mathematical Theorem Proving in Natural Language Mar 24, 2021 Automated Theorem Proving Domain Generalization
Code Code Available CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example Mar 24, 2021 Articles Information Retrieval
Code Code Available Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning Mar 24, 2021 Cross-Modal Retrieval Retrieval
Code Code Available NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform Representation Mar 23, 2021 Autonomous Driving Loop Closure Detection
Code Code Available Multi-Modal Answer Validation for Knowledge-Based VQA Mar 23, 2021 Question Answering Retrieval
Code Code Available Instance-level Image Retrieval using Reranking Transformers Mar 22, 2021 Image Retrieval Reranking
Code Code Available Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Mar 22, 2021 Cross-Modal Retrieval Retrieval
Code Code Available Skeleton Merger: an Unsupervised Aligned Keypoint Detector Mar 19, 2021 Decoder Object Tracking
Code Code Available MDMMT: Multidomain Multimodal Transformer for Video Retrieval Mar 19, 2021 Retrieval Text to Video Retrieval
Code Code Available On Semantic Similarity in Video Retrieval Mar 18, 2021 Retrieval Semantic Similarity
Code Code Available LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval Mar 16, 2021 Image-text Retrieval Re-Ranking
Code Code Available Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association Mar 12, 2021 Diversity Retrieval
Code Code Available Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization Mar 11, 2021 geo-localization Image Generation
Code Code Available Semantic Models for the First-stage Retrieval: A Comprehensive Review Mar 8, 2021 Re-Ranking Retrieval
Code Code Available Simplified Data Wrangling with ir_datasets Mar 3, 2021 Information Retrieval Retrieval
Code Code Available 