DeCEMBERT: Learning from Noisy Instructional Videos via Dense Captions and Entropy Minimization Jun 1, 2021 Question Answering Retrieval
Code Code Available 1Keyphrase Extraction from Scientific Articles via Extractive Summarization Jun 1, 2021 Articles Extractive Summarization
Code Code Available 1Improving Evidence Retrieval for Automated Explainable Fact-Checking Jun 1, 2021 Articles Fact Checking
Code Code Available 1Connecting Language and Vision for Natural Language-Based Vehicle Retrieval May 31, 2021 Language Modelling Management
Code Code Available 1Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model May 31, 2021 Image Retrieval Retrieval
Code Code Available 1Learning Relation Alignment for Calibrated Cross-modal Retrieval May 28, 2021 Cross-Modal Retrieval Image-text Retrieval
Code Code Available 1Adaptive Nearest Neighbor Machine Translation May 27, 2021 Machine Translation NMT
Code Code Available 1Corpus-Level Evaluation for Event QA: The IndiaPoliceEvents Corpus Covering the 2002 Gujarat Violence May 27, 2021 Articles Document Ranking
Code Code Available 1TIPCB: A Simple but Effective Part-based Convolutional Baseline for Text-based Person Search May 25, 2021 Image Retrieval Person Search
Code Code Available 1Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering May 25, 2021 Abstract Meaning Representation ARC
Code Code Available 1Retrieval Enhanced Model for Commonsense Generation May 24, 2021 model Retrieval
Code Code Available 1Neural Machine Translation with Monolingual Translation Memory May 24, 2021 Domain Adaptation Machine Translation
Code Code Available 1Fine-grained Post-training for Improving Retrieval-based Dialogue Systems May 24, 2021 Conversational Response Selection Retrieval
Code Code Available 1Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training May 24, 2021 Image Captioning Medical Visual Question Answering
Code Code Available 1LoopNet: Musical Loop Synthesis Conditioned On Intuitive Musical Parameters May 21, 2021 Information Retrieval Music Information Retrieval
Code Code Available 1CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud Registration May 21, 2021 Keypoint Detection Point Cloud Registration
Code Code Available 1Enhancing Cross-Sectional Currency Strategies by Context-Aware Learning to Rank with Self-Attention May 20, 2021 Information Retrieval Learning-To-Rank
Code Code Available 1An Empirical Study of Vehicle Re-Identification on the AI City Challenge May 20, 2021 Diversity Re-Ranking
Code Code Available 1Dual adversarial graph neural networks for multi-label cross-modal retrieval May 18, 2021 Cross-Modal Retrieval Retrieval
Code Code Available 1Prototype-supervised Adversarial Network for Targeted Attack of Deep Hashing May 17, 2021 Deep Hashing Image Retrieval
Code Code Available 1RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling May 14, 2021 Dialogue Generation Language Modeling
Code Code Available 1Video Corpus Moment Retrieval with Contrastive Learning May 13, 2021 Contrastive Learning Moment Retrieval
Code Code Available 1HyKnow: End-to-End Task-Oriented Dialog Modeling with Hybrid Knowledge Management May 13, 2021 Management Retrieval
Code Code Available 1Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters May 13, 2021 Response Generation Retrieval
Code Code Available 1Semantic Table Retrieval using Keyword and Table Queries May 13, 2021 Retrieval Table Retrieval
Code Code Available 1Semantic Diversity Learning for Zero-Shot Multi-label Classification May 12, 2021 Classification Diversity
Code Code Available 1Conversational Entity Linking: Problem Definition and Datasets May 11, 2021 Entity Linking Information Retrieval
Code Code Available 1Representation Learning via Global Temporal Alignment and Cycle-Consistency May 11, 2021 Action Classification Dynamic Time Warping
Code Code Available 1Few-Shot Conversational Dense Retrieval May 10, 2021 Conversational Search Retrieval
Code Code Available 1Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents May 9, 2021 Language Modeling Language Modelling
Code Code Available 1Joint Learning of Deep Retrieval Model and Product Quantization based Embedding Index May 9, 2021 Quantization Retrieval
Code Code Available 1Passage Retrieval for Outside-Knowledge Visual Question Answering May 9, 2021 Image Captioning Object
Code Code Available 1Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning May 8, 2021 Chinese Named Entity Recognition Chunking
Code Code Available 1Probabilistic Visual Place Recognition for Hierarchical Localization May 7, 2021 Image Retrieval Retrieval
Code Code Available 1Audio Retrieval with Natural Language Queries May 5, 2021 AudioCaps Audio to Text Retrieval
Code Code Available 1WTR: A Test Collection for Web Table Retrieval May 5, 2021 Retrieval Table Retrieval
Code Code Available 1Retrieving Complex Tables with Multi-Granular Graph Representation Learning May 4, 2021 Graph Representation Learning Natural Language Queries
Code Code Available 1SmoothI: Smooth Rank Indicators for Differentiable IR Metrics May 3, 2021 Information Retrieval Learning-To-Rank
Code Code Available 1GeoWINE: Geolocation based Wiki, Image,News and Event Retrieval Apr 30, 2021 Entity Retrieval image-classification
Code Code Available 1Boosting Co-teaching with Compression Regularization for Label Noise Apr 28, 2021 Data Compression image-classification
Code Code Available 1On the Unreasonable Effectiveness of Centroids in Image Retrieval Apr 28, 2021 Image Retrieval Person Re-Identification
Code Code Available 1TRECVID 2020: A comprehensive campaign for evaluating video retrieval tasks across multiple application domains Apr 27, 2021 Ad-hoc video search Instance Search
Code Code Available 1dEchorate: a Calibrated Room Impulse Response Database for Echo-aware Signal Processing Apr 27, 2021 Benchmarking Retrieval
Code Code Available 1Multimodal Clustering Networks for Self-supervised Learning from Unlabeled Videos Apr 26, 2021 Action Localization Clustering
Code Code Available 1The 5th AI City Challenge Apr 25, 2021 Anomaly Detection Computational Efficiency
Code Code Available 1Potential Idiomatic Expression (PIE)-English: Corpus for Classes of Idioms Apr 25, 2021 Information Retrieval Machine Translation
Code Code Available 1MusCaps: Generating Captions for Music Audio Apr 24, 2021 Audio captioning Classification
Code Code Available 1Learning Passage Impacts for Inverted Indexes Apr 24, 2021 Information Retrieval Language Modeling
Code Code Available 1VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text Apr 22, 2021 Action Classification Action Recognition
Code Code Available 1Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval Apr 18, 2021 BIG-bench Machine Learning Domain Adaptation
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