On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning Jul 1, 2022 Intent Detection Meta-Learning
Code Code Available SynWMD: Syntax-aware Word Mover's Distance for Sentence Similarity Evaluation Jun 20, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available Zero-shot object goal visual navigation Jun 15, 2022 Knowledge Graphs Object
Code Code Available TURJUMAN: A Public Toolkit for Neural Arabic Machine Translation May 27, 2022 Machine Translation Semantic Similarity
Code Code Available HIRL: A General Framework for Hierarchical Image Representation Learning May 26, 2022 Image Clustering Representation Learning
Code Code Available Few-Shot Image Classification Benchmarks are Too Far From Reality: Build Back Better with Semantic Task Sampling May 10, 2022 Few-Shot Image Classification General Classification
Code Code Available EASE: Entity-Aware Contrastive Learning of Sentence Embedding May 9, 2022 Clustering Contrastive Learning
Code Code Available Debiased Contrastive Learning of Unsupervised Sentence Representations May 2, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available A large-scale computational study of content preservation measures for text style transfer and paraphrase generation May 1, 2022 Paraphrase Generation Semantic Similarity
Code Code Available SANA: Cross-Species Prediction of Gene Ontology GO Annotations via Topological Network Alignment Apr 26, 2022 Semantic Similarity Semantic Textual Similarity
Code Code Available MCSE: Multimodal Contrastive Learning of Sentence Embeddings Apr 22, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval Apr 18, 2022 Adversarial Attack Adversarial Defense
Code Code Available Towards Better Understanding of User Satisfaction in Open-Domain Conversational Search Apr 6, 2022 Conversational Search Semantic Similarity
Code Code Available Attributable Visual Similarity Learning Mar 28, 2022 Metric Learning Semantic Similarity
Code Code Available RELIC: Retrieving Evidence for Literary Claims Mar 18, 2022 Information Retrieval Retrieval
Code Code Available RoMe: A Robust Metric for Evaluating Natural Language Generation Mar 17, 2022 Natural Language Understanding Semantic Similarity
Code Code Available Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Mar 14, 2022 Attribute Contrastive Learning
Code Code Available MarkBERT: Marking Word Boundaries Improves Chinese BERT Mar 12, 2022 Chinese Named Entity Recognition named-entity-recognition
Code Code Available A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Mar 11, 2022 Contrastive Learning Semantic Textual Similarity
Code Code Available Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity Mar 10, 2022 Adversarial Attack Semantic Similarity
Code Code Available Just Rank: Rethinking Evaluation with Word and Sentence Similarities Mar 5, 2022 Benchmarking Semantic Similarity
Code Code Available RACE: Retrieval-Augmented Commit Message Generation Mar 5, 2022 Information Retrieval Retrieval
Code Code Available Toward Interpretable Semantic Textual Similarity via Optimal Transport-based Contrastive Sentence Learning Feb 26, 2022 Contrastive Learning Language Modeling
Code Code Available Learning Deep Semantic Model for Code Search using CodeSearchNet Corpus Jan 27, 2022 Code Search Information Retrieval
Code Code Available Reading-strategy Inspired Visual Representation Learning for Text-to-Video Retrieval Jan 23, 2022 Representation Learning Retrieval
Code Code Available SNCSE: Contrastive Learning for Unsupervised Sentence Embedding with Soft Negative Samples Jan 16, 2022 Contrastive Learning Data Augmentation
Code Code Available DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings Dec 10, 2021 Contrastive Learning Knowledge Distillation
Code Code Available KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings Dec 9, 2021 Contrastive Learning Graph Embedding
Code Code Available A Simple Long-Tailed Recognition Baseline via Vision-Language Model Nov 29, 2021 Contrastive Learning Language Modeling
Code Code Available Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning Nov 29, 2021 Contrastive Learning Linear evaluation
Code Code Available Few-Shot Object Detection via Association and DIscrimination Nov 23, 2021 Few-Shot Object Detection Object
Code Code Available MarkBERT: Marking Word Boundaries Improves Chinese BERT Nov 16, 2021 Chinese Named Entity Recognition named-entity-recognition
Code Code Available TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning Nov 1, 2021 Denoising Domain Adaptation
Code Code Available Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity Oct 27, 2021 Object object-detection
Code Code Available Self-supervised similarity search for large scientific datasets Oct 25, 2021 Self-Supervised Learning Semantic Similarity
Code Code Available Efficient Neural Ranking using Forward Indexes Oct 12, 2021 CPU Document Ranking
Code Code Available Multi-Modal Interaction Graph Convolutional Network for Temporal Language Localization in Videos Oct 12, 2021 Semantic correspondence Semantic Similarity
Code Code Available What Makes Sentences Semantically Related: A Textual Relatedness Dataset and Empirical Study Oct 10, 2021 Question Answering Semantic Similarity
Code Code Available Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Oct 8, 2021 Language Modeling Language Modelling
Code Code Available SlovakBERT: Slovak Masked Language Model Sep 30, 2021 Language Modeling Language Modelling
Code Code Available Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations Sep 27, 2021 Contrastive Learning Language Modelling
Code Code Available DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings Sep 26, 2021 Contrastive Learning Semantic Textual Similarity
Code Code Available AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators Sep 21, 2021 Contrastive Learning Graph Representation Learning
Code Code Available Pairwise Supervised Contrastive Learning of Sentence Representations Sep 12, 2021 Contrastive Learning Natural Language Inference
Code Code Available ARMAN: Pre-training with Semantically Selecting and Reordering of Sentences for Persian Abstractive Summarization Sep 9, 2021 Abstractive Text Summarization Decoder
Code Code Available NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Aug 29, 2021 Semantic Similarity Semantic Textual Similarity
Code Code Available Reinforcement Learning-powered Semantic Communication via Semantic Similarity Aug 27, 2021 reinforcement-learning Reinforcement Learning
Code Code Available When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? Aug 26, 2021 Contrastive Learning Data Augmentation
Code Code Available Semantic-Preserving Adversarial Text Attacks Aug 23, 2021 Adversarial Text Semantic Similarity
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