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 RACE: Retrieval-Augmented Commit Message Generation Mar 5, 2022 Information Retrieval Retrieval
Code Code Available Just Rank: Rethinking Evaluation with Word and Sentence Similarities Mar 5, 2022 Benchmarking Semantic Similarity
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 