Logic Constrained Pointer Networks for Interpretable Textual Similarity Jul 15, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available Unsupervised Paraphrasing via Deep Reinforcement Learning Jul 5, 2020 Deep Reinforcement Learning Diversity
— Unverified CORD19STS: COVID-19 Semantic Textual Similarity Dataset Jul 5, 2020 Information Retrieval Language Modelling
— Unverified Estimating Mutual Information Between Dense Word Embeddings Jul 1, 2020 Semantic Textual Similarity STS
— Unverified DeSpin: a prototype system for detecting spin in biomedical publications Jul 1, 2020 Articles Relation Extraction
— Unverified Evaluating the Utility of Model Configurations and Data Augmentation on Clinical Semantic Textual Similarity Jul 1, 2020 Data Augmentation Semantic Textual Similarity
— Unverified Text Classification with Negative Supervision Jul 1, 2020 Classification General Classification
— Unverified Unsupervised Semantic Hashing with Pairwise Reconstruction Jul 1, 2020 Decoder Semantic Similarity
Code Code Available Class-Similarity Based Label Smoothing for Confidence Calibration Jun 24, 2020 Decision Making Semantic Similarity
— Unverified Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet Jun 22, 2020 Clustering Information Retrieval
— Unverified SqueezeBERT: What can computer vision teach NLP about efficient neural networks? Jun 19, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Canonicalizing Open Knowledge Bases with Multi-Layered Meta-Graph Neural Network Jun 17, 2020 Graph Neural Network Noun Phrase Canonicalization
— Unverified MixMOOD: A systematic approach to class distribution mismatch in semi-supervised learning using deep dataset dissimilarity measures Jun 14, 2020 Multi-class Classification Semantic Similarity
Code Code Available Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data Jun 1, 2020 Classification Clustering
— Unverified Approche supervis\'ee de calcul de similarit\'e s\'emantique entre paires de phrases (Supervised approach to compute semantic similarity between sentence pairs) Jun 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Multi-Modality Cross Attention Network for Image and Sentence Matching Jun 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Boosting Few-Shot Learning With Adaptive Margin Loss May 28, 2020 Few-Shot Image Classification Few-Shot Learning
— Unverified Learning Tversky Similarity May 27, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling May 13, 2020 Abstractive Text Summarization Document Embedding
Code Code Available Learning to hash with semantic similarity metrics and empirical KL divergence May 11, 2020 Image Retrieval Retrieval
— Unverified Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics May 6, 2020 Language Modeling Language Modelling
Code Code Available Semi-supervised lung nodule retrieval May 4, 2020 Binary Classification Content-Based Image Retrieval
— Unverified SAPPHIRE: Simple Aligner for Phrasal Paraphrase with Hierarchical Representation May 1, 2020 Natural Language Inference Natural Language Understanding
— Unverified Building Semantic Grams of Human Knowledge May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Figure Me Out: A Gold Standard Dataset for Metaphor Interpretation May 1, 2020 Retrieval Semantic Similarity
— Unverified Towards a Gold Standard for Evaluating Danish Word Embeddings May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Multilingual Corpus Creation for Multilingual Semantic Similarity Task May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Towards Automatic Thesaurus Construction and Enrichment. May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified A French Corpus for Semantic Similarity May 1, 2020 Information Retrieval Machine Translation
— Unverified MSD-1030: A Well-built Multi-Sense Evaluation Dataset for Sense Representation Models May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction May 1, 2020 Clustering Semantic Similarity
— Unverified A Thesaurus for Biblical Hebrew May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Urban Dictionary Embeddings for Slang NLP Applications May 1, 2020 Clustering Sarcasm Detection
— Unverified Legal-ES: A Set of Large Scale Resources for Spanish Legal Text Processing May 1, 2020 Navigate Semantic Similarity
— Unverified Extrapolating Binder Style Word Embeddings to New Words May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Representing Verbs with Visual Argument Vectors May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Word Embedding Evaluation in Downstream Tasks and Semantic Analogies May 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified Combining Word Embeddings and N-grams for Unsupervised Document Summarization Apr 25, 2020 Diversity Document Summarization
— Unverified On Adversarial Examples for Biomedical NLP Tasks Apr 23, 2020 Language Modeling Language Modelling
— Unverified Evolution of Semantic Similarity -- A Survey Apr 19, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Style-transfer and Paraphrase: Looking for a Sensible Semantic Similarity Metric Apr 10, 2020 Machine Translation Semantic Similarity
— Unverified MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices Apr 6, 2020 Natural Language Inference Question Answering
Code Code Available Beyond Background-Aware Correlation Filters: Adaptive Context Modeling by Hand-Crafted and Deep RGB Features for Visual Tracking Apr 6, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified A random forest based computational model for predicting novel lncRNA-disease associations Mar 27, 2020 feature selection Prediction
Code Code Available Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Mar 10, 2020 Cross-Lingual Word Embeddings Representation Learning
— Unverified Unifying Specialist Image Embedding into Universal Image Embedding Mar 8, 2020 Face Verification Image Retrieval
— Unverified Friend Recommendation based on Hashtags Analysis Mar 7, 2020 Clustering Recommendation Systems
— Unverified Comment Ranking Diversification in Forum Discussions Feb 27, 2020 Re-Ranking Semantic Similarity
Code Code Available A Quadruplet Loss for Enforcing Semantically Coherent Embeddings in Multi-output Classification Problems Feb 26, 2020 General Classification Retrieval
Code Code Available Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction Feb 25, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified 