Effective Transfer Learning for Identifying Similar Questions: Matching User Questions to COVID-19 FAQs Aug 4, 2020 Question Answering Question Similarity
— Unverified Measuring prominence of scientific work in online news as a proxy for impact Jul 28, 2020 Articles Semantic Similarity
— Unverified Big Bird: Transformers for Longer Sequences Jul 28, 2020 Linguistic Acceptability Natural Language Inference
Code Code Available Hard negative examples are hard, but useful Jul 24, 2020 Image Retrieval Metric Learning
Code Code Available Check_square at CheckThat! 2020: Claim Detection in Social Media via Fusion of Transformer and Syntactic Features Jul 21, 2020 Fact Checking Retrieval
Code Code Available Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Jul 19, 2020 Fake News Detection Language Modeling
Code Code Available Logic Constrained Pointer Networks for Interpretable Textual Similarity Jul 15, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available CORD19STS: COVID-19 Semantic Textual Similarity Dataset Jul 5, 2020 Information Retrieval Language Modelling
— Unverified Unsupervised Paraphrasing via Deep Reinforcement Learning Jul 5, 2020 Deep Reinforcement Learning Diversity
— Unverified Language-agnostic BERT Sentence Embedding Jul 3, 2020 Language Modeling Language Modelling
Code Code Available Unsupervised Semantic Hashing with Pairwise Reconstruction Jul 1, 2020 Decoder Semantic Similarity
Code Code Available 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 Estimating Mutual Information Between Dense Word Embeddings Jul 1, 2020 Semantic Textual Similarity STS
— Unverified Text Classification with Negative Supervision Jul 1, 2020 Classification General Classification
— Unverified tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Jul 1, 2020 Natural Language Understanding Semantic Similarity
Code Code Available A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards Jun 27, 2020 Machine Translation reinforcement-learning
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 DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available 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 Shoestring: Graph-Based Semi-Supervised Classification With Severely Limited Labeled Data Jun 1, 2020 Classification Clustering
— Unverified Multi-Modality Cross Attention Network for Image and Sentence Matching Jun 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Automatic Generation of Topic Labels May 29, 2020 Descriptive Information Retrieval
Code Code Available 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 SUPERT: Towards New Frontiers in Unsupervised Evaluation Metrics for Multi-Document Summarization May 7, 2020 Document Summarization Multi-Document Summarization
Code Code Available Autoencoding Pixies: Amortised Variational Inference with Graph Convolutions for Functional Distributional Semantics May 6, 2020 Language Modeling Language Modelling
Code Code Available Neural CRF Model for Sentence Alignment in Text Simplification May 5, 2020 Articles Semantic Similarity
Code Code Available Semi-supervised lung nodule retrieval May 4, 2020 Binary Classification Content-Based Image Retrieval
— Unverified Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction May 4, 2020 Language Modeling Language Modelling
Code Code Available On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation May 3, 2020 Cross-Lingual Transfer Language Modeling
Code Code Available Synthesizer: Rethinking Self-Attention in Transformer Models May 2, 2020 Abstractive Text Summarization Dialogue Generation
Code Code Available Figure Me Out: A Gold Standard Dataset for Metaphor Interpretation May 1, 2020 Retrieval Semantic Similarity
— Unverified MSD-1030: A Well-built Multi-Sense Evaluation Dataset for Sense Representation Models May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified SAPPHIRE: Simple Aligner for Phrasal Paraphrase with Hierarchical Representation May 1, 2020 Natural Language Inference Natural Language Understanding
— Unverified Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction May 1, 2020 Clustering Semantic Similarity
— Unverified Towards a Gold Standard for Evaluating Danish Word Embeddings 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 A French Corpus for Semantic Similarity May 1, 2020 Information Retrieval Machine Translation
— Unverified Urban Dictionary Embeddings for Slang NLP Applications May 1, 2020 Clustering Sarcasm Detection
— Unverified Building Semantic Grams of Human Knowledge 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 Extrapolating Binder Style Word Embeddings to New Words May 1, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified 