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 