Utilizing a null class to restrict decision spaces and defend against neural network adversarial attacks Feb 24, 2020 Semantic Similarity Semantic Textual Similarity
Code Code Available End-To-End Graph-based Deep Semi-Supervised Learning Feb 23, 2020 Semantic Similarity Semantic Textual Similarity
— Unverified Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding Jan 29, 2020 Document Embedding Semantic Similarity
— Unverified Hybrid Semantic Recommender System for Chemical Compounds Jan 21, 2020 Collaborative Filtering Recommendation Systems
Code Code Available Classifying Wikipedia in a fine-grained hierarchy: what graphs can contribute Jan 21, 2020 Classification General Classification
— Unverified A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings Jan 17, 2020 Cross-Lingual Transfer POS
Code Code Available User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Jan 16, 2020 Intent Detection Natural Language Understanding
Code Code Available Enhancing lexical-based approach with external knowledge for Vietnamese multiple-choice machine reading comprehension Jan 16, 2020 Machine Reading Comprehension Multiple-choice
— Unverified Open Domain Question Answering Using Web Tables Jan 10, 2020 Open-Domain Question Answering Question Answering
— Unverified Ranking and Classification driven Feature Learning for Person Re_identification Dec 25, 2019 Classification General Classification
Code Code Available MALA: Cross-Domain Dialogue Generation with Action Learning Dec 18, 2019 Dialogue Generation Response Generation
— Unverified Semantic Similarity To Improve Question Understanding in a Virtual Patient Dec 16, 2019 Medical Diagnosis Semantic Similarity
— Unverified Homograph Disambiguation Through Selective Diacritic Restoration Dec 10, 2019 Machine Translation Part-Of-Speech Tagging
— Unverified Legal document retrieval across languages: topic hierarchies based on synsets Nov 28, 2019 Retrieval Semantic Similarity
— Unverified Instance Cross Entropy for Deep Metric Learning Nov 22, 2019 Metric Learning Semantic Similarity
— Unverified SemanticZ at SemEval-2016 Task 3: Ranking Relevant Answers in Community Question Answering Using Semantic Similarity Based on Fine-tuned Word Embeddings Nov 20, 2019 Community Question Answering Question Answering
Code Code Available Co-Attention Hierarchical Network: Generating Coherent Long Distractors for Reading Comprehension Nov 20, 2019 Decoder Distractor Generation
— Unverified Weakly-Supervised Video Moment Retrieval via Semantic Completion Network Nov 19, 2019 Moment Retrieval Retrieval
— Unverified A Bilingual Generative Transformer for Semantic Sentence Embedding Nov 10, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity Nov 9, 2019 Dimensionality Reduction Semantic Textual Similarity
— Unverified What Would Elsa Do? Freezing Layers During Transformer Fine-Tuning Nov 8, 2019 Linguistic Acceptability Natural Language Inference
— Unverified Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Nov 8, 2019 Articles counterfactual
— Unverified Explicit Pairwise Word Interaction Modeling Improves Pretrained Transformers for English Semantic Similarity Tasks Nov 7, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Gextext: Disease Network Extraction from Biomedical Literature Nov 6, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Machine Translation Evaluation using Bi-directional Entailment Nov 2, 2019 Machine Translation Semantic Similarity
— Unverified Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data Nov 1, 2019 Machine Translation Natural Language Understanding
— Unverified Incorporating Contextual and Syntactic Structures Improves Semantic Similarity Modeling Nov 1, 2019 Natural Language Inference Question Answering
— Unverified Cross-lingual Semantic Specialization via Lexical Relation Induction Nov 1, 2019 dialog state tracking Lexical Simplification
— Unverified Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation Nov 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Team GPLSI. Approach for automated fact checking Nov 1, 2019 Articles Fact Checking
— Unverified Normalising Non-standardised Orthography in Algerian Code-switched User-generated Data Nov 1, 2019 Decoder Semantic Textual Similarity
— Unverified Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach Nov 1, 2019 Meta-Learning Semantic Similarity
— Unverified Wasserstein distances for evaluating cross-lingual embeddings Oct 24, 2019 Cross-Lingual Document Classification Document Classification
— Unverified A Novel Approach for Automatic Bengali Question Answering System using Semantic Similarity Analysis Oct 23, 2019 POS POS Tagging
— Unverified A Comparison of Semantic Similarity Methods for Maximum Human Interpretability Oct 21, 2019 Information Retrieval Retrieval
— Unverified Textual analysis of artificial intelligence manuscripts reveals features associated with peer review outcome Oct 21, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Measuring semantic similarity of clinical trial outcomes using deep pre-trained language representations Oct 17, 2019 Deep Learning Semantic Similarity
— Unverified Universal Text Representation from BERT: An Empirical Study Oct 17, 2019 Learning-To-Rank Natural Language Inference
— Unverified Learning Analogy-Preserving Sentence Embeddings for Answer Selection Oct 11, 2019 Answer Selection Question Answering
— Unverified Domain-Relevant Embeddings for Medical Question Similarity Oct 9, 2019 Question Answering Question Similarity
— Unverified Learning event representations for temporal segmentation of image sequences by dynamic graph embedding Oct 8, 2019 Domain Adaptation Dynamic graph embedding
— Unverified Correlations between Word Vector Sets Oct 7, 2019 Semantic Textual Similarity STS
Code Code Available Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations Sep 30, 2019 Diversity Image Retrieval
— Unverified A weakly supervised adaptive triplet loss for deep metric learning Sep 27, 2019 Metric Learning Retrieval
— Unverified TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available Deep Contextualized Pairwise Semantic Similarity for Arabic Language Questions Sep 19, 2019 Community Question Answering Question Answering
— Unverified Semantic Relatedness Based Re-ranker for Text Spotting Sep 17, 2019 Clustering Dimensionality Reduction
Code Code Available Where are the Keys? -- Learning Object-Centric Navigation Policies on Semantic Maps with Graph Convolutional Networks Sep 16, 2019 Object Semantic Similarity
Code Code Available Hashtags are (not) judgemental: The untold story of Lok Sabha elections 2019 Sep 16, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization Sep 15, 2019 intent-classification Intent Classification
Code Code Available 