Semantic flow in language networks May 18, 2019 Community Detection Philosophy
Code Code Available ERNIE: Enhanced Language Representation with Informative Entities May 17, 2019 Entity Linking Entity Typing
Code Code Available Don't Blame Distributional Semantics if it can't do Entailment May 17, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified DistillHash: Unsupervised Deep Hashing by Distilling Data Pairs May 9, 2019 Deep Hashing Semantic Similarity
— Unverified Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling May 4, 2019 AI Agent Knowledge Graphs
Code Code Available Detecting Collocations Similarity via Logical-Linguistic Model May 1, 2019 model Semantic Similarity
— Unverified Detecting Paraphrases of Standard Clause Titles in Insurance Contracts May 1, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Personalized Ranking in eCommerce Search Apr 30, 2019 Re-Ranking Semantic Similarity
— Unverified Model Comparison for Semantic Grouping Apr 30, 2019 model Semantic Similarity
Code Code Available Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors Apr 30, 2019 Semantic Textual Similarity Sentence
Code Code Available Supervised Online Hashing via Hadamard Codebook Learning Apr 28, 2019 Retrieval Semantic Similarity
Code Code Available Wasserstein-Fisher-Rao Document Distance Apr 23, 2019 GPU Semantic Similarity
— Unverified Deep Metric Learning Beyond Binary Supervision Apr 21, 2019 Image Captioning Image Retrieval
Code Code Available Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding Apr 20, 2019 Ensemble Learning Knowledge Distillation
— Unverified ERNIE: Enhanced Representation through Knowledge Integration Apr 19, 2019 Chinese Named Entity Recognition Chinese Sentence Pair Classification
Code Code Available Continual Learning for Sentence Representations Using Conceptors Apr 18, 2019 Continual Learning Semantic Textual Similarity
Code Code Available Inpatient2Vec: Medical Representation Learning for Inpatients Apr 18, 2019 Representation Learning Semantic Similarity
— Unverified MoralStrength: Exploiting a Moral Lexicon and Embedding Similarity for Moral Foundations Prediction Apr 17, 2019 Decision Making LEMMA
Code Code Available Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study Apr 11, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Word Similarity Datasets for Thai: Construction and Evaluation Apr 8, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available LICD: A Language-Independent Approach for Aspect Category Detection Apr 7, 2019 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified A new approach for measuring semantic similarity of ontology concepts using dynamic programming Apr 4, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Signal-to-Noise Ratio: A Robust Distance Metric for Deep Metric Learning Apr 4, 2019 Clustering Deep Hashing
— Unverified Triplet-Based Deep Hashing Network for Cross-Modal Retrieval Apr 4, 2019 Cross-Modal Retrieval Deep Hashing
— Unverified A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations Apr 2, 2019 Disentanglement Semantic Similarity
Code Code Available Import2vec - Learning Embeddings for Software Libraries Mar 27, 2019 Semantic Similarity Semantic Textual Similarity
Code Code Available Learning semantic sentence representations from visually grounded language without lexical knowledge Mar 27, 2019 Grounded language learning Learning Semantic Representations
Code Code Available Cross-modal Subspace Learning via Kernel Correlation Maximization and Discriminative Structure Preserving Mar 26, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified Comparison of State-of-the-Art Deep Learning APIs for Image Multi-Label Classification using Semantic Metrics Mar 21, 2019 General Classification Multi-Label Classification
Code Code Available Ranked List Loss for Deep Metric Learning Mar 8, 2019 Image Retrieval Metric Learning
Code Code Available EL Embeddings: Geometric construction of models for the Description Logic EL ++ Feb 27, 2019 Graph Embedding Knowledge Graph Embedding
Code Code Available Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available Sentence transition matrix: An efficient approach that preserves sentence semantics Jan 16, 2019 Document Summarization Semantic Textual Similarity
— Unverified Investigating Antigram Behaviour using Distributional Semantics Jan 15, 2019 Semantic Similarity Semantic Textual Similarity
— Unverified ParaBank: Monolingual Bitext Generation and Sentential Paraphrasing via Lexically-constrained Neural Machine Translation Jan 11, 2019 Diversity Machine Translation
— Unverified Hierarchy Neighborhood Discriminative Hashing for An Unified View of Single-Label and Multi-Label Image retrieval Jan 10, 2019 Image Retrieval Multi-Label Image Retrieval
— Unverified Improving Context-Aware Semantic Relationships in Sparse Mobile Datasets Dec 23, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified Iterative Relevance Feedback for Answer Passage Retrieval with Passage-level Semantic Match Dec 20, 2018 Passage Retrieval Retrieval
— Unverified TextBugger: Generating Adversarial Text Against Real-world Applications Dec 13, 2018 Adversarial Text Machine Translation
Code Code Available Temporal Analysis of Entity Relatedness and its Evolution using Wikipedia and DBpedia Dec 12, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified MedSim: A Novel Semantic Similarity Measure in Bio-medical Knowledge Graphs Dec 5, 2018 Knowledge Graphs Semantic Similarity
— Unverified Are you tough enough? Framework for Robustness Validation of Machine Comprehension Systems Dec 5, 2018 Question Answering Reading Comprehension
Code Code Available A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions Dec 5, 2018 Entity Linking Learning-To-Rank
— Unverified Twitter-based traffic information system based on vector representations for words Dec 4, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified Learning semantic similarity in a continuous space Dec 1, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified Generative Models for Simulating Mobility Trajectories Nov 30, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified The MeSH-gram Neural Network Model: Extending Word Embedding Vectors with MeSH Concepts for UMLS Semantic Similarity and Relatedness in the Biomedical Domain Nov 28, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts Nov 28, 2018 Medical Concept Normalization Semantic Similarity
— Unverified Generalised Differential Privacy for Text Document Processing Nov 26, 2018 Authorship Attribution BIG-bench Machine Learning
— Unverified Correcting the Common Discourse Bias in Linear Representation of Sentences using Conceptors Nov 17, 2018 Semantic Textual Similarity Sentence
— Unverified 