Characters or Morphemes: How to Represent Words? Jul 1, 2018 Representation Learning Semantic Textual Similarity
— Unverified WordNet Embeddings Jul 1, 2018 Representation Learning Semantic Similarity
Code Code Available Learning Distributional Token Representations from Visual Features Jul 1, 2018 Machine Translation NMT
— Unverified A Short Answer Grading System in Chinese by Support Vector Approach Jul 1, 2018 BIG-bench Machine Learning Semantic Textual Similarity
— Unverified Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation Jul 1, 2018 Dialogue State Tracking Representation Learning
— Unverified Exploring Semantic Properties of Sentence Embeddings Jul 1, 2018 Machine Translation Reading Comprehension
— Unverified Are BLEU and Meaning Representation in Opposition? Jul 1, 2018 General Classification Machine Translation
— Unverified Explicit Retrofitting of Distributional Word Vectors Jul 1, 2018 dialog state tracking Lexical Simplification
— Unverified Learning Thematic Similarity Metric from Article Sections Using Triplet Networks Jul 1, 2018 Articles Clustering
— Unverified A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text Jul 1, 2018 Information Retrieval Reading Comprehension
— Unverified Learning-based Composite Metrics for Improved Caption Evaluation Jul 1, 2018 Image Captioning Language Modeling
— Unverified Using pseudo-senses for improving the extraction of synonyms from word embeddings Jul 1, 2018 Dimensionality Reduction Semantic Similarity
— Unverified Paragraph-based complex networks: application to document classification and authenticity verification Jun 22, 2018 Diversity Document Classification
— Unverified The Corpus Replication Task Jun 20, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering Jun 12, 2018 Natural Language Inference Paraphrase Identification
Code Code Available Improving Language Understanding by Generative Pre-Training Jun 11, 2018 Cloze Test Document Classification
Code Code Available Deploying Deep Ranking Models for Search Verticals Jun 6, 2018 BIG-bench Machine Learning Semantic Similarity
— Unverified Semi-Supervised Clustering with Neural Networks Jun 5, 2018 Clustering Deep Clustering
— Unverified Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning Jun 1, 2018 Machine Translation Semantic Textual Similarity
— Unverified GKR: the Graphical Knowledge Representation for semantic parsing Jun 1, 2018 Natural Language Inference Semantic Parsing
— Unverified Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks Jun 1, 2018 Binary Classification Classification
— Unverified Igevorse at SemEval-2018 Task 10: Exploring an Impact of Word Embeddings Concatenation for Capturing Discriminative Attributes Jun 1, 2018 BIG-bench Machine Learning General Classification
— Unverified ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention Jun 1, 2018 ARC Information Retrieval
— Unverified ALB at SemEval-2018 Task 10: A System for Capturing Discriminative Attributes Jun 1, 2018 Attribute Dependency Parsing
— Unverified Meaning\_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings Jun 1, 2018 Semantic Textual Similarity Word Embeddings
— Unverified SemEval-2018 Task 10: Capturing Discriminative Attributes Jun 1, 2018 Attribute Semantic Similarity
— Unverified THU\_NGN at SemEval-2018 Task 10: Capturing Discriminative Attributes with MLP-CNN model Jun 1, 2018 Attribute Semantic Similarity
— Unverified IRCMS at SemEval-2018 Task 7 : Evaluating a basic CNN Method and Traditional Pipeline Method for Relation Classification Jun 1, 2018 General Classification Named Entity Recognition (NER)
— Unverified ECNU at SemEval-2018 Task 10: Evaluating Simple but Effective Features on Machine Learning Methods for Semantic Difference Detection Jun 1, 2018 Attribute BIG-bench Machine Learning
— Unverified Measuring Frame Instance Relatedness Jun 1, 2018 Clustering Reading Comprehension
— Unverified ABDN at SemEval-2018 Task 10: Recognising Discriminative Attributes using Context Embeddings and WordNet Jun 1, 2018 Attribute Semantic Textual Similarity
— Unverified UNBNLP at SemEval-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes Jun 1, 2018 Semantic Textual Similarity Sentence
— Unverified UMD at SemEval-2018 Task 10: Can Word Embeddings Capture Discriminative Attributes? Jun 1, 2018 Attribute Binary Classification
— Unverified NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge Jun 1, 2018 Attribute Machine Translation
— Unverified ALANIS at SemEval-2018 Task 3: A Feature Engineering Approach to Irony Detection in English Tweets Jun 1, 2018 Feature Engineering regression
— Unverified SUNNYNLP at SemEval-2018 Task 10: A Support-Vector-Machine-Based Method for Detecting Semantic Difference using Taxonomy and Word Embedding Features Jun 1, 2018 Dialogue State Tracking Question Answering
Code Code Available Peperomia at SemEval-2018 Task 2: Vector Similarity Based Approach for Emoji Prediction Jun 1, 2018 Classification General Classification
— Unverified Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association Jun 1, 2018 Attribute Relation
— Unverified UniMelb at SemEval-2018 Task 12: Generative Implication using LSTMs, Siamese Networks and Semantic Representations with Synonym Fuzzing Jun 1, 2018 General Classification Multi-Task Learning
— Unverified Specialising Word Vectors for Lexical Entailment Jun 1, 2018 Dialogue State Tracking Lexical Entailment
Code Code Available Analogies in Complex Verb Meaning Shifts: the Effect of Affect in Semantic Similarity Models Jun 1, 2018 General Classification Semantic Similarity
— Unverified Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks Jun 1, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified The Word Analogy Testing Caveat Jun 1, 2018 Semantic Textual Similarity Transfer Learning
— Unverified Multi-Label Transfer Learning for Multi-Relational Semantic Similarity May 31, 2018 Multi-Task Learning regression
— Unverified Legal Document Retrieval using Document Vector Embeddings and Deep Learning May 27, 2018 Deep Learning Information Retrieval
— Unverified R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering May 24, 2018 Question Answering Relation
Code Code Available Character-based Neural Networks for Sentence Pair Modeling May 21, 2018 Language Modeling Language Modelling
Code Code Available Sentence Modeling via Multiple Word Embeddings and Multi-level Comparison for Semantic Textual Similarity May 21, 2018 Natural Language Inference Relation
— Unverified Weight Initialization in Neural Language Models May 12, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified MTFH: A Matrix Tri-Factorization Hashing Framework for Efficient Cross-Modal Retrieval May 4, 2018 Cross-Modal Retrieval Retrieval
Code Code Available 