GenSense: A Generalized Sense Retrofitting Model Aug 1, 2018 model Semantic Similarity
Code Code Available LTV: Labeled Topic Vector Aug 1, 2018 General Classification Semantic Textual Similarity
— Unverified SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings Aug 1, 2018 Relation Extraction Semantic Textual Similarity
— Unverified Effective Parallel Corpus Mining using Bilingual Sentence Embeddings Jul 31, 2018 Machine Translation NMT
— Unverified Clustering Prominent People and Organizations in Topic-Specific Text Corpora Jul 27, 2018 Articles Clustering
— Unverified Large-Scale Multi-Domain Belief Tracking with Knowledge Sharing Jul 17, 2018 Multi-domain Dialogue State Tracking Semantic Similarity
Code Code Available Pangloss: Fast Entity Linking in Noisy Text Environments Jul 16, 2018 Articles Entity Disambiguation
— Unverified Linear Transformations for Cross-lingual Semantic Textual Similarity Jul 11, 2018 Cross-Lingual Semantic Textual Similarity Machine Translation
— Unverified A Short Answer Grading System in Chinese by Support Vector Approach Jul 1, 2018 BIG-bench Machine Learning Semantic Textual Similarity
— Unverified Using pseudo-senses for improving the extraction of synonyms from word embeddings Jul 1, 2018 Dimensionality Reduction Semantic Similarity
— Unverified Explicit Retrofitting of Distributional Word Vectors Jul 1, 2018 dialog state tracking Lexical Simplification
— Unverified A Spatial Model for Extracting and Visualizing Latent Discourse Structure in Text Jul 1, 2018 Information Retrieval Reading Comprehension
— Unverified Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation Jul 1, 2018 Dialogue State Tracking Representation Learning
— Unverified Learning Distributional Token Representations from Visual Features Jul 1, 2018 Machine Translation NMT
— Unverified Learning Thematic Similarity Metric from Article Sections Using Triplet Networks Jul 1, 2018 Articles Clustering
— Unverified Exploring Semantic Properties of Sentence Embeddings Jul 1, 2018 Machine Translation Reading Comprehension
— Unverified WordNet Embeddings Jul 1, 2018 Representation Learning Semantic Similarity
Code Code Available Characters or Morphemes: How to Represent Words? Jul 1, 2018 Representation Learning Semantic Textual Similarity
— Unverified Learning-based Composite Metrics for Improved Caption Evaluation Jul 1, 2018 Image Captioning Language Modeling
— Unverified Are BLEU and Meaning Representation in Opposition? Jul 1, 2018 General Classification Machine Translation
— 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 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 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 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 ALANIS at SemEval-2018 Task 3: A Feature Engineering Approach to Irony Detection in English Tweets Jun 1, 2018 Feature Engineering regression
— Unverified ITNLP-ARC at SemEval-2018 Task 12: Argument Reasoning Comprehension with Attention Jun 1, 2018 ARC Information Retrieval
— Unverified GKR: the Graphical Knowledge Representation for semantic parsing Jun 1, 2018 Natural Language Inference Semantic Parsing
— 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 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 The Word Analogy Testing Caveat Jun 1, 2018 Semantic Textual Similarity Transfer Learning
— 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 Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks Jun 1, 2018 Binary Classification Classification
— Unverified Analogies in Complex Verb Meaning Shifts: the Effect of Affect in Semantic Similarity Models Jun 1, 2018 General Classification Semantic 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 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 ABDN at SemEval-2018 Task 10: Recognising Discriminative Attributes using Context Embeddings and WordNet Jun 1, 2018 Attribute Semantic Textual Similarity
— Unverified Measuring Frame Instance Relatedness Jun 1, 2018 Clustering Reading Comprehension
— Unverified Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks Jun 1, 2018 Semantic Similarity Semantic Textual Similarity
— Unverified Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning Jun 1, 2018 Machine Translation Semantic Textual Similarity
— 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 Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association Jun 1, 2018 Attribute Relation
— Unverified Peperomia at SemEval-2018 Task 2: Vector Similarity Based Approach for Emoji Prediction Jun 1, 2018 Classification General Classification
— Unverified ALB at SemEval-2018 Task 10: A System for Capturing Discriminative Attributes Jun 1, 2018 Attribute Dependency Parsing
— Unverified Specialising Word Vectors for Lexical Entailment Jun 1, 2018 Dialogue State Tracking Lexical Entailment
Code Code Available 