Embedding Learning

Syntax Encoding with Application in Authorship Attribution EMNLP 2018 Tag-based Weakly-supervised Hashing for Image Retrieval IJCAI 2018 TakeLab at SemEval-2018 Task12: Argument Reasoning Comprehension with Skip-Thought Vectors SemEval 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 Task-oriented Word Embedding for Text Classification COLING 2018 Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction NAACL 2018 Ternary Twitter Sentiment Classification with Distant Supervision and Sentiment-Specific Word Embeddings EMNLP 2018 The Global Anchor Method for Quantifying Linguistic Shifts and Domain Adaptation NeurIPS 2018 The Search Problem in Mixture Models JMLR 2018 The UWNLP system at SemEval-2018 Task 7: Neural Relation Extraction Model with Selectively Incorporated Concept Embeddings SemEval 2018 The Word Analogy Testing Caveat NAACL 2018 Think Globally, Embed Locally --- Locally Linear Meta-embedding of Words IJCAI 2018 Training Utterance-level Embedding Networks for Speaker Identification and Verification Interspeech 2018 Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism IJCAI 2018 Tree Edit Distance Learning via Adaptive Symbol Embeddings ICML 2018 Triplet Loss Based Cosine Similarity Metric Learning for Text-independent Speaker Recognition Interspeech 2018 Type-Sensitive Knowledge Base Inference Without Explicit Type Supervision ACL 2018 UMDuluth-CS8761 at SemEval-2018 Task9: Hypernym Discovery using Hearst Patterns, Co-occurrence frequencies and Word Embeddings SemEval 2018 UNAM at SemEval-2018 Task 10: Unsupervised Semantic Discriminative Attribute Identification in Neural Word Embedding Cones SemEval 2018 UNBNLP at SemEval-2018 Task 10: Evaluating unsupervised approaches to capturing discriminative attributes SemEval 2018 Universal Sentence Encoder for English EMNLP 2018 Unspeech: Unsupervised Speech Context Embeddings Interspeech 2018 Unsupervised and Efficient Vocabulary Expansion for Recurrent Neural Network Language Models in ASR Interspeech 2018 Unsupervised Cross-lingual Transfer of Word Embedding Spaces EMNLP 2018 Unsupervised Cross-Modal Alignment of Speech and Text Embedding Spaces NeurIPS 2018