Text Representation

Generating flexible proper name references in text: Data, models and evaluation EACL 2017 Geographical Evaluation of Word Embeddings IJCNLP 2017 Hash Embeddings for Efficient Word Representations NeurIPS 2017 HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity SemEval 2017 High-risk learning: acquiring new word vectors from tiny data EMNLP 2017 How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis EACL 2017 Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels IJCNLP 2017 Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ACL 2017 Incremental Skip-gram Model with Negative Sampling EMNLP 2017 Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources EACL 2017 Injecting Word Embeddings with Another Language’s Resource : An Application of Bilingual Embeddings IJCNLP 2017 Instance-Aware Image and Sentence Matching With Selective Multimodal LSTM CVPR 2017 Instances and concepts in distributional space EACL 2017 Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017 Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity SemEval 2017 Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components EMNLP 2017 L2F/INESC-ID at SemEval-2017 Tasks 1 and 2: Lexical and semantic features in word and textual similarity SemEval 2017 Language-Independent Prediction of Psycholinguistic Properties of Words IJCNLP 2017 Learned in Translation: Contextualized Word Vectors NeurIPS 2017 Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases EACL 2017 Learning Co-Substructures by Kernel Dependence Maximization IJCAI 2017 Learning Language Representations for Typology Prediction EMNLP 2017 Learning Multi-faceted Knowledge Graph Embeddings for Natural Language Processing IJCAI 2017 Learning Sentence Representation with Guidance of Human Attention IJCAI 2017 Learning Synchronous Grammar Patterns for Assisted Writing for Second Language Learners IJCNLP 2017