Text Representation

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP 2019 Simple and Effective Paraphrastic Similarity from Parallel Translations ACL 2019 Simple dynamic word embeddings for mapping perceptions in the public sphere NAACL 2019 Single Training Dimension Selection for Word Embedding with PCA EMNLP 2019 SLATE: A Super-Lightweight Annotation Tool for Experts ACL 2019 Structuring Latent Spaces for Stylized Response Generation EMNLP 2019 Studying Semantic Chain Shifts with Word2Vec: FOOD>MEAT>FLESH ACL 2019 SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings NAACL 2019 Syntactic Interchangeability in Word Embedding Models NAACL 2019 Syntax-Aware Neural Semantic Role Labeling AAAI 2019 Syntax-Ignorant N-gram Embeddings for Sentiment Analysis of Arabic Dialects ACL 2019 The BEA-2019 Shared Task on Grammatical Error Correction ACL 2019 The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019 The making of the Litkey Corpus, a richly annotated longitudinal corpus of German texts written by primary school children ACL 2019 The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019 Thirty Musts for Meaning Banking ACL 2019 TIGEr: Text-to-Image Grounding for Image Caption Evaluation EMNLP 2019 Times Are Changing: Investigating the Pace of Language Change in Diachronic Word Embeddings ACL 2019 Tkol, Httt, and r/radiohead: High Affinity Terms in Reddit Communities EMNLP 2019 Topic-Aware Neural Keyphrase Generation for Social Media Language ACL 2019 TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts AAAI 2019 Towards Turkish Abstract Meaning Representation ACL 2019 Towards Universal Semantic Representation ACL 2019 Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914 ACL 2019 Treat the Word As a Whole or Look Inside? Subword Embeddings Model Language Change and Typology ACL 2019