Text Representation

Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings ACL 2017 Riemannian Optimization for Skip-Gram Negative Sampling ACL 2017 RUFINO at SemEval-2017 Task 2: Cross-lingual lexical similarity by extending PMI and word embeddings systems with a Swadesh’s-like list SemEval 2017 SCDV : Sparse Composite Document Vectors using soft clustering over distributional representations EMNLP 2017 Segmentation-Free Word Embedding for Unsegmented Languages EMNLP 2017 Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017 Semantic Features Based on Word Alignments for Estimating Quality of Text Simplification IJCNLP 2017 Semantic Visualization for Short Texts with Word Embeddings IJCAI 2017 Sequence Effects in Crowdsourced Annotations EMNLP 2017 Skip-Gram − Zipf + Uniform = Vector Additivity ACL 2017 Socialized Word Embeddings IJCAI 2017 Structured Embedding Models for Grouped Data NeurIPS 2017 Supervised Learning of Universal Sentence Representations from Natural Language Inference Data EMNLP 2017 SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation EMNLP 2017 Temporal dynamics of semantic relations in word embeddings: an application to predicting armed conflict participants EMNLP 2017 Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings ACL 2017 The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts EACL 2017 The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density Interspeech 2017 The Interplay of Semantics and Morphology in Word Embeddings EACL 2017 The Language of Place: Semantic Value from Geospatial Context EACL 2017 The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic Resource EMNLP 2017 The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations EACL 2017 The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy CoNLL 2017 The strange geometry of skip-gram with negative sampling EMNLP 2017 Topic Signatures in Political Campaign Speeches EMNLP 2017