Text Representation

ExpBERT: Representation Engineering with Natural Language Explanations ACL 2020 Expert Concept-Modeling Ground Truth Construction for Word Embeddings Evaluation in Concept-Focused Domains COLING 2020 Explainable and Discourse Topic-aware Neural Language Understanding ICML 2020 Explaining the Trump Gap in Social Distancing Using COVID Discourse EMNLP 2020 Exploring diachronic syntactic shifts with dependency length: the case of scientific English COLING 2020 Exploring the Linear Subspace Hypothesis in Gender Bias Mitigation EMNLP 2020 Exploring the Value of Personalized Word Embeddings COLING 2020 Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings EMNLP 2020 FLAT: Chinese NER Using Flat-Lattice Transformer ACL 2020 From Hero to Zéroe: A Benchmark of Low-Level Adversarial Attacks AACL 2020 From LFG To UD: A Combined Approach COLING 2020 fugashi, a Tool for Tokenizing Japanese in Python EMNLP 2020 Getting the ##life out of living: How Adequate Are Word-Pieces for Modelling Complex Morphology? ACL 2020 GGPONC: A Corpus of German Medical Text with Rich Metadata Based on Clinical Practice Guidelines EMNLP 2020 Glyph2Vec: Learning Chinese Out-of-Vocabulary Word Embedding from Glyphs ACL 2020 Going Beyond T-SNE: Exposing whatlies in Text Embeddings EMNLP 2020 Graph-based Syntactic Word Embeddings COLING 2020 How to Probe Sentence Embeddings in Low-Resource Languages: On Structural Design Choices for Probing Task Evaluation CoNLL 2020 HurtBERT: Incorporating Lexical Features with BERT for the Detection of Abusive Language EMNLP 2020 Hypernym Detection Using Strict Partial Order Networks AAAI 2020 IGT2P: From Interlinear Glossed Texts to Paradigms EMNLP 2020 Implicit Skills Extraction Using Document Embedding and Its Use in Job Recommendation AAAI 2020 Improved Learning of Word Embeddings with Word Definitions and Semantic Injection Interspeech 2020 Improving Bilingual Lexicon Induction with Unsupervised Post-Processing of Monolingual Word Vector Spaces ACL 2020 Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020