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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

Gating Mechanisms for Combining Character and Word-level Word Representations: an Empirical Study NAACL 2019 Gender Bias in Contextualized Word Embeddings NAACL 2019 Gender-preserving Debiasing for Pre-trained Word Embeddings ACL 2019 Generalized Tuning of Distributional Word Vectors for Monolingual and Cross-Lingual Lexical Entailment ACL 2019 Generating Timelines by Modeling Semantic Change CoNLL 2019 Getting in Shape: Word Embedding SubSpaces IJCAI 2019 Global Textual Relation Embedding for Relational Understanding ACL 2019 GlobalTrait: Personality Alignment of Multilingual Word Embeddings AAAI 2019 GlossBERT: BERT for Word Sense Disambiguation with Gloss Knowledge EMNLP 2019 Glyce: Glyph-vectors for Chinese Character Representations NeurIPS 2019 Grammar and Meaning: Analysing the Topology of Diachronic Word Embeddings ACL 2019 Grounded Word Sense Translation NAACL 2019 GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter SemEval 2019 HEAD-QA: A Healthcare Dataset for Complex Reasoning ACL 2019 Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems EMNLP 2019 Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition EMNLP 2019 HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing SemEval 2019 Homograph Disambiguation through Selective Diacritic Restoration ACL 2019 How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings EMNLP 2019 How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CoNLL 2019 How Multilingual is Multilingual BERT? ACL 2019 How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions ACL 2019 How well do NLI models capture verb veridicality? EMNLP 2019 hULMonA: The Universal Language Model in Arabic ACL 2019 Humor in Word Embeddings: Cockamamie Gobbledegook for Nincompoops ICML 2019