Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs Jun 1, 2019 Bilingual Lexicon Induction Cross-Lingual Word Embeddings
— Unverified Typological Features for Multilingual Delexicalised Dependency Parsing Jun 1, 2019 Dependency Parsing Language Identification
— Unverified Bayesian Learning for Neural Dependency Parsing Jun 1, 2019 Dependency Parsing parameter estimation
— Unverified Phylogenic Multi-Lingual Dependency Parsing Jun 1, 2019 Dependency Parsing Multi-Task Learning
— Unverified GCN-Sem at SemEval-2019 Task 1: Semantic Parsing using Graph Convolutional and Recurrent Neural Networks Jun 1, 2019 Dependency Parsing Semantic Dependency Parsing
— Unverified Sequential Graph Dependency Parser May 27, 2019 Dependency Parsing
— Unverified English-Bhojpuri SMT System: Insights from the Karaka Model May 6, 2019 Dependency Parsing
Code Code Available Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT Apr 19, 2019 Cross-Lingual NER Cross-Lingual Transfer
Code Code Available A Systematic Study of Leveraging Subword Information for Learning Word Representations Apr 16, 2019 Dependency Parsing Entity Typing
Code Code Available A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing Apr 9, 2019 Chinese Word Segmentation Dependency Parsing
Code Code Available 75 Languages, 1 Model: Parsing Universal Dependencies Universally Apr 3, 2019 Dependency Parsing model
Code Code Available SciBERT: A Pretrained Language Model for Scientific Text Mar 26, 2019 Citation Intent Classification Dependency Parsing
Code Code Available LINSPECTOR: Multilingual Probing Tasks for Word Representations Mar 22, 2019 Dependency Parsing named-entity-recognition
Code Code Available Left-to-Right Dependency Parsing with Pointer Networks Mar 20, 2019 Dependency Parsing Sentence
Code Code Available Technical notes: Syntax-aware Representation Learning With Pointer Networks Mar 17, 2019 Dependency Parsing regression
— Unverified Low-Resource Syntactic Transfer with Unsupervised Source Reordering Mar 13, 2019 Cross-Lingual Transfer Dependency Parsing
— Unverified Perturbation Based Learning for Structured NLP Tasks with Application to Dependency Parsing Mar 1, 2019 Dependency Parsing parameter estimation
— Unverified Calculating the Optimal Step in Shift-Reduce Dependency Parsing: From Cubic to Linear Time Mar 1, 2019 Dependency Parsing
— Unverified Joint Transition-Based Models for Morpho-Syntactic Parsing: Parsing Strategies for MRLs and a Case Study from Modern Hebrew Mar 1, 2019 Dependency Parsing Morphological Analysis
— Unverified Viable Dependency Parsing as Sequence Labeling Feb 27, 2019 Dependency Parsing
Code Code Available Recursive Subtree Composition in LSTM-Based Dependency Parsing Feb 26, 2019 Dependency Parsing
Code Code Available Polyglot Contextual Representations Improve Crosslingual Transfer Feb 26, 2019 Dependency Parsing Language Modeling
Code Code Available Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing Feb 25, 2019 Cross-lingual zero-shot dependency parsing Dependency Parsing
Code Code Available Glyce: Glyph-vectors for Chinese Character Representations Jan 29, 2019 Chinese Dependency Parsing Chinese Named Entity Recognition
Code Code Available Universal Dependency Parsing from Scratch Jan 29, 2019 All Dependency Parsing
Code Code Available Neural and rule-based Finnish NLP models---expectations, experiments and experiences Jan 1, 2019 Dependency Parsing Language Modelling
— Unverified Jabberwocky Parsing: Dependency Parsing with Lexical Noise Jan 1, 2019 Dependency Parsing Word Embeddings
— Unverified A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing Dec 30, 2018 Dependency Parsing Multi-Task Learning
— Unverified Learning to Assemble Neural Module Tree Networks for Visual Grounding Dec 8, 2018 Dependency Parsing Natural Language Visual Grounding
— Unverified SmartWrite: Extracting Chinese Lexical Grammar Patterns Using Dependency Parsing Dec 1, 2018 Dependency Parsing
— Unverified Multi Task Deep Morphological Analyzer: Context Aware Joint Morphological Tagging and Lemma Prediction Nov 21, 2018 Dependency Parsing LEMMA
Code Code Available An Introductory Survey on Attention Mechanisms in NLP Problems Nov 12, 2018 Dependency Parsing General Classification
— Unverified Effective Representation for Easy-First Dependency Parsing Nov 8, 2018 Dependency Parsing Language Modeling
Code Code Available IMS at the PolEval 2018: A Bulky Ensemble Depedency Parser meets 12 Simple Rules for Predicting Enhanced Dependencies in Polish Nov 7, 2018 Dependency Parsing POS
— Unverified Semantic Role Labeling for Knowledge Graph Extraction from Text Nov 4, 2018 Dependency Parsing Semantic Role Labeling
— Unverified Textual Entailment based Question Generation Nov 1, 2018 Dependency Parsing Natural Language Inference
— Unverified Er ... well, it matters, right? On the role of data representations in spoken language dependency parsing Nov 1, 2018 Dependency Parsing Language Modelling
— Unverified The First Komi-Zyrian Universal Dependencies Treebanks Nov 1, 2018 Dependency Parsing Descriptive
— Unverified Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning Nov 1, 2018 Dependency Parsing Imitation Learning
— Unverified Challenges in Converting the Index Thomisticus Treebank into Universal Dependencies Nov 1, 2018 Dependency Parsing POS
— Unverified Low-resource named entity recognition via multi-source projection: Not quite there yet? Nov 1, 2018 Cross-Lingual Transfer Dependency Parsing
— Unverified Mind the Gap: Data Enrichment in Dependency Parsing of Elliptical Constructions Nov 1, 2018 Dependency Parsing
— Unverified Frame- and Entity-Based Knowledge for Common-Sense Argumentative Reasoning Nov 1, 2018 Argument Mining Common Sense Reasoning
Code Code Available Multi-source synthetic treebank creation for improved cross-lingual dependency parsing Nov 1, 2018 Dependency Parsing Machine Translation
Code Code Available The Hebrew Universal Dependency Treebank: Past Present and Future Nov 1, 2018 Dependency Parsing
— Unverified Investigating NP-Chunking with Universal Dependencies for English Nov 1, 2018 Chunking Constituency Parsing
— Unverified Assessing the Impact of Incremental Error Detection and Correction. A Case Study on the Italian Universal Dependency Treebank Nov 1, 2018 Dependency Parsing
— Unverified Toward Universal Dependencies for Shipibo-Konibo Nov 1, 2018 Dependency Parsing Machine Translation
— Unverified Extended and Enhanced Polish Dependency Bank in Universal Dependencies Format Nov 1, 2018 8k Dependency Parsing
— Unverified Explicitly modeling case improves neural dependency parsing Nov 1, 2018 Dependency Parsing Multi-Task Learning
— Unverified 