On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing Nov 1, 2018 Cross-Lingual Transfer Dependency Parsing
Code Code Available Reduction of Parameter Redundancy in Biaffine Classifiers with Symmetric and Circulant Weight Matrices Oct 18, 2018 Dependency Parsing
Code Code Available Semi-Supervised Methods for Out-of-Domain Dependency Parsing Oct 4, 2018 Dependency Parsing
— Unverified 輔助建立混合性系統之自然語言處理系統深度評估平台 --- 以評估依存關係分析器為例 (The Platform providing NLP System Deep Comparative Evaluation and Auxiliary Information for Hybrid NLP System Building: Trial on Dependency Parser Evaluation) [In Chinese] Oct 1, 2018 Dependency Parsing
— Unverified A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages Oct 1, 2018 Dependency Parsing Word Embeddings
Code Code Available ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing Oct 1, 2018 Dependency Parsing Language Modeling
— Unverified AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing Oct 1, 2018 Dependency Parsing
— Unverified SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations Oct 1, 2018 Dependency Parsing Event Extraction
Code Code Available Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task Oct 1, 2018 Dependency Parsing Lemmatization
— Unverified Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis Oct 1, 2018 Dependency Parsing Semantic Parsing
Code Code Available Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing Oct 1, 2018 Dependency Parsing Lemmatization
Code Code Available UDPipe 2.0 Prototype at CoNLL 2018 UD Shared Task Oct 1, 2018 Dependency Parsing Lemmatization
— Unverified Multilingual Universal Dependency Parsing from Raw Text with Low-Resource Language Enhancement Oct 1, 2018 Dependency Parsing Part-Of-Speech Tagging
— Unverified Tree-Stack LSTM in Transition Based Dependency Parsing Oct 1, 2018 Dependency Parsing Lemmatization
Code Code Available IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing Oct 1, 2018 ARC Dependency Parsing
— Unverified A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing Oct 1, 2018 Dependency Parsing Transfer Learning
— Unverified CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies Oct 1, 2018 Dependency Parsing Morphological Analysis
— Unverified SParse: Ko University Graph-Based Parsing System for the CoNLL 2018 Shared Task Oct 1, 2018 Dependency Parsing Language Modeling
— Unverified The SLT-Interactions Parsing System at the CoNLL 2018 Shared Task Oct 1, 2018 ARC Dependency Parsing
— Unverified Modeling Input Uncertainty in Neural Network Dependency Parsing Oct 1, 2018 Dependency Parsing Lexical Normalization
Code Code Available Valency-Augmented Dependency Parsing Oct 1, 2018 Dependency Parsing
Code Code Available A Framework for Understanding the Role of Morphology in Universal Dependency Parsing Oct 1, 2018 Dependency Parsing Representation Learning
— Unverified Synthetic Data Made to Order: The Case of Parsing Oct 1, 2018 Cross-Lingual Transfer Dependency Parsing
Code Code Available Semantics as a Foreign Language Oct 1, 2018 Dependency Parsing Machine Translation
— Unverified Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data Oct 1, 2018 Dependency Parsing Feature Engineering
— Unverified DOMAIN ADAPTATION VIA DISTRIBUTION AND REPRESENTATION MATCHING: A CASE STUDY ON TRAINING DATA SELECTION VIA REINFORCEMENT LEARNING Sep 27, 2018 Dependency Parsing Domain Adaptation
— Unverified Semi-Supervised Sequence Modeling with Cross-View Training Sep 22, 2018 CCG Supertagging Dependency Parsing
Code Code Available Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural Networks Sep 10, 2018 Dependency Parsing Lemmatization
Code Code Available Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing Sep 6, 2018 Constituency Parsing Decoder
— Unverified 82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Sep 6, 2018 Dependency Parsing POS
— Unverified What can we learn from Semantic Tagging? Aug 29, 2018 Dependency Parsing Multi-Task Learning
— Unverified What do character-level models learn about morphology? The case of dependency parsing Aug 28, 2018 Dependency Parsing Morphological Analysis
— Unverified Universal Dependency Parsing with a General Transition-Based DAG Parser Aug 28, 2018 Dependency Parsing
Code Code Available Unsupervised Learning of Syntactic Structure with Invertible Neural Projections Aug 28, 2018 Constituency Grammar Induction Dependency Parsing
Code Code Available An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing Aug 27, 2018 Dependency Parsing POS
— Unverified Computing Word Classes Using Spectral Clustering Aug 16, 2018 Clustering Dependency Parsing
— Unverified Adversarial Neural Networks for Cross-lingual Sequence Tagging Aug 14, 2018 Dependency Parsing Sentence
— Unverified From POS tagging to dependency parsing for biomedical event extraction Aug 11, 2018 Dependency Parsing Event Extraction
Code Code Available Building a Kannada POS Tagger Using Machine Learning and Neural Network Models Aug 9, 2018 BIG-bench Machine Learning Dependency Parsing
Code Code Available Quantifying training challenges of dependency parsers Aug 1, 2018 Cross-Lingual Transfer Dependency Parsing
— Unverified Seq2seq Dependency Parsing Aug 1, 2018 Decoder Dependency Parsing
Code Code Available Dynamic Feature Selection with Attention in Incremental Parsing Aug 1, 2018 Dependency Parsing Dialogue Generation
— Unverified Learning Word Meta-Embeddings by Autoencoding Aug 1, 2018 Dependency Parsing Machine Translation
Code Code Available Reading Comprehension with Graph-based Temporal-Casual Reasoning Aug 1, 2018 Dependency Parsing Reading Comprehension
— Unverified Language Identification and Morphosyntactic Tagging: The Second VarDial Evaluation Campaign Aug 1, 2018 Dependency Parsing Dialect Identification
— Unverified Differentiable Perturb-and-Parse: Semi-Supervised Parsing with a Structured Variational Autoencoder Jul 25, 2018 Dependency Parsing Word Embeddings
— Unverified An improved neural network model for joint POS tagging and dependency parsing Jul 11, 2018 Dependency Parsing Event Extraction
Code Code Available UniParse: A universal graph-based parsing toolkit Jul 11, 2018 Dependency Parsing
Code Code Available Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation Jul 9, 2018 Dependency Parsing Word Embeddings
Code Code Available Global Transition-based Non-projective Dependency Parsing Jul 4, 2018 Chinese Dependency Parsing Dependency Parsing
Code Code Available 