Understanding

Addressing the Data Sparsity Issue in Neural AMR Parsing EACL 2017 Adversarial Training for Cross-Domain Universal Dependency Parsing CoNLL 2017 A Fast and Lightweight System for Multilingual Dependency Parsing CoNLL 2017 A Generative Parser with a Discriminative Recognition Algorithm ACL 2017 Aggregating and Predicting Sequence Labels from Crowd Annotations ACL 2017 A Joint Model for Semantic Sequences: Frames, Entities, Sentiments CoNLL 2017 A Joint Sequential and Relational Model for Frame-Semantic Parsing EMNLP 2017 A Learning Error Analysis for Structured Prediction with Approximate Inference NeurIPS 2017 Alibaba at IJCNLP-2017 Task 1: Embedding Grammatical Features into LSTMs for Chinese Grammatical Error Diagnosis Task IJCNLP 2017 A Local Detection Approach for Named Entity Recognition and Mention Detection ACL 2017 A Mention-Ranking Model for Abstract Anaphora Resolution EMNLP 2017 A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really? EACL 2017 AMR Parsing using Stack-LSTMs EMNLP 2017 A Multi-task Learning Approach to Adapting Bilingual Word Embeddings for Cross-lingual Named Entity Recognition IJCNLP 2017 Analogs of Linguistic Structure in Deep Representations EMNLP 2017 A Neural Local Coherence Model ACL 2017 An Incremental Parser for Abstract Meaning Representation EACL 2017 A non-DNN Feature Engineering Approach to Dependency Parsing – FBAML at CoNLL 2017 Shared Task CoNLL 2017 A non-projective greedy dependency parser with bidirectional LSTMs CoNLL 2017 A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing CoNLL 2017 An Unsupervised Neural Attention Model for Aspect Extraction ACL 2017 Apples to Apples: Learning Semantics of Common Entities Through a Novel Comprehension Task ACL 2017 A Practical Perspective on Latent Structured Prediction for Coreference Resolution EACL 2017 A Probabilistic Generative Grammar for Semantic Parsing CoNLL 2017 A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data ACL 2017