Semantic Analysis

Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing COLING 2018 Sensala: a Dynamic Semantics System for Natural Language Processing COLING 2018 Sense-Aware Neural Models for Pun Location in Texts ACL 2018 Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing ACL 2018 Sequence-to-sequence Models for Cache Transition Systems ACL 2018 Simple and Effective Text Simplification Using Semantic and Neural Methods ACL 2018 SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling NAACL 2018 Structured Alignment Networks for Matching Sentences EMNLP 2018 StructVAE: Tree-structured Latent Variable Models for Semi-supervised Semantic Parsing ACL 2018 Syntactic and Lexical Approaches to Reading Comprehension ACL 2018 Syntactic Scaffolds for Semantic Structures EMNLP 2018 Syntax for Semantic Role Labeling, To Be, Or Not To Be ACL 2018 Syntax Helps ELMo Understand Semantics: Is Syntax Still Relevant in a Deep Neural Architecture for SRL? ACL 2018 Tackling the Story Ending Biases in The Story Cloze Test ACL 2018 Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts EMNLP 2018 The Alexa Meaning Representation Language NAACL 2018 The Argument Reasoning Comprehension Task: Identification and Reconstruction of Implicit Warrants NAACL 2018 The Other Side of the Coin: Unsupervised Disambiguation of Potentially Idiomatic Expressions by Contrasting Senses COLING 2018 The Word Sense Disambiguation Test Suite at WMT18 EMNLP 2018 To Attend or not to Attend: A Case Study on Syntactic Structures for Semantic Relatedness ACL 2018 Towards Automated Extraction of Business Constraints from Unstructured Regulatory Text COLING 2018 Towards Semi-Supervised Learning for Deep Semantic Role Labeling EMNLP 2018 Towards Understanding Text Factors in Oral Reading NAACL 2018 Tracking State Changes in Procedural Text: a Challenge Dataset and Models for Process Paragraph Comprehension NAACL 2018 Treat us like the sequences we are: Prepositional Paraphrasing of Noun Compounds using LSTM COLING 2018