Understanding

Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems NeurIPS 2018 Learning Scalar Adjective Intensity from Paraphrases EMNLP 2018 Learning semantic similarity in a continuous space NeurIPS 2018 Learning Tag Dependencies for Sequence Tagging IJCAI 2018 Learning Thematic Similarity Metric from Article Sections Using Triplet Networks ACL 2018 Learning to Disentangle Interleaved Conversational Threads with a Siamese Hierarchical Network and Similarity Ranking NAACL 2018 Learning to Embed Semantic Correspondence for Natural Language Understanding CoNLL 2018 Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models COLING 2018 LemmaTag: Jointly Tagging and Lemmatizing for Morphologically Rich Languages with BRNNs EMNLP 2018 Let’s do it “again”: A First Computational Approach to Detecting Adverbial Presupposition Triggers ACL 2018 Leveraging distributed representations and lexico-syntactic fixedness for token-level prediction of the idiomaticity of English verb-noun combinations ACL 2018 Leveraging Syntactic Constructions for Metaphor Identification NAACL 2018 Lexical Conceptual Structure of Literal and Metaphorical Spatial Language: A Case Study of “Push” NAACL 2018 Limitations in learning an interpreted language with recurrent models EMNLP 2018 Linguistically-Informed Self-Attention for Semantic Role Labeling EMNLP 2018 Linguistic Features of Sarcasm and Metaphor Production Quality NAACL 2018 Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018 Listwise temporal ordering of events in clinical notes EMNLP 2018 Location Name Extraction from Targeted Text Streams using Gazetteer-based Statistical Language Models COLING 2018 Low-resource named entity recognition via multi-source projection: Not quite there yet? EMNLP 2018 LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better ACL 2018 Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets EMNLP 2018 Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018 Meaning_space at SemEval-2018 Task 10: Combining explicitly encoded knowledge with information extracted from word embeddings SemEval 2018 Measuring Issue Ownership using Word Embeddings EMNLP 2018