Natural Language Processing

Reddit Temporal N-gram Corpus and its Applications on Paraphrase and Semantic Similarity in Social Media using a Topic-based Latent Semantic Analysis COLING 2016 Relation Extraction with Multi-instance Multi-label Convolutional Neural Networks COLING 2016 Representation and Learning of Temporal Relations COLING 2016 Retrieving Occurrences of Grammatical Constructions COLING 2016 Revisiting Taxonomy Induction over Wikipedia COLING 2016 Revisiting the Evaluation for Cross Document Event Coreference COLING 2016 Reward Augmented Maximum Likelihood for Neural Structured Prediction NeurIPS 2016 Robust Text Classification for Sparsely Labelled Data Using Multi-level Embeddings COLING 2016 Root Cause Analysis of Miscommunication Hotspots in Spoken Dialogue Systems Interspeech 2016 Says Who…? Identification of Expert versus Layman Critics’ Reviews of Documentary Films COLING 2016 Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking COLING 2016 Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions Identification COLING 2016 Semantic Annotation Aggregation with Conditional Crowdsourcing Models and Word Embeddings COLING 2016 Semantic overfitting: what ‘world’ do we consider when evaluating disambiguation of text? COLING 2016 Semantic Relation Classification via Hierarchical Recurrent Neural Network with Attention COLING 2016 Semantic Tagging with Deep Residual Networks COLING 2016 Semi-supervised Gender Classification with Joint Textual and Social Modeling COLING 2016 Semi-supervised Word Sense Disambiguation with Neural Models COLING 2016 Sentence Similarity Learning by Lexical Decomposition and Composition COLING 2016 SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods COLING 2016 Sequential Clustering and Contextual Importance Measures for Incremental Update Summarization COLING 2016 SideNoter: Scholarly Paper Browsing System based on PDF Restructuring and Text Annotation COLING 2016 Simple Question Answering by Attentive Convolutional Neural Network COLING 2016 Splitting compounds with ngrams COLING 2016 Still not there? Comparing Traditional Sequence-to-Sequence Models to Encoder-Decoder Neural Networks on Monotone String Translation Tasks COLING 2016