| Enriching Complex Networks with Word Embeddings for Detecting Mild Cognitive Impairment from Speech Transcripts (Long Paper) |
| Adversarial Adaptation of Synthetic or Stale Data (Long Paper) |
| Chat Detection in Intelligent Assistant: Combining Task-oriented and Non-task-oriented Spoken Dialogue Systems (Long Paper) |
| A Neural Local Coherence Model (Long Paper) |
| Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) (Long Paper) |
| Learning to Ask: Neural Question Generation for Reading Comprehension (Long Paper) |
| Joint Optimization of User-desired Content in Multi-document Summaries by Learning from User Feedback (Long Paper) |
| Flexible and Creative Chinese Poetry Generation Using Neural Memory (Long Paper) |
| Learning to Generate Market Comments from Stock Prices (Long Paper) |
| Can Syntax Help? Improving an LSTM-based Sentence Compression Model for New Domains (Long Paper) |
| Transductive Non-linear Learning for Chinese Hypernym Prediction (Long Paper) |
| A Constituent-Centric Neural Architecture for Reading Comprehension (Long Paper) |
| Cross-lingual Distillation for Text Classification (Long Paper) |
| Understanding and Predicting Empathic Behavior in Counseling Therapy (Long Paper) |
| Leveraging Knowledge Bases in LSTMs for Improving Machine Reading (Long Paper) |
| Prerequisite Relation Learning for Concepts in MOOCs (Long Paper) |
| Unsupervised Text Segmentation Based on Native Language Characteristics (Long Paper) |
| Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection (Long Paper) |
| Context Sensitive Lemmatization Using Two Successive Bidirectional Gated Recurrent Networks (Long Paper) |
| Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling (Long Paper) |
| Bandit Structured Prediction for Neural Sequence-to-Sequence Learning (Long Paper) |
| Prior Knowledge Integration for Neural Machine Translation using Posterior Regularization (Long Paper) |
| Incorporating Word Reordering Knowledge into Attention-based Neural Machine Translation (Long Paper) |
| Lexically Constrained Decoding for Sequence Generation Using Grid Beam Search (Long Paper) |
| Combating Human Trafficking with Multimodal Deep Models (Long Paper) |
| MalwareTextDB: A Database for Annotated Malware Articles (Long Paper) |
| A Corpus of Annotated Revisions for Studying Argumentative Writing (Long Paper) |
| Automatic Induction of Synsets from a Graph of Synonyms (Long Paper) |
| Neural Modeling of Multi-Predicate Interactions for Japanese Predicate Argument Structure Analysis (Long Paper) |
| TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension (Long Paper) |
| Learning Translational Semantic Correspondences in Technical Documentation (Long Paper) |
| Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding (Long Paper) |
| Interactive Learning for Acquisition of Grounded Verb Semantics towards Human-Robot Communication (Long Paper) |
| Multimodal Word Distributions (Long Paper) |
| Enhanced LSTM for Natural Language Inference (Long Paper) |
| Linguistic analysis of differences in portrayal of movie characters (Long Paper) |
| Linguistically Regularized LSTM for Sentiment Classification (Long Paper) |
| Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation (Long Paper) |
| Active Sentiment Domain Adaptation (Long Paper) |
| Volatility Prediction using Financial Disclosures Sentiments with Word Embedding-based IR Models (Long Paper) |
| CANE: Context-Aware Network Embedding for Relation Modeling (Long Paper) |
| Universal Dependencies Parsing for Colloquial Singaporean English (Long Paper) |
| Generic Axiomatization of Families of Noncrossing Graphs in Dependency Parsing (Long Paper) |
| Semi-supervised sequence tagging with bidirectional language models (Long Paper) |
| Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers (Short Paper) |
| How to Make Contexts More Useful? An Empirical Study to Context-Aware Neural Conversation Models (Short Paper) |
| Cross-lingual and cross-domain discourse segmentation of entire documents (Short Paper) |
| Detecting Good Arguments in a Non-Topic-Specific Way: An Oxymoron? (Short Paper) |
| Argumentation Quality Assessment: Theory vs. Practice (Short Paper) |
| A Recurrent Neural Model with Attention for the Recognition of Chinese Implicit Discourse Relations (Short Paper) |
| Discourse Annotation of Non-native Spontaneous Spoken Responses Using the Rhetorical Structure Theory Framework (Short Paper) |
| Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings (Short Paper) |
| Oracle Summaries of Compressive Summarization (Short Paper) |
| Japanese Sentence Compression with a Large Training Dataset (Short Paper) |
| Learning to Generate Natural Language Descriptions From Source Code Changes (Short Paper) |
| English Event Detection With Translated Language Features (Short Paper) |
| EviNets: Evidence Neural Networks for Combining Evidence Signals for Factoid Question Answering (Short Paper) |
| Pocket Knowledge Base Population (Short Paper) |
| Complex Question Answering by Reasoning over Open Information Extraction (Short Paper) |
| Bootstrapping for Numerical Open IE (Short Paper) |
| Feature-Rich Deep Neural Networks for Knowledge Base Completion (Short Paper) |
| Fine-Grained Entity Typing with High-Multiplicity Assignments (Short Paper) |
| Group Sparse CNNs for Question Classification with Answer Sets (Short Paper) |
| Multi-Task Learning of Keyphrase Boundary Classification (Short Paper) |
| Cardinal Virtues: Extracting Relation Cardinalities from Text (Short Paper) |
| Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets (Short Paper) |
| Question Answering with Universal Schema and Memory Networks (Short Paper) |
| Differentiable Scheduled Sampling for Credit Assignment (Short Paper) |
| A Deep Network with Visual Text Composition Behavior (Short Paper) |
| Neural System Combination for Machine Translation (Short Paper) |
| An Empirical Comparison of Domain Adaptation Methods for Neural Machine Translation (Short Paper) |
| Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings (Short Paper) |
| Feature Hashing for Language and Dialect Identification (Short Paper) |
| Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM (Short Paper) |
| Automatic Compositor Attribution in the First Folio of Shakespeare (Short Paper) |
| Constructing Large-Scale Japanese Image Caption Dataset (Short Paper) |
| “Liar, Liar Pants on Fire”: A New Benchmark Dataset for Fake News Detection (Short Paper) |
| English Multiword Expression-aware Dependency Parsing including Named Entities (Short Paper) |
| Improving Semantic Composition with Offset Inference (Short Paper) |
| Learning Topic-Sensitive Word Representations (Short Paper) |
| Temporal Word Analogies: Identifying Lexical Replacement with Diachronic Word Embeddings (Short Paper) |
| Methodical Evaluation of Arabic Word Embeddings (Short Paper) |
| Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast (Short Paper) |
| Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation (Short Paper) |
| Demographic Inference on Twitter using Recursive Neural Networks (Short Paper) |
| Twitter Demographic Classification using deep Multi-modal Multi-task Learning (Short Paper) |
| A Network Framework for Noisy Label Aggregation in Social Media (Short Paper) |
| Parser Adaptation for Social Media by Integrating Normalization (Short Paper) |
| Computational Characterization of Mental States: A Natural Language Processing Approach (SRW Paper) |
| Improving Distributed Representations of Tweets – Present and Future (SRW Paper) |
| Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction (SRW Paper) |
| nQuery – A Natural Language Statement to SQL Query Generator (SRW Paper) |
| V for Vocab : An Intelligent Flashcard Application (SRW Paper) |
| Are You Asking the Right Questions? Teaching Machines to Ask Clarification Questions (SRW Paper) |
| Building a Non-Trivial Paraphrase Corpus Using Multiple Machine Translation Systems (SRW Paper) |
| Segmentation Guided Attention Networks for Visual Question Answering (SRW Paper) |
| Text-based Speaker Identification on Multiparty Dialogues Using Multi-document Convolutional Neural Networks (SRW Paper) |
| Variation Autoencoder Based Network Representation Learning for Classification (SRW Paper) |
| Blind Phoneme Segmentation With Temporal Prediction Errors (SRW Paper) |
| Automatic Generation of Jokes in Hindi (SRW Paper) |
| Word Embedding for Response-To-Text Assessment of Evidence (SRW Paper) |
| Domain Specific Automatic Question Generation from Text (SRW Paper) |
| SoccEval: An Annotation Schema for Rating Soccer Players (SRW Paper) |
| Accent Adaptation for the Air Traffic Control Domain (SRW Paper) |
| Generating Steganographic Text with LSTMs (SRW Paper) |
| Predicting Depression for Japanese Blog Text (SRW Paper) |
| Fast Forward Through Opportunistic Incremental Meaning Representation Construction (SRW Paper) |
| Modeling Situations in Neural Chat Bots (SRW Paper) |
| An Empirical Study on End-to-End Sentence Modelling (SRW Paper) |
| Varying Linguistic Purposes of Emoji in (Twitter) Context (SRW Paper) |
| Negotiation of Antibiotic Treatment in Medical Consultations: A Corpus Based Study (SRW Paper) |
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