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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