Learning Symmetric Collaborative Dialogue Agents with Dynamic Knowledge Graph Embeddings (Long Paper) |
Neural Belief Tracker: Data-Driven Dialogue State Tracking (Long Paper) |
Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms (Long Paper) |
Topical Coherence in LDA-based Models through Induced Segmentation (Long Paper) |
Joint Extraction of Relations with Class Ties via Effective Deep Ranking (Long Paper) |
Search-based Neural Structured Learning for Sequential Question Answering (Long Paper) |
Gated-Attention Readers for Text Comprehension (Long Paper) |
Determining Gains Acquired from Word Embedding Quantitatively using Discrete Distribution Clustering (Long Paper) |
Towards a Seamless Integration of Word Senses into Downstream NLP Applications (Long Paper) |
Reading Wikipedia to Answer Open-Domain Questions (Long Paper) |
Learning to Skim Text (Long Paper) |
An Algebra for Feature Extraction (Long Paper) |
Chunk-based Decoder for Neural Machine Translation (Long Paper) |
Doubly-Attentive Decoder for Multi-modal Neural Machine Translation (Long Paper) |
A Teacher-Student Framework for Zero-Resource Neural Machine Translation (Long Paper) |
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder (Long Paper) |
Cross-lingual Name Tagging and Linking for 282 Languages (Long Paper) |
Adversarial Training for Unsupervised Bilingual Lexicon Induction (Long Paper) |
Estimating Code-Switching on Twitter with a Novel Generalized Word-Level Language Detection Technique (Long Paper) |
Using Global Constraints and Reranking to Improve Cognates Detection (Long Paper) |
One-Shot Neural Cross-Lingual Transfer for Paradigm Completion (Long Paper) |
Morphological Inflection Generation with Hard Monotonic Attention (Long Paper) |
From Characters to Words to in Between: Do We Capture Morphology? (Long Paper) |
Riemannian Optimization for Skip-Gram Negative Sampling (Long Paper) |
Deep Multitask Learning for Semantic Dependency Parsing (Long Paper) |
Improved Word Representation Learning with Sememes (Long Paper) |
Learning Character-level Compositionality with Visual Features (Long Paper) |
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data (Long Paper) |
Revisiting Recurrent Networks for Paraphrastic Sentence Embeddings (Long Paper) |
Using Ontology-Grounded Token Embeddings To Predict Prepositional Phrase Attachments (Long Paper) |
Identifying 1950s American Jazz Composers: Fine-Grained IsA Extraction via Modifier Composition (Long Paper) |
Parsing to 1-Endpoint-Crossing, Pagenumber-2 Graphs (Long Paper) |
Semi-supervised Multitask Learning for Sequence Labeling (Long Paper) |
Semantic Parsing of Pre-university Math Problems (Long Paper) |
MeChat: A Sequence to Sequence and Rerank based Chatbot Engine (Short Paper) |
A Conditional Variational Framework for Dialog Generation (Short Paper) |
Question Answering through Transfer Learning from Large Fine-grained Supervision Data (Short Paper) |
Self-Crowdsourcing Training for Relation Extraction (Short Paper) |
A Generative Attentional Neural Network Model for Dialogue Act Classification (Short Paper) |
Salience Rank: Efficient Keyphrase Extraction with Topic Modeling (Short Paper) |
List-only Entity Linking (Short Paper) |
Improving Native Language Identification by Using Spelling Errors (Short Paper) |
Disfluency Detection using a Noisy Channel Model and a Deep Neural Language Model (Short Paper) |
On the Equivalence of Holographic and Complex Embeddings for Knowledge Graph Completion (Short Paper) |
Sentence Embedding for Neural Machine Translation Domain Adaptation (Short Paper) |
Data Augmentation for Low-Resource Neural Machine Translation (Short Paper) |
Speeding up Neural Machine Translation Decoding by Shrinking Run-time Vocabulary (Short Paper) |
Chunk-Based Bi-Scale Decoder for Neural Machine Translation (Short Paper) |
Model Transfer for Tagging Low-resource Languages without Bilingual Corpora (Short Paper) |
EuroSense: Automatic Harvesting of Multilingual Sense Annotations from Parallel Text (Short Paper) |
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging (Short Paper) |
Fast and Accurate Neural Word Segmentation (Short Paper) |
The Value of Curated Negative Examples: Strong Baselines for Story Cloze Tasks (Short Paper) |
Neural Semantic Parsing over Multiple Knowledge-bases (Short Paper) |
Geometry of Sentences (Short Paper) |
Improving Semantic Relevance for Chinese Social Media Text Summarization (Short Paper) |
Determining Whether and When People Participate in the Events They Tweet About (Short Paper) |
Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter (Short Paper) |
Recognizing Counterfactual Thinking in Social Media Texts (Short Paper) |
Temporal Orientation of Tweets for Predicting Income of User (Short Paper) |
Character-Aware Neural Morphological Disambiguation (Short Paper) |
Character Composition Model with Convolutional Neural Networks for Dependency Parsing on Morphologically Rich Languages (Short Paper) |
How (not) to train a dependency parser: The curious case of jackknifing part-of-speech taggers (Short Paper) |
Annotating tense, mood and voice for English, French and German (Software Demonstrations Paper) |
Automating Biomedical Evidence Synthesis: RobotReviewer (Software Demonstrations Paper) |
Benben: A Chinese Intelligent Conversational Robot (Software Demonstrations Paper) |
End-to-End Non-Factoid Question Answering with an Interactive Visualization of Neural Attention Weights (Software Demonstrations Paper) |
ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media (Software Demonstrations Paper) |
Exploring Diachronic Lexical Semantics with JeSemE (Software Demonstrations Paper) |
Extended Named Entity Recognition API and Its Applications in Language Education (Software Demonstrations Paper) |
Hafez: an Interactive Poetry Generation System (Software Demonstrations Paper) |
Interactive Visual Analysis of Transcribed Multi-Party Discourse (Software Demonstrations Paper) |
Life-iNet: A Structured Network-Based Knowledge Exploration and Analytics System for Life Sciences (Software Demonstrations Paper) |
Olelo: A Question Answering Application for Biomedicine (Software Demonstrations Paper) |
OpenNMT: Open-Source Toolkit for Neural Machine Translation (Software Demonstrations Paper) |
PyDial: A Multi-domain Statistical Dialogue System Toolkit (Software Demonstrations Paper) |
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations (Software Demonstrations Paper) |
Scattertext: a Browser-Based Tool for Visualizing how Corpora Differ (Software Demonstrations Paper) |
Semedico: A Comprehensive Semantic Search Engine for the Life Sciences (Software Demonstrations Paper) |
SuperAgent: A Customer Service Chatbot for E-commerce Websites (Software Demonstrations Paper) |
Swanson linking revisited: Accelerating literature-based discovery across domains using a conceptual influence graph (Software Demonstrations Paper) |
UCCAApp: Web-application for Syntactic and Semantic Phrase-based Annotation (Software Demonstrations Paper) |
WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation (Software Demonstrations Paper) |
Zara Returns: Improved Personality Induction and Adaptation by an Empathetic Virtual Agent (Software Demonstrations Paper) |
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