A Context-aware Convolutional Natural Language Generation model for Dialogue Systems Jul 1, 2018 Machine Translation Semantic correspondence
— Unverified Inherent Biases in Reference-based Evaluation for Grammatical Error Correction Jul 1, 2018 Grammatical Error Correction Sentence
Code Code Available Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation Jul 1, 2018 Dialogue State Tracking Representation Learning
— Unverified The DipInfo-UniTo system for SRST 2018 Jul 1, 2018 Morphological Inflection Text Generation
— Unverified A Neural Approach to Pun Generation Jul 1, 2018 Diversity Image Captioning
— Unverified Generating Titles for Web Tables Jun 30, 2018 Decoder Descriptive
— Unverified Stochastic Wasserstein Autoencoder for Probabilistic Sentence Generation Jun 22, 2018 Sentence Text Generation
Code Code Available Discovering User Groups for Natural Language Generation Jun 15, 2018 Referring Expression Text Generation
— Unverified On Accurate Evaluation of GANs for Language Generation Jun 13, 2018 Diversity Language Modeling
— Unverified Deep State Space Models for Unconditional Word Generation Jun 12, 2018 State Space Models Text Generation
— Unverified Let's do it "again": A First Computational Approach to Detecting Adverbial Presupposition Triggers Jun 11, 2018 Language Modeling Language Modelling
— Unverified Generative Adversarial Nets for Information Retrieval: Fundamentals and Advances Jun 10, 2018 Information Retrieval Retrieval
— Unverified Linguistic Features of Helpfulness in Automated Support for Creative Writing Jun 1, 2018 Grammatical Error Correction Story Generation
— Unverified Quality Signals in Generated Stories Jun 1, 2018 reinforcement-learning Reinforcement Learning
— Unverified Towards Generating Personalized Hospitalization Summaries Jun 1, 2018 Document Summarization Multi-Document Summarization
— Unverified Specialising Word Vectors for Lexical Entailment Jun 1, 2018 Dialogue State Tracking Lexical Entailment
Code Code Available Modelling Natural Language, Programs, and their Intersection Jun 1, 2018 Semantic Parsing Text Generation
— Unverified Neural Text Generation in Stories Using Entity Representations as Context Jun 1, 2018 Dialogue Generation Representation Learning
— Unverified Deep Learning for Conversational AI Jun 1, 2018 Decision Making Deep Learning
— Unverified Deep Learning Approaches to Text Production Jun 1, 2018 Data-to-Text Generation Decoder
— Unverified Natural Language Generation for Electronic Health Records Jun 1, 2018 Decoder De-identification
Code Code Available Madly Ambiguous: A Game for Learning about Structural Ambiguity and Why It's Hard for Computers Jun 1, 2018 Prepositional Phrase Attachment Sentence
— Unverified Dialog Generation Using Multi-Turn Reasoning Neural Networks Jun 1, 2018 Constituency Parsing Image Captioning
— Unverified An automated medical scribe for documenting clinical encounters Jun 1, 2018 speaker-diarization Speaker Diarization
— Unverified Natural Answer Generation with Heterogeneous Memory Jun 1, 2018 Answer Generation Decoder
— Unverified Transition-Based Chinese AMR Parsing Jun 1, 2018 AMR Parsing Reading Comprehension
— Unverified Towards Controllable Story Generation Jun 1, 2018 Story Generation Text Generation
— Unverified Human vs Automatic Metrics: on the Importance of Correlation Design May 29, 2018 Sentence Text Generation
Code Code Available Discrete Structural Planning for Neural Machine Translation May 23, 2018 Machine Translation Sentence
— Unverified EgoCoder: Intelligent Program Synthesis with Hierarchical Sequential Neural Network Model May 22, 2018 Program Synthesis Text Generation
— Unverified Turbo Learning for Captionbot and Drawingbot May 21, 2018 Image Captioning Image Generation
— Unverified A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation May 16, 2018 Data-to-Text Generation Text Generation
— Unverified Simplifying Sentences with Sequence to Sequence Models May 15, 2018 Articles Style Transfer
— Unverified Paper Abstract Writing through Editing Mechanism May 15, 2018 Paper generation Text Generation
Code Code Available Zero-Shot Dialog Generation with Cross-Domain Latent Actions May 13, 2018 Dialogue Generation Goal-Oriented Dialog
Code Code Available Discourse-Aware Neural Rewards for Coherent Text Generation May 10, 2018 reinforcement-learning Reinforcement Learning
— Unverified Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog May 8, 2018 Hierarchical Reinforcement Learning reinforcement-learning
— Unverified A Graph-to-Sequence Model for AMR-to-Text Generation May 7, 2018 AMR-to-Text Generation Graph-to-Sequence
Code Code Available Up-cycling Data for Natural Language Generation May 1, 2018 Text Generation
— Unverified Polish Corpus of Annotated Descriptions of Images May 1, 2018 Image Classification Image Generation
— Unverified T-REx: A Large Scale Alignment of Natural Language with Knowledge Base Triples May 1, 2018 Entity Linking Knowledge Base Population
Code Code Available A Large Automatically-Acquired All-Words List of Multiword Expressions Scored for Compositionality May 1, 2018 All Information Retrieval
— Unverified Sarcasm Target Identification: Dataset and An Introductory Approach May 1, 2018 Sarcasm Detection Sentiment Analysis
Code Code Available GenDR: A Generic Deep Realizer with Complex Lexicalization May 1, 2018 Text Generation
— Unverified Definite Description Lexical Choice: taking Speaker's Personality into account May 1, 2018 Text Generation
— Unverified A Multi-layer Annotated Corpus of Argumentative Text: From Argument Schemes to Discourse Relations May 1, 2018 Text Generation
— Unverified RtGender: A Corpus for Studying Differential Responses to Gender May 1, 2018 Text Generation
— Unverified Reference production in human-computer interaction: Issues for Corpus-based Referring Expression Generation May 1, 2018 Referring Expression Referring expression generation
— Unverified Referring Expression Generation in time-constrained communication May 1, 2018 Referring Expression Referring expression generation
— Unverified Towards an Automatic Assessment of Crowdsourced Data for NLU May 1, 2018 Automatic Speech Recognition (ASR) Language Modeling
— Unverified 