Deep Learning Models For Multiword Expression Identification Aug 1, 2017 Deep Learning Information Retrieval
— Unverified RIGOTRIO at SemEval-2017 Task 9: Combining Machine Learning and Grammar Engineering for AMR Parsing and Generation Aug 1, 2017 AMR Parsing AMR-to-Text Generation
— Unverified A surprisingly effective out-of-the-box char2char model on the E2E NLG Challenge dataset Aug 1, 2017 Data-to-Text Generation Text Generation
Code Code Available Improving Shared Argument Identification in Japanese Event Knowledge Acquisition Aug 1, 2017 Coreference Resolution Text Generation
— Unverified The Code2Text Challenge: Text Generation in Source Code Libraries Jul 31, 2017 Data-to-Text Generation Text Generation
Code Code Available Challenges in Data-to-Document Generation Jul 25, 2017 Data-to-Text Generation Descriptive
Code Code Available Story Generation from Sequence of Independent Short Descriptions Jul 18, 2017 Machine Translation Story Generation
— Unverified Predicting Causes of Reformulation in Intelligent Assistants Jul 13, 2017 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Controlling Linguistic Style Aspects in Neural Language Generation Jul 9, 2017 Language Modeling Language Modelling
— Unverified Where to Play: Retrieval of Video Segments using Natural-Language Queries Jul 2, 2017 Image Captioning Natural Language Queries
— Unverified Discourse Annotation of Non-native Spontaneous Spoken Responses Using the Rhetorical Structure Theory Framework Jul 1, 2017 Machine Translation Text Generation
— Unverified TextFlow: A Text Similarity Measure based on Continuous Sequences Jul 1, 2017 Natural Language Inference Position
— Unverified A Neural Local Coherence Model Jul 1, 2017 model Text Generation
Code Code Available Automatically Generating Rhythmic Verse with Neural Networks Jul 1, 2017 Language Modeling Language Modelling
— Unverified Creating Training Corpora for NLG Micro-Planners Jul 1, 2017 Data-to-Text Generation Referring Expression
— Unverified Latent-Variable PCFGs: Background and Applications Jul 1, 2017 Machine Translation Question Answering
— Unverified Generating Contrastive Referring Expressions Jul 1, 2017 Text Generation
— Unverified Automatic Generation of Jokes in Hindi Jul 1, 2017 Text Generation
— Unverified PyDial: A Multi-domain Statistical Dialogue System Toolkit Jul 1, 2017 Dialogue Management Speech Recognition
— Unverified Abstractive Document Summarization with a Graph-Based Attentional Neural Model Jul 1, 2017 Abstractive Text Summarization Document Summarization
— Unverified Data-Driven Broad-Coverage Grammars for Opinionated Natural Language Generation (ONLG) Jul 1, 2017 Articles Language Modeling
— Unverified Learning to Generate Market Comments from Stock Prices Jul 1, 2017 Decoder Informativeness
— Unverified Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation Jun 29, 2017 Dialogue Generation Diversity
Code Code Available Data-driven Natural Language Generation: Paving the Road to Success Jun 28, 2017 BIG-bench Machine Learning Text Generation
— Unverified The E2E Dataset: New Challenges For End-to-End Generation Jun 28, 2017 Data-to-Text Generation Text Generation
Code Code Available Neural-based Natural Language Generation in Dialogue using RNN Encoder-Decoder with Semantic Aggregation Jun 21, 2017 Decoder Sentence
— Unverified On Natural Language Generation of Formal Argumentation Jun 13, 2017 Text Generation
— Unverified Adversarial Feature Matching for Text Generation Jun 12, 2017 Generative Adversarial Network Text Generation
Code Code Available Language Generation with Recurrent Generative Adversarial Networks without Pre-training Jun 5, 2017 Text Generation
Code Code Available Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks Jun 1, 2017 Decoder Sentence
— Unverified Semantic Refinement GRU-based Neural Language Generation for Spoken Dialogue Systems Jun 1, 2017 Sentence Spoken Dialogue Systems
— Unverified Squib: Effects of Cognitive Effort on the Resolution of Overspecified Descriptions Jun 1, 2017 Referring Expression Referring expression generation
— Unverified Adversarial Ranking for Language Generation May 31, 2017 Generative Adversarial Network Text Generation
Code Code Available Analysing Data-To-Text Generation Benchmarks May 10, 2017 Data-to-Text Generation Text Generation
— Unverified Geometric GAN May 8, 2017 Text Generation
Code Code Available Word Affect Intensities Apr 28, 2017 Emotion Recognition Text Generation
— Unverified A Survey of Neural Network Techniques for Feature Extraction from Text Apr 27, 2017 General Classification text-classification
— Unverified Affect-LM: A Neural Language Model for Customizable Affective Text Generation Apr 22, 2017 Language Modeling Language Modelling
— Unverified A Syntactic Neural Model for General-Purpose Code Generation Apr 6, 2017 Code Generation Semantic Parsing
Code Code Available A Statistical, Grammar-Based Approach to Microplanning Apr 1, 2017 Sentence Sentence segmentation
— Unverified Learning to Generate Product Reviews from Attributes Apr 1, 2017 Attribute Decoder
— Unverified Say the Right Thing Right: Ethics Issues in Natural Language Generation Systems Apr 1, 2017 Ethics Text Generation
— Unverified Generating flexible proper name references in text: Data, models and evaluation Apr 1, 2017 Text Generation
— Unverified Evaluating the Reliability and Interaction of Recursively Used Feature Classes for Terminology Extraction Apr 1, 2017 BIG-bench Machine Learning Classification
— Unverified Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking Apr 1, 2017 Information Retrieval Sentence
— Unverified Metaheuristic Approaches to Lexical Substitution and Simplification Apr 1, 2017 Lexical Simplification Machine Translation
— Unverified The Use of Object Labels and Spatial Prepositions as Keywords in a Web-Retrieval-Based Image Caption Generation System Apr 1, 2017 Caption Generation Image Retrieval
— Unverified Imitation learning for structured prediction in natural language processing Apr 1, 2017 coreference-resolution Coreference Resolution
— Unverified Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora Apr 1, 2017 Abstractive Text Summarization Sentence Compression
— Unverified Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems Mar 31, 2017 Dialogue Management Goal-Oriented Dialogue Systems
— Unverified 