TextKD-GAN: Text Generation using KnowledgeDistillation and Generative Adversarial Networks Apr 23, 2019 Image Generation Knowledge Distillation
Code Code Available Few-Shot NLG with Pre-Trained Language Model Apr 21, 2019 Few-Shot Learning Language Modeling
Code Code Available A Hybrid Retrieval-Generation Neural Conversation Model Apr 19, 2019 Diversity model
Code Code Available A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method Apr 19, 2019 Data-to-Text Generation Diversity
— Unverified Positional Encoding to Control Output Sequence Length Apr 16, 2019 Abstractive Text Summarization Decoder
Code Code Available Pun Generation with Surprise Apr 15, 2019 Language Modeling Language Modelling
Code Code Available Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation Apr 15, 2019 Text Generation
— Unverified IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation Apr 12, 2019 Decoder Language Modeling
Code Code Available Text Generation with Exemplar-based Adaptive Decoding Apr 9, 2019 Abstractive Text Summarization Data-to-Text Generation
— Unverified Bilingual-GAN: A Step Towards Parallel Text Generation Apr 9, 2019 Decoder Denoising
— Unverified Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation Apr 6, 2019 Data-to-Text Generation Graph-to-Sequence
Code Code Available Generate, Filter, and Rank: Grammaticality Classification for Production-Ready NLG Systems Apr 5, 2019 Classification General Classification
Code Code Available End-to-End Video Captioning Apr 4, 2019 Action Recognition Caption Generation
— Unverified Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling Apr 4, 2019 Language Modeling Language Modelling
Code Code Available Clinically Accurate Chest X-Ray Report Generation Apr 4, 2019 Reinforcement Learning Text Generation
Code Code Available Unifying Human and Statistical Evaluation for Natural Language Generation Apr 4, 2019 Diversity Sentence
Code Code Available Pragmatically Informative Text Generation Apr 2, 2019 Abstractive Text Summarization Conditional Text Generation
Code Code Available Towards Knowledge-Based Personalized Product Description Generation in E-commerce Mar 29, 2019 Text Generation
Code Code Available Structural Neural Encoders for AMR-to-text Generation Mar 27, 2019 Abstract Meaning Representation AMR-to-Text Generation
Code Code Available Improve Diverse Text Generation by Self Labeling Conditional Variational Auto Encoder Mar 26, 2019 Decoder Diversity
— Unverified Pre-trained Language Model Representations for Language Generation Mar 22, 2019 Abstractive Text Summarization Language Modeling
— Unverified Natural Language Generation at Scale: A Case Study for Open Domain Question Answering Mar 19, 2019 Decoder Knowledge Graphs
— Unverified compare-mt: A Tool for Holistic Comparison of Language Generation Systems Mar 19, 2019 Machine Translation Sentence
Code Code Available Topic-Guided Variational Autoencoders for Text Generation Mar 17, 2019 Conditional Text Generation Text Generation
— Unverified Predicting Research Trends From Arxiv Mar 7, 2019 reinforcement-learning Reinforcement Learning
Code Code Available Implicit Kernel Learning Feb 26, 2019 Text Generation
— Unverified Context Vectors are Reflections of Word Vectors in Half the Dimensions Feb 26, 2019 Text Generation Word Embeddings
— Unverified EAT: a simple and versatile semantic representation format for multi-purpose NLP Feb 25, 2019 Abstract Meaning Representation Decoder
— Unverified Pretraining-Based Natural Language Generation for Text Summarization Feb 25, 2019 Abstractive Text Summarization Decoder
Code Code Available Breaking the Softmax Bottleneck via Learnable Monotonic Pointwise Non-linearities Feb 21, 2019 Language Modeling Language Modelling
— Unverified Mixture Models for Diverse Machine Translation: Tricks of the Trade Feb 20, 2019 Machine Translation Text Generation
— Unverified A novel repetition normalized adversarial reward for headline generation Feb 19, 2019 Headline Generation reinforcement-learning
— Unverified Data augmentation for low resource sentiment analysis using generative adversarial networks Feb 18, 2019 Data Augmentation Sentiment Analysis
— Unverified Machine Reading Comprehension for Answer Re-Ranking in Customer Support Chatbots Feb 12, 2019 Information Retrieval Language Modeling
— Unverified Non-Monotonic Sequential Text Generation Feb 5, 2019 Imitation Learning Position
Code Code Available Strategies for Structuring Story Generation Feb 4, 2019 Diversity Story Generation
— Unverified Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models Feb 1, 2019 Decoder Sentence
— Unverified End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis Jan 30, 2019 Decision Making Dialogue Management
Code Code Available Data-to-Text Generation with Style Imitation Jan 28, 2019 Data-to-Text Generation Sentence
Code Code Available Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge Jan 23, 2019 Text Generation
— Unverified Error-Correcting Neural Sequence Prediction Jan 21, 2019 Image Captioning Language Modelling
— Unverified Lagging Inference Networks and Posterior Collapse in Variational Autoencoders Jan 16, 2019 Text Generation
Code Code Available Image Based Review Text Generation with Emotional Guidance Jan 14, 2019 Image Captioning Text Generation
— Unverified Multi-style Generative Reading Comprehension Jan 8, 2019 Abstractive Text Summarization Question Answering
— Unverified Judge the Judges: A Large-Scale Evaluation Study of Neural Language Models for Online Review Generation Jan 2, 2019 Diversity Review Generation
Code Code Available Text Infilling Jan 1, 2019 Retrieval Sentence
Code Code Available The role of grammar in transition-probabilities of subsequent words in English text Dec 28, 2018 Sentence Text Generation
— Unverified Adversarial Attack and Defense on Graph Data: A Survey Dec 26, 2018 Adversarial Attack image-classification
Code Code Available Variational Cross-domain Natural Language Generation for Spoken Dialogue Systems Dec 20, 2018 Diversity Sentence
Code Code Available Conditional Variational Autoencoder for Neural Machine Translation Dec 11, 2018 Conditional Text Generation Decoder
— Unverified 