Resurrecting Submodularity for Neural Text Generation Nov 8, 2019 Abstractive Text Summarization Decoder
— Unverified Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Nov 8, 2019 Articles counterfactual
— Unverified Low-Level Linguistic Controls for Style Transfer and Content Preservation Nov 8, 2019 Decoder Style Transfer
Code Code Available Ask to Learn: A Study on Curiosity-driven Question Generation Nov 8, 2019 Conversational Question Answering Machine Reading Comprehension
— Unverified A Good Sample is Hard to Find: Noise Injection Sampling and Self-Training for Neural Language Generation Models Nov 8, 2019 Decoder Text Generation
Code Code Available Not Enough Data? Deep Learning to the Rescue! Nov 8, 2019 Data Augmentation Deep Learning
— Unverified REMI: Mining Intuitive Referring Expressions on Knowledge Bases Nov 4, 2019 Inductive logic programming Referring Expression
— Unverified A Holistic Natural Language Generation Framework for the Semantic Web Nov 4, 2019 Text Generation
— Unverified Automatic Detection of Generated Text is Easiest when Humans are Fooled Nov 2, 2019 Benchmarking Language Modelling
Code Code Available Fine-Grained Control of Sentence Segmentation and Entity Positioning in Neural NLG Nov 1, 2019 Data-to-Text Generation Position
— Unverified PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules Nov 1, 2019 Deep Learning Dialogue Management
— Unverified Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue Nov 1, 2019 Language Modeling Language Modelling
— Unverified A Topic Augmented Text Generation Model: Joint Learning of Semantics and Structural Features Nov 1, 2019 text-classification Text Classification
— Unverified Kernelized Bayesian Softmax for Text Generation Nov 1, 2019 Sentence Text Generation
Code Code Available Weird Inflects but OK: Making Sense of Morphological Generation Errors Nov 1, 2019 Form Text Generation
— Unverified Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation Nov 1, 2019 Language Modeling Language Modelling
— Unverified Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes Nov 1, 2019 Articles Recipe Generation
— Unverified Deep Copycat Networks for Text-to-Text Generation Nov 1, 2019 Automatic Post-Editing Machine Translation
Code Code Available Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints Nov 1, 2019 Sentence Text Generation
— Unverified Enhancing Neural Data-To-Text Generation Models with External Background Knowledge Nov 1, 2019 Data-to-Text Generation Text Generation
— Unverified Stick to the Facts: Learning towards a Fidelity-oriented E-Commerce Product Description Generation Nov 1, 2019 Attribute Decoder
— Unverified On the Unintended Social Bias of Training Language Generation Models with Data from Local Media Nov 1, 2019 Articles Management
— Unverified Multiple Text Style Transfer by using Word-level Conditional Generative Adversarial Network with Two-Phase Training Nov 1, 2019 Attribute Generative Adversarial Network
— Unverified Controlling Sequence-to-Sequence Models - A Demonstration on Neural-based Acrostic Generator Nov 1, 2019 Text Generation
— Unverified A Recurrent BERT-based Model for Question Generation Nov 1, 2019 Language Modeling Language Modelling
Code Code Available Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems Nov 1, 2019 Decision Making Language Modeling
— Unverified Back-Translation as Strategy to Tackle the Lack of Corpus in Natural Language Generation from Semantic Representations Nov 1, 2019 Abstract Meaning Representation Machine Translation
— Unverified Natural Language Generation for Effective Knowledge Distillation Nov 1, 2019 Knowledge Distillation Linguistic Acceptability
Code Code Available Answering Naturally: Factoid to Full length Answer Generation Nov 1, 2019 Answer Generation Question Answering
Code Code Available Enhanced Transformer Model for Data-to-Text Generation Nov 1, 2019 Data Augmentation Data-to-Text Generation
— Unverified GEM: Generative Enhanced Model for adversarial attacks Nov 1, 2019 Articles Language Modeling
— Unverified Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders Nov 1, 2019 Data Augmentation Text Generation
— Unverified Neural Assistant: Joint Action Prediction, Response Generation, and Latent Knowledge Reasoning Oct 31, 2019 Response Generation Retrieval
— Unverified Can adversarial training learn image captioning ? Oct 31, 2019 Image Captioning Text Generation
Code Code Available Naver Labs Europe's Systems for the Document-Level Generation and Translation Task at WNGT 2019 Oct 31, 2019 Descriptive Machine Translation
— Unverified An Augmented Transformer Architecture for Natural Language Generation Tasks Oct 30, 2019 Part-Of-Speech Tagging POS
— Unverified BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension Oct 29, 2019 Abstractive Text Summarization Decoder
Code Code Available Big Bidirectional Insertion Representations for Documents Oct 29, 2019 Form Sentence
— Unverified Training ASR models by Generation of Contextual Information Oct 27, 2019 Decoder speech-recognition
— Unverified ViGGO: A Video Game Corpus for Data-To-Text Generation in Open-Domain Conversation Oct 26, 2019 Data-to-Text Generation Diversity
— Unverified Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Oct 19, 2019 Data-to-Text Generation Decoder
— Unverified PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable Oct 17, 2019 Conversational Question Answering Dialogue Generation
Code Code Available Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Oct 16, 2019 Decoder Response Generation
— Unverified Automatic Quality Estimation for Natural Language Generation: Ranting (Jointly Rating and Ranking) Oct 10, 2019 Learning-To-Rank Text Generation
Code Code Available HuggingFace's Transformers: State-of-the-art Natural Language Processing Oct 9, 2019 Text Generation Transfer Learning
Code Code Available Is Multilingual BERT Fluent in Language Generation? Oct 9, 2019 Diagnostic Language Modeling
Code Code Available SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability Oct 7, 2019 Text Generation Video Captioning
— Unverified Learning from Fact-checkers: Analysis and Generation of Fact-checking Language Oct 5, 2019 Fact Checking Fake News Detection
Code Code Available Mapping Natural-language Problems to Formal-language Solutions Using Structured Neural Representations Oct 5, 2019 Decoder Program Synthesis
Code Code Available Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents Oct 4, 2019 Data Augmentation Decoder
— Unverified 