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Generation

11,966 papers (2 classified directly here)

Subtopics

Text Generation (5,125) Dialogue Systems (2,916) Language Modeling (2,579) Summarization (1,978) Retrieval-Augmented Generation (362)

Papers per year

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Papers (including subtopics)

Service-oriented Text-to-SQL Parsing EMNLP 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020
MultiDM-GCN: Aspect-guided Response Generation in Multi-domain Multi-modal Dialogue System using Graph Convolutional Network EMNLP 2020
Semi-supervised Formality Style Transfer using Language Model Discriminator and Mutual Information Maximization EMNLP 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems EMNLP 2020
Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020
ProphetNet: Predicting Future N-gram for Sequence-to-SequencePre-training EMNLP 2020
DivGAN: Towards Diverse Paraphrase Generation via Diversified Generative Adversarial Network EMNLP 2020
Plug-and-Play Conversational Models EMNLP 2020
Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback EMNLP 2020
Abstractive Multi-Document Summarization via Joint Learning with Single-Document Summarization EMNLP 2020
Hierarchical Pre-training for Sequence Labelling in Spoken Dialog EMNLP 2020
Learning to Plan and Realize Separately for Open-Ended Dialogue Systems EMNLP 2020
Improving Word Embedding Factorization for Compression Using Distilled Nonlinear Neural Decomposition EMNLP 2020
LSTMs Compose—and Learn—Bottom-Up EMNLP 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs EMNLP 2020
Corpora Evaluation and System Bias Detection in Multi-document Summarization EMNLP 2020
Enhancing Content Planning for Table-to-Text Generation with Data Understanding and Verification EMNLP 2020
Contextual Text Style Transfer EMNLP 2020
Adversarial Grammatical Error Correction EMNLP 2020
Towards Zero-Shot Conditional Summarization with Adaptive Multi-Task Fine-Tuning EMNLP 2020
Towards Controllable Biases in Language Generation EMNLP 2020
Regularization of Distinct Strategies for Unsupervised Question Generation EMNLP 2020
A Sentiment-Controllable Topic-to-Essay Generator with Topic Knowledge Graph EMNLP 2020
RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models EMNLP 2020