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Natural Language Generation

503 directly classified papers

Papers per year

Papers

Why Exposure Bias Matters: An Imitation Learning Perspective of Error Accumulation in Language Generation ACL 2022
Generating Scientific Definitions with Controllable Complexity ACL 2022
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization ACL 2022
Length Control in Abstractive Summarization by Pretraining Information Selection ACL 2022
Fine-Grained Controllable Text Generation Using Non-Residual Prompting ACL 2022
ParaDetox: Detoxification with Parallel Data ACL 2022
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022
Non-neural Models Matter: a Re-evaluation of Neural Referring Expression Generation Systems ACL 2022
Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022
Inducing Positive Perspectives with Text Reframing ACL 2022
Tailor: Generating and Perturbing Text with Semantic Controls ACL 2022
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems ACL 2022
Hybrid Semantics for Goal-Directed Natural Language Generation ACL 2022
QUARK: Controllable Text Generation with Reinforced Unlearning NIPS 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022
Hallucinated but Factual! Inspecting the Factuality of Hallucinations in Abstractive Summarization ACL 2022
HiTab: A Hierarchical Table Dataset for Question Answering and Natural Language Generation ACL 2022
Generating Classical Arabic Poetry using Pre-trained Models EMNLP 2022
Lexical Simplification in Foreign Language Learning: Creating Pedagogically Suitable Simplified Example Sentences EMNLP 2022
IrekiaLFes: a New Open Benchmark and Baseline Systems for Spanish Automatic Text Simplification EMNLP 2022
Revision for Concision: A Constrained Paraphrase Generation Task EMNLP 2022
Conciseness: An Overlooked Language Task EMNLP 2022
Nearest Neighbor Language Models for Stylistic Controllable Generation EMNLP 2022
Human perceiving behavior modeling in evaluation of code generation models EMNLP 2022
Towards Attribute-Entangled Controllable Text Generation: A Pilot Study of Blessing Generation EMNLP 2022