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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)

Learning to Selectively Learn for Weakly Supervised Paraphrase Generation with Model-based Reinforcement Learning NAACL 2022
AcTune: Uncertainty-Based Active Self-Training for Active Fine-Tuning of Pretrained Language Models NAACL 2022
Go Back in Time: Generating Flashbacks in Stories with Event Temporal Prompts NAACL 2022
BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation NAACL 2022
Guiding Visual Question Generation NAACL 2022
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness NAACL 2022
Measuring Fairness with Biased Rulers: A Comparative Study on Bias Metrics for Pre-trained Language Models NAACL 2022
Representation Learning for Conversational Data using Discourse Mutual Information Maximization NAACL 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Proposition-Level Clustering for Multi-Document Summarization NAACL 2022
RSTGen: Imbuing Fine-Grained Interpretable Control into Long-FormText Generators NAACL 2022
Intent Detection and Discovery from User Logs via Deep Semi-Supervised Contrastive Clustering NAACL 2022
Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations NAACL 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022
All You May Need for VQA are Image Captions NAACL 2022
Frustratingly Easy System Combination for Grammatical Error Correction NAACL 2022
Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022
Don’t Take It Literally: An Edit-Invariant Sequence Loss for Text Generation NAACL 2022
Modeling Exemplification in Long-form Question Answering via Retrieval NAACL 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection NAACL 2022
Reference-free Summarization Evaluation via Semantic Correlation and Compression Ratio NAACL 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem NAACL 2022
Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks NAACL 2022
Learning to Express in Knowledge-Grounded Conversation NAACL 2022