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Natural Language Generation

77 directly classified papers

Papers per year

Papers

ExDDI: Explaining Drug-Drug Interaction Predictions with Natural Language AAAI 2025
Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025
Co-Eval: Augmenting LLM-based Evaluation with Machine Metrics EMNLP 2025
Adapting Definition Modeling for New Languages: A Case Study on Belarusian ACL 2025
DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024
Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 2024
Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024
Leveraging Large Language Models for NLG Evaluation: Advances and Challenges EMNLP 2024
MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024
Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024
imapScore: Medical Fact Evaluation Made Easy ACL 2024
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023
AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023
A Survey of Evaluation Methods of Generated Medical Textual Reports ACL 2023
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
Distilling Script Knowledge from Large Language Models for Constrained Language Planning ACL 2023
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations EMNLP 2023
RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023
Multilingual Generation and Answering of Questions from Texts and Knowledge Graphs EMNLP 2023
Style-Aware Radiology Report Generation with RadGraph and Few-Shot Prompting EMNLP 2023
mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images EMNLP 2023
VER: Unifying Verbalizing Entities and Relations EMNLP 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation ACL 2023
Enhancing Task-oriented Dialogue Systems with Generative Post-processing Networks EMNLP 2023