Natural Language Generation

NarrativeMiners at SemEval-2025 Task 10: Combating Manipulative Narratives in Online News SemEval 2025 Natural Language Counterfactual Explanations for Graphs Using Large Language Models AISTATS 2025 Radiology Report Generation via Multi-objective Preference Optimization AAAI 2025 Better than Random: Reliable NLG Human Evaluation with Constrained Active Sampling AAAI 2024 Cheetah: Natural Language Generation for 517 African Languages ACL 2024 Contextualized Sequence Likelihood: Enhanced Confidence Scores for Natural Language Generation EMNLP 2024 DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024 FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Reranking EMNLP 2024 imapScore: Medical Fact Evaluation Made Easy 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 Which Side Are You On? A Multi-task Dataset for End-to-End Argument Summarisation and Evaluation ACL 2024 AMR-TST: Abstract Meaning Representation-based Text Style Transfer ACL 2023 A Survey of Evaluation Methods of Generated Medical Textual Reports ACL 2023 Distilling Script Knowledge from Large Language Models for Constrained Language Planning ACL 2023 Enhancing Task-oriented Dialogue Systems with Generative Post-processing Networks EMNLP 2023 Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency ACL 2023 FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation EMNLP 2023 FIREBALL: A Dataset of Dungeons and Dragons Actual-Play with Structured Game State Information ACL 2023 HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation ACL 2023 KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023 MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023 mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images EMNLP 2023 Multilingual Generation and Answering of Questions from Texts and Knowledge Graphs EMNLP 2023 RL4F: Generating Natural Language Feedback with Reinforcement Learning for Repairing Model Outputs ACL 2023