Natural Language Generation

CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation MIDL 2026 Logic-Level Evaluation of Logical Table-to-Text Generation CoNLL 2026 Advancing Question Generation with Joint Narrative and Difficulty Control ACL 2025 Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 Estimation of Text Difficulty in the Context of Language Learning ACL 2025 Exploiting the English Vocabulary Profile for L2 word-level vocabulary assessment with LLMs ACL 2025 Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability ACL 2025 DisGeM: Distractor Generation for Multiple Choice Questions with Span Masking EMNLP 2024 LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs ACL 2024 A Systematic Study of Knowledge Distillation for Natural Language Generation with Pseudo-Target Training ACL 2023 Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk ACL 2023 The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding ACL 2023 Towards Understanding Omission in Dialogue Summarization ACL 2023 IrekiaLFes: a New Open Benchmark and Baseline Systems for Spanish Automatic Text Simplification EMNLP 2022 Lexical Simplification in Foreign Language Learning: Creating Pedagogically Suitable Simplified Example Sentences EMNLP 2022 Measuring and Improving Semantic Diversity of Dialogue Generation EMNLP 2022 Mitigating Contradictions in Dialogue Based on Contrastive Learning ACL 2022 Read before Generate! Faithful Long Form Question Answering with Machine Reading ACL 2022 Revision for Concision: A Constrained Paraphrase Generation Task EMNLP 2022 Wish I Can Feel What You Feel: A Neural Approach for Empathetic Response Generation EMNLP 2022 Non-Autoregressive Coarse-to-Fine Video Captioning AAAI 2021 “Judge me by my size (noun), do you?” YodaLib: A Demographic-Aware Humor Generation Framework COLING 2020 Exploiting Background Knowledge in Compact Answer Generation for Why-Questions AAAI 2019 Hint-Based Training for Non-Autoregressive Machine Translation EMNLP 2019