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creative writing

38 papers

Papers

DPWriter: Reinforcement Learning with Diverse Planning Branching for Creative Writing ACL 2026 LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026 Rethinking Creativity Evaluation: A Critical Analysis of Existing Creativity Evaluations EACL 2026 RLMR: Reinforcement Learning with Mixed Rewards for Creative Writing AAAI 2026 A Character-Centric Creative Story Generation via Imagination ACL 2025 Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025 Creative Planning with Language Models: Practice, Evaluation and Applications NAACL 2025 Help Me Write a Story: Evaluating LLMs’ Ability to Generate Writing Feedback ACL 2025 Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025 Small Language Models can Outperform Humans in Short Creative Writing: A Study Comparing SLMs with Humans and LLMs COLING 2025 The Reader is the Metric: How Textual Features and Reader Profiles Explain Conflicting Evaluations of AI Creative Writing ACL 2025 Towards an operative definition of creative writing: a preliminary assessment of creativeness in AI and human texts COLING 2025 Writing in Symbiosis: Mapping Human Creative Agency in the AI Era NeurIPS 2025 “A good pun is its own reword”: Can Large Language Models Understand Puns? EMNLP 2024 Collective Critics for Creative Story Generation EMNLP 2024 Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit’s Showerthoughts NAACL 2024 Leveraging Large Language Models for Spell-Generation in Dungeons & Dragons COLING 2024 Pron vs Prompt: Can Large Language Models already Challenge a World-Class Fiction Author at Creative Text Writing? EMNLP 2024 Quality-Diversity through AI Feedback ICLR 2024 A Comparative Analysis of the Effectiveness of Rare Tokens on Creative Expression using ramBERT ACL 2023 A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023 Creative Natural Language Generation EMNLP 2023 HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation ACL 2023 Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System EACL 2023 A Selective Summary of Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence ACL 2022