Text Generation

Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech. ACL 2025 Think while You Generate: Discrete Diffusion with Planned Denoising ICLR 2025 Time Is Effort: Estimating Human Post-Editing Time for Grammar Error Correction Tool Evaluation EMNLP 2025 Timestep Embeddings Trigger Collapse in Diffusion Text Generation CoNLL 2025 TinyTim: a family of language models for divergent generation NeurIPS 2025 TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025 ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025 Top-n𝜎: Eliminating Noise in Logit Space for Robust Token Sampling of LLM ACL 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Towards AI-assisted Academic Writing NAACL 2025 Towards an operative definition of creative writing: a preliminary assessment of creativeness in AI and human texts COLING 2025 Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models ACL 2025 Towards Better Evaluation for Generated Patent Claims ACL 2025 Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework ACL 2025 Towards Codec-LM Co-design for Neural Codec Language Models NAACL 2025 Towards Conditioning Clinical Text Generation for User Control ACL 2025 Towards Cost-Effective Reward Guided Text Generation ICML 2025 Towards Diverse and Efficient Audio Captioning via Diffusion Models Interspeech 2025 Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine ACL 2025 Towards Human Understanding of Paraphrase Types in Large Language Models COLING 2025 (Towards) Scalable Reliable Automated Evaluation with Large Language Models ACL 2025 Towards Verifiable Text Generation with Generative Agent AAAI 2025 Tractable Transformers for Flexible Conditional Generation ICML 2025 Training Language Model to Critique for Better Refinement ACL 2025 Training Software Engineering Agents and Verifiers with SWE-Gym ICML 2025