Natural Language Processing › Generation ›

Text Generation

4534 directly classified papers

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Papers

Transferring Extreme Subword Style Using Ngram Model-Based Logit Scaling NAACL 2025

Testing Language Creativity of Large Language Models and Humans NAACL 2025

TAROT: Task-Oriented Authorship Obfuscation Using Policy Optimization Methods NAACL 2025

Balancing Privacy and Utility in Personal LLM Writing Tasks: An Automated Pipeline for Evaluating Anonymizations NAACL 2025

Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters NAACL 2025

Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding NAACL 2025

Evaluating Design Choices in Verifiable Generation with Open-source Models NAACL 2025

A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models NAACL 2025

Prompt Guided Diffusion for Controllable Text Generation NAACL 2025

Cognitive-Level Adaptive Generation via Capability-Aware Retrieval and Style Adaptation EMNLP 2025

polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design EMNLP 2025

WikiAutoGen: Towards Multi-Modal Wikipedia-Style Article Generation ICCV 2025

Large Language Models Still Exhibit Bias in Long Text ACL 2025

Spotting Out-of-Character Behavior: Atomic-Level Evaluation of Persona Fidelity in Open-Ended Generation ACL 2025

Uncertainty-Aware Contrastive Decoding ACL 2025

NBDESCRIB: A Dataset for Text Description Generation from Tables and Code in Jupyter Notebooks with Guidelines ACL 2025

Rationalize and Align: Enhancing Writing Assistance with Rationale via Self-Training for Improved Alignment ACL 2025

Enhancing AI-Driven Farming Advisory in Kenya with Efficient RAG Agents via Quantized Fine-Tuned Language Models ACL 2025

Story Generation with Large Language Models for African Languages ACL 2025

Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025

Overview of the Critical Questions Generation Shared Task ACL 2025

StateCloud at Critical Questions Generation: Prompt Engineering for Critical Question Generation ACL 2025

DayDreamer at CQs-Gen 2025: Generating Critical Questions through Argument Scheme Completion ACL 2025

Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests ACL 2025

Socratic Reasoning Improves Positive Text Rewriting NAACL 2025