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Text Generation

4534 directly classified papers

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Timestep Embeddings Trigger Collapse in Diffusion Text Generation ACL 2025
UnifiedGEC: Integrating Grammatical Error Correction Approaches for Multi-languages with a Unified Framework COLING 2025
An Analysis of Datasets, Metrics and Models in Keyphrase Generation ACL 2025
Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025
Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences ACL 2025
Unraveling Interwoven Roles of Large Language Models in Authorship Privacy: Obfuscation, Mimicking, and Verification EMNLP 2025
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025
QuASAR: A Question-Driven Structure-Aware Approach for Table-to-Text Generation ACL 2025
Igniting Creative Writing in Small Language Models: LLM-as-a-Judge versus Multi-Agent Refined Rewards EMNLP 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025
Teaching Models to Improve on Tape AAAI 2025
Medical Text Simplification From Jargon Detection to Jargon-Aware Prompting EMNLP 2025
Text2midi: Generating Symbolic Music from Captions AAAI 2025
Story Generation with Large Language Models for African Languages ACL 2025
Sarc7: Evaluating Sarcasm Detection and Generation with Seven Types and Emotion-Informed Techniques EMNLP 2025
Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 2025
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation AAAI 2025
Asking a Language Model for Diverse Responses EMNLP 2025
The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models EMNLP 2025
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025
OUNLP at TSAR 2025 Shared Task Multi-Round Text Simplifier via Code Generation EMNLP 2025
Large Language Model Meets Constraint Propagation IJCAI 2025
SQUREL at TSAR 2025 Shared Task CEFR-Controlled Text Simplification with Prompting and Reinforcement Fine-Tuning EMNLP 2025
GPT4AMR: Does LLM-based Paraphrasing Improve AMR-to-text Generation Fluency? EMNLP 2025