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Text Generation

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Semantic Agreement Enables Efficient Open-Ended LLM Cascades EMNLP 2025

From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025

WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models ACL 2025

Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025

Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025

Language-Codec: Bridging Discrete Codec Representations and Speech Language Models ACL 2025

SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025

UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation ACL 2025

Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025

Two Intermediate Translations Are Better Than One: Fine-tuning LLMs for Document-level Translation Refinement ACL 2025

Introducing OmniGEC: A Silver Multilingual Dataset for Grammatical Error Correction ACL 2025

LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025

A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025

BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation ACL 2025

STARLING at TSAR 2025 Shared Task Leveraging Alternative Generations for Readability Level Adjustment in Text Simplification EMNLP 2025

Length Controlled Generation for Black-box LLMs ACL 2025

HULAT-UC3M at TSAR 2025 Shared Task A Prompt-Based Approach using Lightweight Language Models for Readability-Controlled Text Simplification EMNLP 2025

Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025

EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025

OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising COLING 2025

On the effective transfer of knowledge from English to Hindi Wikipedia COLING 2025

UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025

REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives COLING 2025

Bilingual resources for Moroccan Sign Language Generation and Standard Arabic Skills Improvement of Deaf Children COLING 2025

Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025