Text Generation

Explanation based In-Context Demonstrations Retrieval for Multilingual Grammatical Error Correction NAACL 2025 Explicitly Guided Difficulty-Controllable Visual Question Generation AAAI 2025 Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective COLING 2025 Exploring Facets of Language Generation in the Limit COLT 2025 Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models AAAI 2025 Exploring Paraphrasing Strategies for CEFR A1-Level Constraints in LLMs EMNLP 2025 Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025 Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025 Extracting Financial Causality through QA: Insights from FinCausal 2025 Spanish Subtask COLING 2025 F2TEval: Human-Aligned Multi-Dimensional Evaluation for Figure-to-Text Task EMNLP 2025 Facilitating Cognitive Accessibility with LLMs: A Multi-Task Approach to Easy-to-Read Text Generation EMNLP 2025 Fact-Aware Multimodal Retrieval Augmentation for Accurate Medical Radiology Report Generation NAACL 2025 FactCheXcker: Mitigating Measurement Hallucinations in Chest X-ray Report Generation Models CVPR 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 FaithfulPersona: Balancing Faithfulness and Personalization in Code Explanations through Self-Critique NAACL 2025 Fathom: A Fast and Modular RAG Pipeline for Fact-Checking ACL 2025 FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025 FEAT: A Preference Feedback Dataset through a Cost-Effective Auto-Generation and Labeling Framework for English AI Tutoring ACL 2025 Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models IJCNLP 2025 FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025 Findings of the TSAR 2025 Shared Task on Readability-Controlled Text Simplification EMNLP 2025 FINECAPTION: Compositional Image Captioning Focusing on Wherever You Want at Any Granularity CVPR 2025 Fine-grained Knowledge Enhancement for Retrieval-Augmented Generation ACL 2025 Fine-Tuned Llama for Multilingual Text-to-Text Coreference Resolution EMNLP 2025 Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations ACL 2025