Text Generation

Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation ACL 2025 Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025 Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs NAACL 2025 Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language ACL 2025 Bridging Laughter Across Languages: Generation of Hindi-English Code-mixed Puns COLING 2025 Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025 CAMIEval: Enhancing NLG Evaluation through Multidimensional Comparative Instruction-Following Analysis NAACL 2025 Can AI Make Us Laugh? Comparing Jokes Generated by Witscript and a Human Expert COLING 2025 Can External Validation Tools Improve Annotation Quality for LLM-as-a-Judge? ACL 2025 Can Language Models Replace Programmers for Coding? REPOCOD Says ‘Not Yet’ ACL 2025 Can Large Language Models Be Good Language Teachers? EMNLP 2025 Can Large Language Models Generate High-quality Patent Claims? NAACL 2025 Can Large Language Models Understand Internet Buzzwords Through User-Generated Content ACL 2025 Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025 Can LLMs Generate and Solve Linguistic Olympiad Puzzles? EMNLP 2025 Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025 Can LLMs Simulate L2-English Dialogue? An Information-Theoretic Analysis of L1-Dependent Biases ACL 2025 Can Stories Help LLMs Reason? Curating Information Space Through Narrative ACL 2025 CAP: Evaluation of Persuasive and Creative Image Generation ICCV 2025 Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization EMNLP 2025 CaptionSmiths: Flexibly Controlling Language Pattern in Image Captioning ICCV 2025 Cascading Large Language Models for Salient Event Graph Generation NAACL 2025 Case-Based Decision-Theoretic Decoding with Quality Memories EMNLP 2025