Text Generation

LegalChainReasoner: Grounding Criminal Judicial Opinion Generation via Structured Legal Chains ACL 2026 Let’s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification EACL 2026 Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning ACL 2026 Leveraging Textual Compositional Reasoning for Robust Change Captioning AAAI 2026 LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking EACL 2026 Linguistic Steganography via Self-Adjusting Asymmetric Number System (Abstract Reprint) AAAI 2026 LiRA: A Multi-Agent Framework for Reliable and Readable Literature Review Generation AAAI 2026 LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026 LLM-as-a-qualitative-judge: automating error analysis in natural language generation EACL 2026 LLMs Got Rhyme? Hybrid Phonological Filtering for Greek Poetry Rhyme Detection and Generation EACL 2026 LLM-SLM Collaborative Framework of Idiomatic Expression Generation ACL 2026 LLMs Unleashed: Generating Protocol Code from RFC Specifications AAAI 2026 lmfaoooo at SemEval-2026 Task 1: Humor Is an Audience. Preference Modeling for Constrained Humor Generation SemEval 2026 LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026 Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding EACL 2026 MapCoder-Lite: Distilling Multi-Agent Coding into a Single Small LLM EACL 2026 Mapping the Course for Prompt-based Structured Prediction EACL 2026 MARE: Multimodal Analogical Reasoning for Disease Evolution-Aware Radiology Report Generation AAAI 2026 MathEDU: Feedback Generation on Problem-Solving Processes for Mathematical Learning Support EACL 2026 MBZUAI at AMIYA Shared Task 2026: Adapting Open-Source LLMs for Dialectal Arabic EACL 2026 MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment SemEval 2026 Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics ACL 2026 ModeX: Evaluator-Free Best-of-N Selection for Open-Ended Generation ACL 2026 Multimodal DeepResearcher: Generating Text-Chart Interleaved Reports from Scratch with Agentic Framework AAAI 2026 Multi-Token Completion for Text Anonymization EACL 2026