Generation

Lattice at SemEval-2026 Task 1: Why did the prompt engineer break up with their LLM? Because zero-shot was zero-fun. SemEval 2026 Learning Diverse Responses with Prefix-Conditioned Supervised Fine-Tuning ACL 2026 Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization ACL 2026 Learning from Child-directed Speech in Two-language Scenarios: A French-English Case-Study EACL 2026 Learning from Long-Term Engagement: Adaptive Tutoring Dialogue Planning for Personalized Education AAAI 2026 LeCoDe: A Benchmark Dataset for Interactive Legal Consultation Dialogue Evaluation ACL 2026 LEDOM: Reverse Language Model ACL 2026 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 Digitized Newspapers to Collect Summarization Data in Low-Resource Languages 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 Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance EACL 2026 Lightweight LLM Agent Memory with Small Language Models ACL 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 Locate and Explain: Joint Multimodal Emotion Cause Extraction and Summarization in Conversation ACL 2026 LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation EACL 2026