Text Generation

Octopus: Entropy-Controlled Science Fiction Literature Generation with Persistent Memory-Context Binding AAAI 2026 One-step Nonautoregressive Natural Language Generation with Shortcut Flow Matching Models ACL 2026 ORSO QGen: Odds-Ratio Steerable Optimization for Controlling Question Generation EACL 2026 OSVBench: Benchmarking LLMs on Specification Generation Tasks for Operating System Verification AAAI 2026 Paper2Web: Let’s Make Your Paper Alive! ACL 2026 Par-ITA: Benchmarking Seq2Seq and LLMs on a Human-Supervised Parallel Corpus for Italian Hyperpartisan Neutralization ACL 2026 PathRAG: Pruning Graph-based Retrieval Augmented Generation with Relational Paths AAAI 2026 Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL EACL 2026 PersonalityDBench: A Dataset for Personality Disorders - from Modeling to Controlled Generation ACL 2026 Personalized Longitudinal Medical Report Generation via Temporally-Aware Federated Adaptation CVPR 2026 Persona Switch: Mixing Distinct Perspectives in Decoding Time EACL 2026 PET2Rep: Towards Vision-Language Model-Drived Automated Radiology Report Generation for Positron Emission Tomography AAAI 2026 PhotoFramer: Multi-modal Image Composition Instruction CVPR 2026 Phrase-grounded APO for Improving Chest X-ray Report Generation CVPR 2026 PMWP: A Benchmark for Math Word Problem Solving in Persian EACL 2026 PodBench: A Comprehensive Benchmark for Instruction-Aware Audio-Oriented Podcast Script Generation ACL 2026 PoeTone: A Framework for Constrained Generation of Structured Chinese Songci with LLMs AAAI 2026 QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression AAAI 2026 RAGthoven at SemEval-2026 Task 1: A Multi-Stage Pipeline Walks Into a Benchmark and Barely Clears the Bar SemEval 2026 ReciFine: Finely Annotated Recipe Dataset for Controllable Recipe Generation EACL 2026 Reference-Free Schema Generation for Literature Review Tables via Multi-Faceted Rewards ACL 2026 ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation AAAI 2026 ReflectiveRAG: Rethinking Adaptivity in Retrieval-Augmented Generation EACL 2026 RefleXNet: Targeted Self-Reflection for Accurate Chest X-ray Reporting AAAI 2026 Residual Decoding: Mitigating Hallucinations in Large Vision-Language Models via History-Aware Residual Guidance CVPR 2026