Cover Image

LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Wu, Yuhao, Bai, Yushi, Hu, Zhiqiang, Lee, Roy Ka-Wei, Li, Juanzi
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
by: Tu, Shangqing, et al.
Published: (2025)

SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models
by: Wu, Yuhao, et al.
Published: (2025)

Shifting Long-Context LLMs Research from Input to Output
by: Wu, Yuhao, et al.
Published: (2025)

LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs
by: Bai, Yushi, et al.
Published: (2024)

StoryWriter: A Multi-Agent Framework for Long Story Generation
by: Xia, Haotian, et al.
Published: (2025)

Lost in Stories: Consistency Bugs in Long Story Generation by LLMs
by: Li, Junjie, et al.
Published: (2026)

LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
by: Bai, Yushi, et al.
Published: (2024)

LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs
by: Wu, Yuhao, et al.
Published: (2024)

DeepPrune: Parallel Scaling without Inter-trace Redundancy
by: Tu, Shangqing, et al.
Published: (2025)

InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification
by: Hu, Yujia, et al.
Published: (2024)

HateXScore: A Metric Suite for Evaluating Reasoning Quality in Hate Speech Explanations
by: Hu, Yujia, et al.
Published: (2026)

CSRP: Chain-of-Thought Reasoning for Chinese Text Correction via Reinforcement Learning with Efficiency-Aware Rewards
by: Tian, Wei, et al.
Published: (2026)

WaterBench: Towards Holistic Evaluation of Watermarks for Large Language Models
by: Tu, Shangqing, et al.
Published: (2023)

Tournament-GRPO: Group-Wise Tournament Rewards for Reinforcement Learning in Open-Ended Long-Form Generation
by: Yang, Zixuan, et al.
Published: (2026)

Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models
by: Hu, Xiang, et al.
Published: (2025)

Pre-training Distillation for Large Language Models: A Design Space Exploration
by: Peng, Hao, et al.
Published: (2024)

Towards Understanding Safety Alignment: A Mechanistic Perspective from Safety Neurons
by: Chen, Jianhui, et al.
Published: (2024)

Align-then-Slide: A complete evaluation framework for Ultra-Long Document-Level Machine Translation
by: Guo, Jiaxin, et al.
Published: (2025)

Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
by: Chen, Zhuoen, et al.
Published: (2026)

Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding
by: Fei, Weizhi, et al.
Published: (2024)

Integrating Planning into Single-Turn Long-Form Text Generation
by: Liang, Yi, et al.
Published: (2024)

LongGenBench: Long-context Generation Benchmark
by: Liu, Xiang, et al.
Published: (2024)

ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models
by: Jo, Hwiyeol, et al.
Published: (2024)

EntropyLong: Effective Long-Context Training via Predictive Uncertainty
by: Jia, Junlong, et al.
Published: (2025)

LongMagpie: A Self-synthesis Method for Generating Large-scale Long-context Instructions
by: Gao, Chaochen, et al.
Published: (2025)

NExtLong: Toward Effective Long-Context Training without Long Documents
by: Gao, Chaochen, et al.
Published: (2025)

Multi-group Uncertainty Quantification for Long-form Text Generation
by: Liu, Terrance, et al.
Published: (2024)

MMGeoLM: Hard Negative Contrastive Learning for Fine-Grained Geometric Understanding in Large Multimodal Models
by: Sun, Kai, et al.
Published: (2025)

UloRL:An Ultra-Long Output Reinforcement Learning Approach for Advancing Large Language Models' Reasoning Abilities
by: Du, Dong, et al.
Published: (2025)

GRAVITY: Architecture-Agnostic Structured Anchoring for Long-Horizon Conversational Memory
by: Sun, Yushi, et al.
Published: (2026)

LiveLongBench: Tackling Long-Context Understanding for Spoken Texts from Live Streams
by: Wu, Yongxuan, et al.
Published: (2025)

Reinforcement Learning with Token-level Feedback for Controllable Text Generation
by: Li, Wendi, et al.
Published: (2024)

Self-Compression of Chain-of-Thought via Multi-Agent Reinforcement Learning
by: Chen, Yiqun, et al.
Published: (2026)

MemLong: Memory-Augmented Retrieval for Long Text Modeling
by: Liu, Weijie, et al.
Published: (2024)

SEAHateCheck: Functional Tests for Detecting Hate Speech in Low-Resource Languages of Southeast Asia
by: Ng, Ri Chi, et al.
Published: (2026)

Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling
by: Hu, Xiang, et al.
Published: (2024)

UltraHorizon: Benchmarking Agent Capabilities in Ultra Long-Horizon Scenarios
by: Luo, Haotian, et al.
Published: (2025)

Zero-Shot Detection of LLM-Generated Text via Implicit Reward Model
by: Liu, Runheng, et al.
Published: (2026)

VerIF: Verification Engineering for Reinforcement Learning in Instruction Following
by: Peng, Hao, et al.
Published: (2025)

Toward General Semantic Chunking: A Discriminative Framework for Ultra-Long Documents
by: Wu, Kaifeng, et al.
Published: (2025)