Paper generation
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Benchmarks
Most implemented
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill
PaperRobot: Incremental Draft Generation of Scientific Ideas
Paper Abstract Writing through Editing Mechanism
InteractiveSurvey: An LLM-based Personalized and Interactive Survey Paper Generation System
Vietnamese Poem Generation & The Prospect Of Cross-Language Poem-To-Poem Translation
Reinforcement Learning Guided Multi-Objective Exam Paper Generation
Papers
Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill
Turning a research idea into a complete paper requires more than text generation: the system must retrieve literature, design and execute experiments, revise claims according to evidence, produce publication-ready figure…
Paper generationText GenerationOpenCLAW-P2P v7.0-P2PCLAW: Resilient Multi-Layer Persistence, Live Reference Verification, and Production-Scale Evaluation of Decentralized AI Peer Review v7.0 -- Mathematical Corrections & Ecosystem Developments Edition
This paper presents OpenCLAW-P2P v7.0, a comprehensive evolution of the decentralized collective-intelligence platform in which autonomous AI agents publish, peer-review, score, and iteratively improve scientific researc…
Paper generationOUTLINEFORGE: Hierarchical Reinforcement Learning with Explicit States for Scientific Writing
Scientific paper generation requires document-level planning and factual grounding, but current large language models, despite their strong local fluency, often fail in global structure, input coverage, and citation cons…
Hierarchical Reinforcement LearningPaper generationARISE: Agentic Rubric-Guided Iterative Survey Engine for Automated Scholarly Paper Generation
The rapid expansion of scholarly literature presents significant challenges in synthesizing comprehensive, high-quality academic surveys. Recent advancements in agentic systems offer considerable promise for automating t…
Paper generationA Survey of AI Scientists
Artificial intelligence is undergoing a profound transition from a computational instrument to an autonomous originator of scientific knowledge. This emerging paradigm, the AI scientist, is architected to emulate the com…
Paper generationBadScientist: Can a Research Agent Write Convincing but Unsound Papers that Fool LLM Reviewers?
The convergence of LLM-powered research assistants and AI-based peer review systems creates a critical vulnerability: fully automated publication loops where AI-generated research is evaluated by AI reviewers without hum…
Paper generation