most citedPaperOrchestra: A Multi-Agent Framework for Automated AI Research Paper Writing

2 citations · 2 across the 11 of their papers we have counts for

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cs.CL2026

PaperBanana-Interact: Scientific Diagram Refinement with Multi-Turn Human Feedback

Xueqing Wu, Ashwin Balasubramanian, Bingxuan Li +7

Recent efforts have aimed to automate scientific diagram generation from paper content (Lin et al., 2026; Zhu et al., 2026a). However, fully satisfying an author's visual and commu…

cs.CL2026

The ACUTE Protocol: Operationalizing Language Model Activations for Better Calibration, Utility, and Trust

Nishant Subramani, Palash Goyal, Yiwen Song +4

As language models improve and become increasingly deployed to solve a variety of tasks, trustworthiness becomes essential. Calibration is a good proxy for trust: well-calibrated c…

cs.CL2026

PolicyBank: Evolving Policy Understanding for LLM Agents

Jihye Choi, Jinsung Yoon, Long T. Le +2

LLM agents operating under organizational policies must comply with authorization constraints typically specified in natural language. In practice, such specifications inevitably c…

cs.CL2026

CANVAS: Continuity-Aware Narratives via Visual Agentic Storyboarding

Ishani Mondal, Yiwen Song, Mihir Parmar +4

Long-form visual storytelling requires maintaining continuity across shots, including consistent characters, stable environments, and smooth scene transitions. While existing gener…

cs.CL2026

PaperBanana: Automating Academic Illustration for AI Scientists

Dawei Zhu, Rui Meng, Yale Song +4

Despite rapid advances in autonomous AI scientists powered by language models, generating publication-ready illustrations remains a labor-intensive bottleneck in the research workf…

cs.CL2025

TUMIX: Multi-Agent Test-Time Scaling with Tool-Use Mixture

Yongchao Chen, Jiefeng Chen, Rui Meng +6

While integrating tools like Code Interpreter and Search has significantly enhanced Large Language Model (LLM) reasoning in models like ChatGPT Agent and Gemini-Pro, practical guid…