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MoCo: A One-Stop Shop for Model Collaboration Research

MoCo unifies 26 model collaboration methods and 25 benchmarks to show collaboration outperforms single models in 61% of settings by up to 25.8%.

Published Jan 29, 2026 · 0 citations · Code ★ 63

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13/20 AI panelreviewers recommend it

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AI panel: 13 of 20 reviewers recommend it

lenient 5/5

medium 6/10

strict 2/5

74%Highly rated

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ACM Transactions on Knowledge Discovery from Data 2024Amazon Texas A&M Rice LLM evaluation & benchmarks

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond

This survey guides practitioners in deploying LLMs across NLP tasks, covering model selection, data effects, use cases, biases, efficiency, and practical limitations.

Jingfeng Yang, Hongye Jin, Ruixiang Tang, Xiaotian Han and 5 more

Published Feb 28, 2024 · 503 citations

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9/21 AI panelreviewers recommend it

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AI panel: 9 of 21 reviewers recommend it

lenient 5/5

medium 4/11

strict 0/5