Search Results for author: Rafael Li Chen

Found 3 papers, 0 papers with code

A Blueprint Architecture of Compound AI Systems for Enterprise

no code implementations2 Jun 2024 Eser Kandogan, Sajjadur Rahman, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Kushan Mitra, Sairam Gurajada, Pouya Pezeshkpour, Hayate Iso, Yanlin Feng, Hannah Kim, Chen Shen, Jin Wang, Estevam Hruschka

Large Language Models (LLMs) have showcased remarkable capabilities surpassing conventional NLP challenges, creating opportunities for use in production use cases.

MEGAnno+: A Human-LLM Collaborative Annotation System

no code implementations28 Feb 2024 Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang

Large language models (LLMs) can label data faster and cheaper than humans for various NLP tasks.

Management

MEGAnno: Exploratory Labeling for NLP in Computational Notebooks

no code implementations8 Jan 2023 Dan Zhang, Hannah Kim, Rafael Li Chen, Eser Kandogan, Estevam Hruschka

We present MEGAnno, a novel exploratory annotation framework designed for NLP researchers and practitioners.

Sentiment Analysis

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