Search Results for author: Yiting Xie

Found 5 papers, 2 papers with code

CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models

1 code implementation2 Apr 2024 Xuechen Liang, Meiling Tao, Tianyu Shi, Yiting Xie

Open large language models (LLMs) have significantly advanced the field of natural language processing, showcasing impressive performance across various tasks. Despite the significant advancements in LLMs, their effective operation still relies heavily on human input to accurately guide the dialogue flow, with agent tuning being a crucial optimization technique that involves human adjustments to the model for better response to such guidance. Addressing this dependency, our work introduces the TinyAgent model, trained on a meticulously curated high-quality dataset.

RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models

1 code implementation17 Dec 2023 Meiling Tao, Xuechen Liang, Tianyu Shi, Lei Yu, Yiting Xie

This study presents RoleCraft-GLM, an innovative framework aimed at enhancing personalized role-playing with Large Language Models (LLMs).

Language Modelling

Pneumothorax and chest tube classification on chest x-rays for detection of missed pneumothorax

no code implementations14 Nov 2020 Benedikt Graf, Arkadiusz Sitek, Amin Katouzian, Yen-Fu Lu, Arun Krishnan, Justin Rafael, Kirstin Small, Yiting Xie

Chest x-ray imaging is widely used for the diagnosis of pneumothorax and there has been significant interest in developing automated methods to assist in image interpretation.

Classification General Classification +1

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