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Lei Sha

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ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors

Feb 26, 2024
Zhexin Zhang, Yida Lu, Jingyuan Ma, Di Zhang, Rui Li, Pei Ke, Hao Sun, Lei Sha, Zhifang Sui, Hongning Wang, Minlie Huang

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From Noise to Clarity: Unraveling the Adversarial Suffix of Large Language Model Attacks via Translation of Text Embeddings

Feb 25, 2024
Hao Wang, Hao Li, Minlie Huang, Lei Sha

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Harnessing the Plug-and-Play Controller by Prompting

Feb 06, 2024
Hao Wang, Lei Sha

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Text Attribute Control via Closed-Loop Disentanglement

Dec 01, 2023
Lei Sha, Thomas Lukasiewicz

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Rationalizing Predictions by Adversarial Information Calibration

Jan 15, 2023
Lei Sha, Oana-Maria Camburu, Thomas Lukasiewicz

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Incremental Predictive Coding: A Parallel and Fully Automatic Learning Algorithm

Nov 16, 2022
Tommaso Salvatori, Yuhang Song, Beren Millidge, Zhenghua Xu, Lei Sha, Cornelius Emde, Rafal Bogacz, Thomas Lukasiewicz

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Bird-Eye Transformers for Text Generation Models

Oct 08, 2022
Lei Sha, Yuhang Song, Yordan Yordanov, Tommaso Salvatori, Thomas Lukasiewicz

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Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning

Nov 25, 2021
Yuntao Li, Can Xu, Huang Hu, Lei Sha, Yan Zhang, Daxin Jiang

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Small Changes Make Big Differences: Improving Multi-turn Response Selection \\in Dialogue Systems via Fine-Grained Contrastive Learning

Nov 19, 2021
Yuntao Li, Can Xu, Huang Hu, Lei Sha, Yan Zhang, Daxin Jiang

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Rationale production to support clinical decision-making

Nov 15, 2021
Niall Taylor, Lei Sha, Dan W Joyce, Thomas Lukasiewicz, Alejo Nevado-Holgado, Andrey Kormilitzin

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