Search Results for author: Shichao Song

Found 3 papers, 3 papers with code

Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs

1 code implementation17 Feb 2024 Xun Liang, Hanyu Wang, Shichao Song, Mengting Hu, Xunzhi Wang, Zhiyu Li, Feiyu Xiong, Bo Tang

In this study, we introduce a pluggable CTG framework for Large Language Models (LLMs) named Dynamic Attribute Graphs-based controlled text generation (DATG).

Attribute Language Modelling +2

Grimoire is All You Need for Enhancing Large Language Models

1 code implementation7 Jan 2024 Ding Chen, Shichao Song, Qingchen Yu, Zhiyu Li, Wenjin Wang, Feiyu Xiong, Bo Tang

In this paper, we propose a method SLEICL that involves learning from examples using strong language models and then summarizing and transferring these learned skills to weak language models for inference and application.

In-Context Learning

UHGEval: Benchmarking the Hallucination of Chinese Large Language Models via Unconstrained Generation

1 code implementation26 Nov 2023 Xun Liang, Shichao Song, Simin Niu, Zhiyu Li, Feiyu Xiong, Bo Tang, Zhaohui Wy, Dawei He, Peng Cheng, Zhonghao Wang, Haiying Deng

These techniques encompass the use of directed hallucination induction and strategies that deliberately alter authentic text to produce hallucinations.

Benchmarking Hallucination +2

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