Using In-Context Learning to Improve Dialogue Safety

Using In-Context Learning to Improve Dialogue Safety

2 February 2023

Devamanyu Hazarika

Siva Reddy

Yang Liu

Dilek Z. Hakkani-Tür

Papers citing "Using In-Context Learning to Improve Dialogue Safety"

12 / 12 papers shown

Title
In-Context Learning with Iterative Demonstration Selection Chengwei Qin Aston Zhang Cheng Chen Anirudh Dagar Wenming Ye LRM 68 38 0 31 Dec 2024
High-Dimension Human Value Representation in Large Language Models Samuel Cahyawijaya Delong Chen Yejin Bang Leila Khalatbari Bryan Wilie Ziwei Ji Etsuko Ishii Pascale Fung 71 5 0 11 Apr 2024
Self-Supervised Position Debiasing for Large Language Models Zhongkun Liu Zheng Chen Mengqi Zhang Zhaochun Ren Pengjie Ren Zhumin Chen 36 1 0 02 Jan 2024
JAB: Joint Adversarial Prompting and Belief Augmentation Ninareh Mehrabi Palash Goyal Anil Ramakrishna Jwala Dhamala Shalini Ghosh Richard Zemel Kai-Wei Chang Aram Galstyan Rahul Gupta AAML 33 7 0 16 Nov 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning Timothy Chu Zhao-quan Song Chiwun Yang 27 15 0 05 Oct 2023
Beyond Task Performance: Evaluating and Reducing the Flaws of Large Multimodal Models with In-Context Learning Mustafa Shukor Alexandre Ramé Corentin Dancette Matthieu Cord LRM MLLM 40 20 0 01 Oct 2023
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 227 502 0 28 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 279 1,124 0 18 Apr 2021
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP Timo Schick Sahana Udupa Hinrich Schütze 259 374 0 28 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 280 1,595 0 18 Sep 2019