Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of
Large Language Models

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models

23 July 2024

Nishanth Madhusudhan

Sathwik Tejaswi Madhusudhan

Vikas Yadav

Papers citing "Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models"

6 / 6 papers shown

Title
Uncertainty quantification in fine-tuned LLMs using LoRA ensembles Oleksandr Balabanov Hampus Linander UQCV 94 18 0 19 Feb 2024
Large Language Models Understand and Can be Enhanced by Emotional Stimuli Cheng-rong Li Jindong Wang Yixuan Zhang Kaijie Zhu Wenxin Hou Jianxun Lian Fang Luo Qiang Yang Xingxu Xie LRM 112 130 0 14 Jul 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.4K 14,313 0 15 Mar 2023
Training Verifiers to Solve Math Word Problems K. Cobbe V. Kosaraju Mohammad Bavarian Mark Chen Heewoo Jun ... Jerry Tworek Jacob Hilton Reiichiro Nakano Christopher Hesse John Schulman ReLM OffRL LRM 280 4,397 0 27 Oct 2021
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 124 738 0 02 May 2020
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 204 2,646 0 09 May 2017