OPT-R: Exploring the Role of Explanations in Finetuning and Prompting
for Reasoning Skills of Large Language Models

OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models

19 May 2023

Badr AlKhamissi

Siddharth Verma

Asli Celikyilmaz

Papers citing "OPT-R: Exploring the Role of Explanations in Finetuning and Prompting for Reasoning Skills of Large Language Models"

11 / 11 papers shown

Title
Flow of Reasoning:Training LLMs for Divergent Problem Solving with Minimal Examples Fangxu Yu Lai Jiang Haoqiang Kang Shibo Hao Lianhui Qin LRM AI4CE 101 10 0 09 Jun 2024
LlavaGuard: An Open VLM-based Framework for Safeguarding Vision Datasets and Models Lukas Helff Felix Friedrich Manuel Brack Kristian Kersting P. Schramowski VLM 46 1 0 07 Jun 2024
Dissociation of Faithful and Unfaithful Reasoning in LLMs Evelyn Yee Alice Li Chenyu Tang Yeon Ho Jung R. Paturi Leon Bergen LRM 32 4 0 23 May 2024
A Survey on the Integration of Generative AI for Critical Thinking in Mobile Networks Athanasios Karapantelakis Alexandros Nikou Ajay Kattepur Jean Martins Leonid Mokrushin S. Mohalik Marin Orlic Aneta Vulgarakis Feljan 24 1 0 10 Apr 2024
Pretrained Generative Language Models as General Learning Frameworks for Sequence-Based Tasks Ben Fauber 21 2 0 08 Feb 2024
Faithfulness vs. Plausibility: On the (Un)Reliability of Explanations from Large Language Models Chirag Agarwal Sree Harsha Tanneru Himabindu Lakkaraju LRM 37 35 0 07 Feb 2024
Learning by Self-Explaining Wolfgang Stammer Felix Friedrich David Steinmann Manuel Brack Hikaru Shindo Kristian Kersting 20 7 0 15 Sep 2023
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 307 4,077 0 24 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 355 8,457 0 28 Jan 2022
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 250 672 0 06 Jan 2021
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 255 620 0 04 Dec 2018