Empowering Language Models with Active Inquiry for Deeper Understanding

Empowering Language Models with Active Inquiry for Deeper Understanding

6 February 2024

Jing-Cheng Pang

Sheng-Jun Huang

Papers citing "Empowering Language Models with Active Inquiry for Deeper Understanding"

10 / 10 papers shown

Title
QuestBench: Can LLMs ask the right question to acquire information in reasoning tasks? Belinda Z. Li Been Kim Z. Wang LRM 38 2 0 28 Mar 2025
The Emerged Security and Privacy of LLM Agent: A Survey with Case Studies Feng He Tianqing Zhu Dayong Ye Bo Liu Wanlei Zhou Philip S. Yu PILM LLMAG ELM 68 23 0 28 Jul 2024
Knowledgeable Agents by Offline Reinforcement Learning from Large Language Model Rollouts Jing-Cheng Pang Si-Hang Yang Kaiyuan Li Jiaji Zhang Xiong-Hui Chen Nan Tang Yang Yu OffRL KELM LLMAG 41 4 0 14 Apr 2024
Ask Me Anything: A simple strategy for prompting language models Simran Arora A. Narayan Mayee F. Chen Laurel J. Orr Neel Guha Kush S. Bhatia Ines Chami Frederic Sala Christopher Ré ReLM LRM 211 207 0 05 Oct 2022
Self-Consistency Improves Chain of Thought Reasoning in Language Models Xuezhi Wang Jason W. Wei Dale Schuurmans Quoc Le Ed H. Chi Sharan Narang Aakanksha Chowdhery Denny Zhou ReLM BDL LRM AI4CE 314 3,248 0 21 Mar 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 358 8,495 0 28 Jan 2022
Internet-Augmented Dialogue Generation M. Komeili Kurt Shuster Jason Weston RALM 235 280 0 15 Jul 2021
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 250 673 0 06 Jan 2021
The Pile: An 800GB Dataset of Diverse Text for Language Modeling Leo Gao Stella Biderman Sid Black Laurence Golding Travis Hoppe ... Horace He Anish Thite Noa Nabeshima Shawn Presser Connor Leahy AIMat 253 1,989 0 31 Dec 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016