Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks

6 June 2023

Papers citing "Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks"

6 / 6 papers shown

Title
Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation Xinyi Wang Alfonso Amayuelas Kexun Zhang Liangming Pan Wenhu Chen Wei Wang LRM 40 12 0 05 Feb 2024
Is a Question Decomposition Unit All We Need? Pruthvi H. Patel Swaroop Mishra Mihir Parmar Chitta Baral ReLM 158 51 0 25 May 2022
SKILL: Structured Knowledge Infusion for Large Language Models Fedor Moiseev Zhe Dong Enrique Alfonseca Martin Jaggi KELM 58 58 0 17 May 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer Tu Vu Brian Lester Noah Constant Rami Al-Rfou Daniel Cer VLM LRM 137 277 0 15 Oct 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,872 0 18 Apr 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 451 2,589 0 03 Sep 2019