AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation
Tuning with Plausibility Estimation

AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation

16 February 2024

Papers citing "AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation"

12 / 12 papers shown

Title
Rethinking Memory in AI: Taxonomy, Operations, Topics, and Future Directions Yiming Du Wenyu Huang Danna Zheng Zhaowei Wang Sébastien Montella Mirella Lapata Kam-Fai Wong Jeff Z. Pan KELM MU 68 1 0 01 May 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty Qing Zong Z. Wang Tianshi Zheng Xiyu Ren Y. Song 50 1 0 31 Dec 2024
KNOWCOMP POKEMON Team at DialAM-2024: A Two-Stage Pipeline for Detecting Relations in Dialogical Argument Mining Zihao Zheng Zhaowei Wang Qing Zong Yangqiu Song LRM 29 1 0 29 Jul 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory Wei Fan Haoran Li Zheye Deng Weiqi Wang Yangqiu Song AILaw 30 8 0 17 Jun 2024
VCD: Knowledge Base Guided Visual Commonsense Discovery in Images Xiangqing Shen Yurun Song Siwei Wu Rui Xia 33 6 0 27 Feb 2024
ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases Quyet V. Do Tianqing Fang Shizhe Diao Zhaowei Wang Yangqiu Song LRM 40 10 0 25 Jan 2024
SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller Zhaowei Wang Hongming Zhang Tianqing Fang Yangqiu Song Ginny Y. Wong Simon See 64 10 0 13 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 297 3,163 0 21 Mar 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 301 11,730 0 04 Mar 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
Incorporating Temporal Information in Entailment Graph Mining Liane Guillou Sander Bijl de Vroe Mohammad Javad Hosseini Mark Johnson Mark Steedman 39 10 0 20 Sep 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 245 460 0 06 Jan 2021