LogiGAN: Learning Logical Reasoning via Adversarial Pre-training

LogiGAN: Learning Logical Reasoning via Adversarial Pre-training

18 May 2022

Papers citing "LogiGAN: Learning Logical Reasoning via Adversarial Pre-training"

18 / 18 papers shown

Title
Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation Qianxi He Qianyu He Jiaqing Liang Yanghua Xiao Weikang Zhou Zeye Sun Fei Yu LRM 71 0 0 27 Feb 2025
Boosting Logical Fallacy Reasoning in LLMs via Logical Structure Tree Yuanyuan Lei Ruihong Huang 16 1 0 15 Oct 2024
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models Zexuan Qiu Jingjing Li Shijue Huang Wanjun Zhong Irwin King ELM ALM 45 3 0 06 Mar 2024
A Closer Look at the Self-Verification Abilities of Large Language Models in Logical Reasoning Ruixin Hong Hongming Zhang Xinyu Pang Dong Yu Changshui Zhang LRM 36 23 0 14 Nov 2023
Pre-training LLMs using human-like development data corpus Khushi Bhardwaj Raj Sanjay Shah Sashank Varma 19 6 0 08 Nov 2023
DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy Hongda Sun Weikai Xu Wei Liu Jian Luan Bin Wang Shuo Shang Ji-Rong Wen Rui Yan LRM 29 24 0 28 Oct 2023
Dialogue Agents 101: A Beginner's Guide to Critical Ingredients for Designing Effective Conversational Systems Shivani Kumar S. Bhatia Milan Aggarwal Tanmoy Chakraborty 19 1 0 14 Jul 2023
IDOL: Indicator-oriented Logic Pre-training for Logical Reasoning Zihang Xu Ziqing Yang Yiming Cui Shijin Wang LRM ReLM MLLM 33 5 0 27 Jun 2023
Unifying Structure Reasoning and Language Model Pre-training for Complex Reasoning Siyuan Wang Zhongyu Wei Jiarong Xu Taishan Li Zhihao Fan LRM 36 4 0 21 Jan 2023
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 26 4 0 07 Dec 2022
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin T. Zhao Chin-Yew Lin Nan Duan LRM CoGe 22 2 0 20 Oct 2022
Reasoning Like Program Executors Xinyu Pi Qian Liu Bei Chen Morteza Ziyadi Zeqi Lin Qiang Fu Yan Gao Jian-Guang Lou Weizhu Chen ReLM LRM 246 52 0 27 Jan 2022
A Unified Strategy for Multilingual Grammatical Error Correction with Pre-trained Cross-Lingual Language Model Xin Sun Tao Ge Shuming Ma Jingjing Li Furu Wei Houfeng Wang SyDa 27 26 0 26 Jan 2022
Turning Tables: Generating Examples from Semi-structured Tables for Endowing Language Models with Reasoning Skills Ori Yoran Alon Talmor Jonathan Berant ReLM LRM 172 53 0 15 Jul 2021
Open-Retrieval Conversational Machine Reading Yifan Gao Jingjing Li Chien-Sheng Wu M. Lyu Irwin King 30 17 0 17 Feb 2021
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation Ieva Staliunaite P. Gorinski Ignacio Iacobacci LRM 136 22 0 13 Jan 2021
Language GANs Falling Short Massimo Caccia Lucas Page-Caccia W. Fedus Hugo Larochelle Joelle Pineau Laurent Charlin 112 214 0 06 Nov 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018