Commonsense Knowledge Mining from Pretrained Models

2 September 2019

Papers citing "Commonsense Knowledge Mining from Pretrained Models"

50 / 213 papers shown

Title
Prompt2Gaussia: Uncertain Prompt-learning for Script Event Prediction Shiyao Cui Xin Cong Shuaiyi Nie Xuebin Wang Tingwen Liu Jinqiao Shi 55 0 0 04 Aug 2023
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation Jiaqi Bai Zhao Yan Jian Yang Xinnian Liang Hongcheng Guo Zhoujun Li 55 9 0 27 Jun 2023
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 104 6 0 06 Jun 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification Kexi Ji Yixin Lian Jingsheng Gao Baoyuan Wang VLM 89 22 0 26 May 2023
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models Haonan Duan Adam Dziedzic Nicolas Papernot Franziska Boenisch AAML 87 67 0 24 May 2023
Trusting Your Evidence: Hallucinate Less with Context-aware Decoding Weijia Shi Xiaochuang Han M. Lewis Yulia Tsvetkov Luke Zettlemoyer Scott Yih HILM 84 215 0 24 May 2023
COMET-M: Reasoning about Multiple Events in Complex Sentences Sahithya Ravi R. Ng Vered Shwartz LRM ReLM 72 3 0 24 May 2023
Language Models with Rationality Nora Kassner Oyvind Tafjord Ashish Sabharwal Kyle Richardson Hinrich Schütze Peter Clark ReLM KELM LRM 121 17 0 23 May 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 97 14 0 23 May 2023
Can NLP Models Correctly Reason Over Contexts that Break the Common Assumptions? Neeraj Varshney Mihir Parmar Nisarg Patel Divij Handa Sayantan Sarkar Man Luo Chitta Baral LRM 60 4 0 20 May 2023
Large Language Models Need Holistically Thought in Medical Conversational QA Yixuan Weng Bin Li Fei Xia Minjun Zhu Bing Sun Shizhu He Kang Liu Jun Zhao LM&MA AI4MH LRM DiffM ELM 102 5 0 09 May 2023
PTP: Boosting Stability and Performance of Prompt Tuning with Perturbation-Based Regularizer Lichang Chen Heng-Chiao Huang Varun Madhavan AAML 176 12 0 03 May 2023
Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain Annerose Eichel Helena Schlipf Sabine Schulte im Walde 69 2 0 28 Apr 2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Bohan Li Longxu Dou Yutai Hou Yunlong Feng Honglin Mu Qingfu Zhu Qinghua Sun Wanxiang Che VLM 78 4 0 19 Apr 2023
Task-Oriented Multi-Modal Mutual Leaning for Vision-Language Models Sifan Long Zhen Zhao Junkun Yuan Zichang Tan Jiangjiang Liu Luping Zhou Sheng-sheng Wang Jingdong Wang VLM 113 3 0 30 Mar 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models Ning Bian Xianpei Han Le Sun Hongyu Lin Yaojie Lu Xianpei Han Shanshan Jiang Bin Dong KELM ELM AI4MH LRM 141 80 0 29 Mar 2023
Logical Reasoning over Natural Language as Knowledge Representation: A Survey Zonglin Yang Xinya Du Rui Mao Jinjie Ni Min Zhang LRM ReLM 78 27 0 21 Mar 2023
Language Model Behavior: A Comprehensive Survey Tyler A. Chang Benjamin Bergen VLM LRM LM&MA 117 109 0 20 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey Boxi Cao Hongyu Lin Xianpei Han Le Sun KELM 95 29 0 14 Mar 2023
Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data Kashun Shum Shizhe Diao Tong Zhang ReLM LRM 119 138 0 24 Feb 2023
STA: Self-controlled Text Augmentation for Improving Text Classifications Congcong Wang Gonzalo Fiz Pontiveros Steven Derby Tri Kurniawan Wijaya 72 4 0 24 Feb 2023
Active Prompting with Chain-of-Thought for Large Language Models Shizhe Diao Pengcheng Wang Yong Lin Tong Zhang ReLM KELM LLMAG LRM 134 133 0 23 Feb 2023
Adversarial Transformer Language Models for Contextual Commonsense Inference Pedro Colon-Hernandez H. Lieberman Yida Xin Claire Yin C. Breazeal Peter Chin 85 2 0 10 Feb 2023
Prompting for Multimodal Hateful Meme Classification Rui Cao Roy Ka-wei Lee Wen-Haw Chong Jing Jiang VLM 85 83 0 08 Feb 2023
Understanding Finetuning for Factual Knowledge Extraction from Language Models Mehran Kazemi Sid Mittal Deepak Ramachandran KELM 102 11 0 26 Jan 2023
Language Models as Inductive Reasoners Zonglin Yang Li Dong Xinya Du Hao Cheng Min Zhang Xiaodong Liu Jianfeng Gao Furu Wei ReLM LRM 96 37 0 21 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 234 327 0 19 Dec 2022
Pre-trained Language Models Can be Fully Zero-Shot Learners Xuandong Zhao Siqi Ouyang Zhiguo Yu Ming-li Wu Lei Li VLM LRM 103 34 0 14 Dec 2022
Automaton-Based Representations of Task Knowledge from Generative Language Models Yunhao Yang Jean-Raphael Gaglione Cyrus Neary Ufuk Topcu 132 11 0 04 Dec 2022
Extensible Prompts for Language Models on Zero-shot Language Style Customization Tao Ge Jing Hu Li Dong Shaoguang Mao Yanqiu Xia Xun Wang Si-Qing Chen Furu Wei VLM 87 7 0 01 Dec 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering Yueqing Sun Yu Zhang Le Qi Qi Shi ReLM RALM LRM 56 6 0 24 Nov 2022
Visually Grounded Commonsense Knowledge Acquisition Yuan Yao Tianyu Yu Ao Zhang Mengdi Li Ruobing Xie ... Zhiyuan Liu Haitao Zheng S. Wermter Tat-Seng Chua Maosong Sun SSL 82 6 0 22 Nov 2022
Relationship of the language distance to English ability of a country Cao Xinxin Lei Xiaolan Ahmed Murtadha 53 1 0 15 Nov 2022
Speaking Multiple Languages Affects the Moral Bias of Language Models Katharina Hämmerl Bjorn Deiseroth P. Schramowski Jindrich Libovický Constantin Rothkopf Alexander Fraser Kristian Kersting 79 33 0 14 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification Yongbin Li Canran Xu Guodong Long Tao Shen Chongyang Tao Jing Jiang 84 1 0 11 Nov 2022
Continuous Prompt Tuning Based Textual Entailment Model for E-commerce Entity Typing Yibo Wang Congying Xia Guan Wang Philip Yu 58 6 0 04 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 195 907 0 03 Nov 2022
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities Nianzu Ma Sahisnu Mazumder A. Politowicz Bing-Quan Liu Eric Robertson Scott Grigsby 82 1 0 31 Oct 2022
VLC-BERT: Visual Question Answering with Contextualized Commonsense Knowledge Sahithya Ravi Aditya Chinchure Leonid Sigal Renjie Liao Vered Shwartz 73 29 0 24 Oct 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu Kefei Duan Junwei Yang Hanwen Xu Ming Zhang Sheng Wang MoE 78 0 0 14 Oct 2022
Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary Daniel Loureiro A. Jorge ReLM KELM AI4MH LRM 55 1 0 12 Oct 2022
Generating Executable Action Plans with Environmentally-Aware Language Models Maitrey Gramopadhye D. Szafir LM&Ro LLMAG 100 24 0 10 Oct 2022
XPrompt: Exploring the Extreme of Prompt Tuning Fang Ma Chen Zhang Lei Ren Jingang Wang Qifan Wang Wei Wu Xiaojun Quan Dawei Song VLM 150 39 0 10 Oct 2022
MetaPrompting: Learning to Learn Better Prompts Yutai Hou Hongyuan Dong Xinghao Wang Bohan Li Wanxiang Che VLM 83 30 0 23 Sep 2022
Automatic Label Sequence Generation for Prompting Sequence-to-sequence Models Zichun Yu Tianyu Gao Zhengyan Zhang Yankai Lin Zhiyuan Liu Maosong Sun Jie Zhou VLM LRM 51 1 0 20 Sep 2022
CommunityLM: Probing Partisan Worldviews from Language Models Hang Jiang Doug Beeferman Brandon Roy Dwaipayan Roy 168 32 0 15 Sep 2022
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 59 0 0 01 Sep 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 74 6 0 22 Aug 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 88 53 0 17 Aug 2022
Inner Monologue: Embodied Reasoning through Planning with Language Models Wenlong Huang F. Xia Ted Xiao Harris Chan Jacky Liang ... Tomas Jackson Linda Luu Sergey Levine Karol Hausman Brian Ichter LLMAG LM&Ro LRM 211 927 0 12 Jul 2022