Commonsense Knowledge Mining from Pretrained Models

2 September 2019

Papers citing "Commonsense Knowledge Mining from Pretrained Models"

50 / 213 papers shown

Title
Memory-Based Label-Text Tuning for Few-Shot Class-Incremental Learning Jinze Li Yan Bai Yihang Lou Xiongkun Linghu Jianzhong He Shaoyun Xu Tao Bai VLM CLL 87 2 0 03 Jul 2022
BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models Shibo Hao Bowen Tan Kaiwen Tang Bin Ni Xiyan Shao Hengzhe Zhang Eric Xing Zhiting Hu 117 27 0 28 Jun 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 94 30 0 03 Jun 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization Shruti Palaskar Akshita Bhagia Yonatan Bisk Florian Metze A. Black Ana Marasović 90 4 0 24 May 2022
Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce Yincen Qu Ningyu Zhang Hui Chen Zelin Dai Zezhong Xu Chengming Wang Xiaoyu Wang Qianglin Chen Huajun Chen 90 7 0 22 May 2022
Adaptive Prompt Learning-based Few-Shot Sentiment Analysis Pengfei Zhang Tingting Chai Yongdong Xu VLM 82 13 0 15 May 2022
Probing Simile Knowledge from Pre-trained Language Models Weijie Chen Yongzhu Chang Rongsheng Zhang Jiashu Pu Guandan Chen Le Zhang Yadong Xi Yijiang Chen Chang Su 78 11 0 27 Apr 2022
Zero-shot Entity and Tweet Characterization with Designed Conditional Prompts and Contexts S. Srivatsa Tushar Mohan Kumari Neha Nishchay Malakar Ponnurangam Kumaraguru Srinath Srinivasa 60 0 0 18 Apr 2022
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation Anthony Colas Mehrdad Alvandipour D. Wang 93 25 0 13 Apr 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification Han Wang Canwen Xu Julian McAuley VLM 74 12 0 13 Apr 2022
A Review on Language Models as Knowledge Bases Badr AlKhamissi Millicent Li Asli Celikyilmaz Mona T. Diab Marjan Ghazvininejad KELM 107 187 0 12 Apr 2022
Position-based Prompting for Health Outcome Generation Micheal Abaho Danushka Bollegala P. Williamson S. Dodd 61 10 0 30 Mar 2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View Boxi Cao Hongyu Lin Xianpei Han Fangchao Liu Le Sun ELM AAML 57 43 0 23 Mar 2022
BERT-ASC: Implicit Aspect Representation Learning through Auxiliary-Sentence Construction for Sentiment Analysis Ahmed Murtadha Shengfeng Pan Jianlin Su Xinxin Cao Wenze Zhang Bo Wen Yunfeng Liu 173 11 0 22 Mar 2022
Factual Consistency of Multilingual Pretrained Language Models Constanza Fierro Anders Søgaard HILM 70 16 0 22 Mar 2022
Do Multilingual Language Models Capture Differing Moral Norms? Katharina Hämmerl Bjorn Deiseroth P. Schramowski Jindrich Libovický Alexander Fraser Kristian Kersting 54 17 0 18 Mar 2022
Prototypical Verbalizer for Prompt-based Few-shot Tuning Ganqu Cui Shengding Hu Ning Ding Longtao Huang Zhiyuan Liu VLM 70 99 0 18 Mar 2022
Multi-Stage Prompting for Knowledgeable Dialogue Generation Zihan Liu M. Patwary R. Prenger Shrimai Prabhumoye Ming-Yu Liu Mohammad Shoeybi Bryan Catanzaro 63 50 0 16 Mar 2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals Xiao Liu Da Yin Yansong Feng Dongyan Zhao LRM 80 46 0 15 Mar 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings Haochen Tan Wei Shao Han Wu Ke Yang Linqi Song 52 19 0 11 Mar 2022
"Is Whole Word Masking Always Better for Chinese BERT?": Probing on Chinese Grammatical Error Correction Yong Dai Linyang Li Cong Zhou Zhangyin Feng Enbo Zhao Xipeng Qiu Pijian Li Duyu Tang 70 13 0 01 Mar 2022
Prompt-Learning for Short Text Classification Yi Zhu Xinke Zhou Jipeng Qiang Yun Li Yunhao Yuan Xindong Wu VLM 71 36 0 23 Feb 2022
Impact of Pretraining Term Frequencies on Few-Shot Reasoning Yasaman Razeghi Robert L Logan IV Matt Gardner Sameer Singh ReLM LRM 117 157 0 15 Feb 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 146 63 0 28 Jan 2022
Black-box Prompt Learning for Pre-trained Language Models Shizhe Diao Zhichao Huang Ruijia Xu Xuechun Li Yong Lin Xiao Zhou Tong Zhang VLM AAML 102 71 0 21 Jan 2022
Language Models as Zero-Shot Planners: Extracting Actionable Knowledge for Embodied Agents Wenlong Huang Pieter Abbeel Deepak Pathak Igor Mordatch LM&Ro 134 1,129 0 18 Jan 2022
A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking Yuting Yang Wenqiang Lei Pei Huang Juan Cao Jintao Li Tat-Seng Chua 91 14 0 15 Jan 2022
What do Large Language Models Learn about Scripts? Abhilasha Sancheti Rachel Rudinger 74 22 0 27 Dec 2021
ArT: All-round Thinker for Unsupervised Commonsense Question-Answering Jiawei Wang Hai Zhao LLMAG LRM 88 3 0 26 Dec 2021
Knowledge-Augmented Language Models for Cause-Effect Relation Classification Pedram Hosseini David A. Broniatowski Mona T. Diab CML 107 18 0 16 Dec 2021
Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases Shrimai Prabhumoye Rafal Kocielnik Mohammad Shoeybi Anima Anandkumar Bryan Catanzaro 68 21 0 15 Dec 2021
Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Tianyi Liu Zuxuan Wu Wenhan Xiong Jingjing Chen Yu-Gang Jiang VLM MLLM 88 10 0 10 Dec 2021
Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation Jiaying Gong Hoda Eldardiry 72 8 0 08 Dec 2021
Refined Commonsense Knowledge from Large-Scale Web Contents Shrestha Ghosh Simon Razniewski Julien Romero Gerhard Weikum 86 32 0 30 Nov 2021
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 115 65 0 26 Nov 2021
Few-shot Named Entity Recognition with Cloze Questions V. Gatta V. Moscato Marco Postiglione Giancarlo Sperlí 61 4 0 24 Nov 2021
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction Hanwen Xu Jiayou Zhang Zhirui Wang Shizhuo Zhang M. Bhalerao Yucong Liu Dawei Zhu Sheng Wang 69 5 0 13 Nov 2021
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 197 1,103 0 01 Nov 2021
A Systematic Investigation of Commonsense Knowledge in Large Language Models Xiang Lorraine Li A. Kuncoro Jordan Hoffmann Cyprien de Masson dÁutume Phil Blunsom Aida Nematzadeh LRM 104 59 0 31 Oct 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 147 326 0 15 Oct 2021
Symbolic Knowledge Distillation: from General Language Models to Commonsense Models Peter West Chandrasekhar Bhagavatula Jack Hessel Jena D. Hwang Liwei Jiang Ronan Le Bras Ximing Lu Sean Welleck Yejin Choi SyDa 143 333 0 14 Oct 2021
EventBERT: A Pre-Trained Model for Event Correlation Reasoning Yucheng Zhou Xiubo Geng Tao Shen Guodong Long Daxin Jiang 103 50 0 13 Oct 2021
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark KELM LRM 308 65 0 29 Sep 2021
Distilling Relation Embeddings from Pre-trained Language Models Asahi Ushio Jose Camacho-Collados Steven Schockaert 77 22 0 21 Sep 2021
SentiPrompt: Sentiment Knowledge Enhanced Prompt-Tuning for Aspect-Based Sentiment Analysis Chengxi Li Feiyu Gao Jiajun Bu Lu Xu Xiang Chen ... Zirui Shao Qi Zheng Ningyu Zhang Yongpan Wang Zhi Yu 94 56 0 17 Sep 2021
Language Models as a Knowledge Source for Cognitive Agents R. Wray James R. Kirk John E. Laird 57 15 0 17 Sep 2021
Do Language Models Know the Way to Rome? Bastien Liétard Mostafa Abdou Anders Søgaard 113 20 0 16 Sep 2021
"It doesn't look good for a date": Transforming Critiques into Preferences for Conversational Recommendation Systems Victor S. Bursztyn Jennifer Healey Nedim Lipka Eunyee Koh Doug Downey Larry Birnbaum 43 3 0 15 Sep 2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color Mostafa Abdou Artur Kulmizev Daniel Hershcovich Stella Frank Ellie Pavlick Anders Søgaard 88 126 0 13 Sep 2021
Implicit Premise Generation with Discourse-aware Commonsense Knowledge Models Tuhin Chakrabarty Aadit Trivedi Smaranda Muresan LRM 55 14 0 11 Sep 2021