v1v2 (latest)

Factual Probing Is [MASK]: Learning vs. Learning to Recall

12 April 2021

Papers citing "Factual Probing Is [MASK]: Learning vs. Learning to Recall"

50 / 274 papers shown

Title
LM-CORE: Language Models with Contextually Relevant External Knowledge Jivat Neet Kaur S. Bhatia Milan Aggarwal Rachit Bansal Balaji Krishnamurthy KELM 83 13 0 12 Aug 2022
Reducing Retraining by Recycling Parameter-Efficient Prompts Brian Lester Joshua Yurtsever Siamak Shakeri Noah Constant 51 12 0 10 Aug 2022
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence Chaozheng Wang Yuanhang Yang Cuiyun Gao Yun Peng Hongyu Zhang Michael R. Lyu AAML 115 145 0 24 Jul 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 109 13 0 04 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 108 27 0 28 Jun 2022
Neural Prompt Search Yuanhan Zhang Kaiyang Zhou Ziwei Liu VPVLM VLM 106 152 0 09 Jun 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization Mutian He Tianqing Fang Weiqi Wang Yangqiu Song 94 30 0 03 Jun 2022
ADAPT: Vision-Language Navigation with Modality-Aligned Action Prompts Bingqian Lin Yi Zhu Zicong Chen Xiwen Liang Jian-zhuo Liu Xiaodan Liang LM&Ro 91 51 0 31 May 2022
Structured Prompt Tuning Chi-Liang Liu Hung-yi Lee Wen-tau Yih 57 3 0 24 May 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models Da Yin Hritik Bansal Masoud Monajatipoor Liunian Harold Li Kai-Wei Chang 97 31 0 24 May 2022
Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration Kaijian Li Shansan Gong Kenny Q. Zhu 56 0 0 21 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 128 390 0 13 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 74 101 0 12 May 2022
Towards Unified Prompt Tuning for Few-shot Text Classification Jiadong Wang Chengyu Wang Fuli Luo Chuanqi Tan Minghui Qiu Fei Yang Qiuhui Shi Songfang Huang Ming Gao VLM 70 28 0 11 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
Natural Language to Code Translation with Execution Freda Shi Daniel Fried Marjan Ghazvininejad Luke Zettlemoyer Sida I. Wang 127 129 0 25 Apr 2022
Rows from Many Sources: Enriching row completions from Wikidata with a pre-trained Language Model Carina Negreanu Alperen Karaoglu Jack Williams Shuang Chen Daniel Fabian Andrew D. Gordon Chin-Yew Lin RALM AIMat LMTD 38 2 0 14 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 103 187 0 12 Apr 2022
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 F. Toni Christopher Akiki Javier de la Rosa Clémentine Fourrier Enrique Manjavacas Stefan Schweter Daniel Alexander van Strien 73 11 0 11 Apr 2022
Contrastive Demonstration Tuning for Pre-trained Language Models Xiaozhuan Liang Ningyu Zhang Shuyang Cheng Zhenru Zhang Chuanqi Tan Huajun Chen VLM ALM VPVLM 111 9 0 09 Apr 2022
Unsupervised Prompt Learning for Vision-Language Models Hao Huang Jack Chu Fangyun Wei VPVLM MLLM VLM 110 133 0 07 Apr 2022
Exploring Visual Prompts for Adapting Large-Scale Models Hyojin Bahng Ali Jahanian S. Sankaranarayanan Phillip Isola VLM VPVLM LRM 93 274 0 31 Mar 2022
How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis Shaobo Li Xiaoguang Li Lifeng Shang Zhenhua Dong Chengjie Sun Bingquan Liu Zhenzhou Ji Xin Jiang Qun Liu KELM 94 55 0 31 Mar 2022
Evaluating Prompts Across Multiple Choice Tasks In a Zero-Shot Setting Gabriel Orlanski LRM 67 2 0 29 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
On Robust Prefix-Tuning for Text Classification Zonghan Yang Yang Liu VLM 68 21 0 19 Mar 2022
Iteratively Prompt Pre-trained Language Models for Chain of Thought Boshi Wang Xiang Deng Huan Sun KELM ReLM LRM 133 103 0 16 Mar 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning Yuxin Jiang Linhan Zhang Wei Wang SSL 65 47 0 14 Mar 2022
Conditional Prompt Learning for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 163 1,365 0 10 Mar 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration Xiwen Liang Fengda Zhu Lingling Li Hang Xu Xiaodan Liang LM&Ro VLM 58 30 0 08 Mar 2022
SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models Liang Wang Wei Zhao Zhuoyu Wei Jingming Liu 101 187 0 04 Mar 2022
Controlling the Focus of Pretrained Language Generation Models Jiabao Ji Yoon Kim James R. Glass Tianxing He 121 5 0 02 Mar 2022
Revisiting Parameter-Efficient Tuning: Are We Really There Yet? Guanzheng Chen Fangyu Liu Zaiqiao Meng Shangsong Liang 64 95 0 16 Feb 2022
Domain Adaptation via Prompt Learning Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 115 154 0 14 Feb 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 263 1,392 0 10 Feb 2022
Transformers and the representation of biomedical background knowledge Oskar Wysocki Zili Zhou Paul O'Regan D. Ferreira Magdalena Wysocka Dónal Landers Idiap Research Institute MedIm 98 14 0 04 Feb 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? Buse Giledereli Guoji Fu Mrinmaya Sachan KELM 135 1 0 02 Feb 2022
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 83 17 0 21 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
Instance-aware Prompt Learning for Language Understanding and Generation Feihu Jin Jinliang Lu Jiajun Zhang Chengqing Zong 57 33 0 18 Jan 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts Ting Jiang Jian Jiao Shaohan Huang Zi-qiang Zhang Deqing Wang Fuzhen Zhuang Furu Wei Haizhen Huang Liangjie Zhang Qi Zhang 93 125 0 12 Jan 2022
Black-Box Tuning for Language-Model-as-a-Service Tianxiang Sun Yunfan Shao Hong Qian Xuanjing Huang Xipeng Qiu VLM 181 275 0 10 Jan 2022
Domain-Aware Continual Zero-Shot Learning Kai Yi Paul Janson Wenxuan Zhang Mohamed Elhoseiny 122 4 0 24 Dec 2021
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 96 709 0 16 Dec 2021
Prompt Waywardness: The Curious Case of Discretized Interpretation of Continuous Prompts Daniel Khashabi Xinxi Lyu Sewon Min Lianhui Qin Kyle Richardson ... Hannaneh Hajishirzi Tushar Khot Ashish Sabharwal Sameer Singh Yejin Choi 114 75 0 15 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
VT-CLIP: Enhancing Vision-Language Models with Visual-guided Texts Longtian Qiu Renrui Zhang Ziyu Guo Wei Zhang Zilu Guo Ziyao Zeng Guangnan Zhang VLM CLIP 80 45 0 04 Dec 2021
On Transferability of Prompt Tuning for Natural Language Processing Yusheng Su Xiaozhi Wang Yujia Qin Chi-Min Chan Yankai Lin ... Peng Li Juanzi Li Lei Hou Maosong Sun Jie Zhou AAML VLM 83 106 0 12 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 1,100 0 01 Nov 2021