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Language Models as Knowledge Bases?

3 September 2019

Patrick Lewis

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Papers citing "Language Models as Knowledge Bases?"

50 / 1,722 papers shown

Title
Housekeep: Tidying Virtual Households using Commonsense Reasoning Yash Kant Arun Ramachandran Sriram Yenamandra Igor Gilitschenski Dhruv Batra Andrew Szot Harsh Agrawal LM&Ro LRM 231 73 0 22 May 2022
Few-Shot Natural Language Inference Generation with PDD: Prompt and Dynamic Demonstration Kaijian Li Shansan Gong Kenny Q. Zhu 63 0 0 21 May 2022
DeepStruct: Pretraining of Language Models for Structure Prediction Chenguang Wang Xiao Liu Zui Chen Haoyun Hong Jie Tang Dawn Song 290 71 0 21 May 2022
Can Foundation Models Wrangle Your Data? A. Narayan Ines Chami Laurel J. Orr Simran Arora Christopher Ré LMTD AI4CE 247 231 0 20 May 2022
SeqZero: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models Jingfeng Yang Haoming Jiang Qingyu Yin Danqing Zhang Bing Yin Diyi Yang 85 48 0 15 May 2022
Discovering Latent Concepts Learned in BERT Fahim Dalvi A. Khan Firoj Alam Nadir Durrani Jia Xu Hassan Sajjad SSL 60 61 0 15 May 2022
Adaptive Prompt Learning-based Few-Shot Sentiment Analysis Pengfei Zhang Tingting Chai Yongdong Xu VLM 88 13 0 15 May 2022
What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge Lovisa Hagström Richard Johansson VLM 67 4 0 14 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 130 391 0 13 May 2022
Weakly Supervised Text Classification using Supervision Signals from a Language Model Huiping Zhuang Wei-Guo Ni Tianqing Fang Xiang Li Xinran Zhao Yangqiu Song 95 15 0 13 May 2022
Dynamic Prefix-Tuning for Generative Template-based Event Extraction Xiao Liu Heyan Huang Ge Shi Bo Wang 74 102 0 12 May 2022
Human Language Modeling Nikita Soni Matthew Matero Niranjan Balasubramanian H. Andrew Schwartz 50 8 0 10 May 2022
Beyond Bounding Box: Multimodal Knowledge Learning for Object Detection Wei Feng Xingyuan Bu Chenchen Zhang Xubin Li VLM 46 4 0 09 May 2022
Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence Myeongjun Jang Frank Mtumbuka Thomas Lukasiewicz 92 10 0 08 May 2022
Entity Cloze By Date: What LMs Know About Unseen Entities Yasumasa Onoe Michael J.Q. Zhang Eunsol Choi Greg Durrett KELM 102 53 0 05 May 2022
Lexical Knowledge Internalization for Neural Dialog Generation Zhiyong Wu Wei Bi Xiang Li Lingpeng Kong B. Kao 65 2 0 04 May 2022
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models Junyi Li Tianyi Tang Zheng Gong Lixin Yang Zhuohao Yu Zhongfu Chen Jingyuan Wang Wayne Xin Zhao Ji-Rong Wen LM&MA ELM 52 8 0 03 May 2022
OPT: Open Pre-trained Transformer Language Models Susan Zhang Stephen Roller Naman Goyal Mikel Artetxe Moya Chen ... Daniel Simig Punit Singh Koura Anjali Sridhar Tianlu Wang Luke Zettlemoyer VLM OSLM AI4CE 443 3,714 0 02 May 2022
Entity-aware Transformers for Entity Search E. Gerritse Faegheh Hasibi A. D. Vries 77 23 0 02 May 2022
CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction Jiaju Lin Qin Chen Jie Zhou Jian Jin Liangye He 87 24 0 01 May 2022
MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning Ehud D. Karpas Omri Abend Yonatan Belinkov Barak Lenz Opher Lieber ... Erez Schwartz Gal Shachaf Shai Shalev-Shwartz Amnon Shashua Moshe Tenenholtz LLMAG 79 70 0 01 May 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QA Zixian Huang Ao Wu Jiaying Zhou Yu Gu Yue Zhao Gong Cheng 49 27 0 30 Apr 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing Chengyu Wang Minghui Qiu Chen Shi Taolin Zhang Tingting Liu Lei Li Jiadong Wang Ming Wang Jun Huang W. Lin 88 21 0 30 Apr 2022
Logically Consistent Adversarial Attacks for Soft Theorem Provers Alexander Gaskell Yishu Miao Lucia Specia Francesca Toni AAML 41 7 0 29 Apr 2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models Joel Jang Seonghyeon Ye Changho Lee Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Minjoon Seo CLL KELM 167 98 0 29 Apr 2022
Instilling Type Knowledge in Language Models via Multi-Task QA Shuyang Li Mukund Sridhar Chandan Prakash Jin Cao Wael Hamza Julian McAuley KELM 79 7 0 28 Apr 2022
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization Yue Dong John Wieting Pat Verga HILM 82 27 0 28 Apr 2022
Tailor: A Prompt-Based Approach to Attribute-Based Controlled Text Generation Kexin Yang Dayiheng Liu Wenqiang Lei Baosong Yang Mingfeng Xue Boxing Chen Jun Xie 86 29 0 28 Apr 2022
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement Bhavana Dalvi Oyvind Tafjord Peter Clark LRM KELM ReLM 121 39 0 27 Apr 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
Plug-and-Play Adaptation for Continuously-updated QA Kyungjae Lee Wookje Han Seung-won Hwang Hwaran Lee Joonsuk Park Sang-Woo Lee KELM 94 16 0 27 Apr 2022
Autoregressive Search Engines: Generating Substrings as Document Identifiers Michele Bevilacqua G. Ottaviano Patrick Lewis Wen-tau Yih Sebastian Riedel Fabio Petroni KELM RALM 147 166 0 22 Apr 2022
Decorate the Examples: A Simple Method of Prompt Design for Biomedical Relation Extraction Hui-Syuan Yeh Thomas Lavergne Pierre Zweigenbaum 67 12 0 21 Apr 2022
Event Transition Planning for Open-ended Text Generation Qintong Li Pijian Li Wei Bi Zhaochun Ren Yuxuan Lai Lingpeng Kong 76 13 0 20 Apr 2022
You Are What You Write: Preserving Privacy in the Era of Large Language Models Richard Plant V. Giuffrida Dimitra Gkatzia PILM 99 19 0 20 Apr 2022
Non-Parallel Text Style Transfer with Self-Parallel Supervision Ruibo Liu Chongyang Gao Chenyan Jia Guangxuan Xu Soroush Vosoughi VLM 87 16 0 18 Apr 2022
Pathologies of Pre-trained Language Models in Few-shot Fine-tuning Hanjie Chen Guoqing Zheng Ahmed Hassan Awadallah Yangfeng Ji AI4MH 91 3 0 17 Apr 2022
WikiOmnia: generative QA corpus on the whole Russian Wikipedia D. Pisarevskaya Tatiana Shavrina 73 2 0 17 Apr 2022
Knowledgeable Salient Span Mask for Enhancing Language Models as Knowledge Base Cunxiang Wang Fuli Luo Yanyang Li Runxin Xu Fei Huang Yue Zhang KELM 89 3 0 17 Apr 2022
Probing Script Knowledge from Pre-Trained Models Zijian Jin Xingyu Zhang Mo Yu Lifu Huang 63 5 0 16 Apr 2022
BLCU-ICALL at SemEval-2022 Task 1: Cross-Attention Multitasking Framework for Definition Modeling Cunliang Kong Yujie Wang Ruining Chong Liner Yang Hengyuan Zhang Erhong Yang Yaping Huang 53 8 0 16 Apr 2022
Polling Latent Opinions: A Method for Computational Sociolinguistics Using Transformer Language Models Philip G. Feldman Aaron Dant James R. Foulds Shimei Pan 59 3 0 15 Apr 2022
mGPT: Few-Shot Learners Go Multilingual Oleh Shliazhko Alena Fenogenova Maria Tikhonova Vladislav Mikhailov Anastasia Kozlova Tatiana Shavrina 155 155 0 15 Apr 2022
Image Captioning In the Transformer Age Yangliu Xu Li Li Haiyang Xu Songfang Huang Fei Huang Jianfei Cai ViT 59 6 0 15 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 110 187 0 12 Apr 2022
What do Toothbrushes do in the Kitchen? How Transformers Think our World is Structured Alexander Henlein Alexander Mehler 70 6 0 12 Apr 2022
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm Lei Xu Yangyi Chen Ganqu Cui Hongcheng Gao Zhiyuan Liu SILM VPVLM 129 76 0 11 Apr 2022
A Comparative Study of Pre-trained Encoders for Low-Resource Named Entity Recognition Yuxuan Chen Jonas Mikkelsen Arne Binder Christoph Alt Leonhard Hennig 76 2 0 11 Apr 2022
MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction Saadullah Amin Pasquale Minervini David Chang Pontus Stenetorp G. Neumann 85 3 0 10 Apr 2022