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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?"

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Title
Domain Adaptation via Prompt Learning Chunjiang Ge Rui Huang Mixue Xie Zihang Lai Shiji Song Shuang Li Gao Huang VPVLM VLM 124 155 0 14 Feb 2022
Can Machines Help Us Answering Question 16 in Datasheets, and In Turn Reflecting on Inappropriate Content? P. Schramowski Christopher Tauchmann Kristian Kersting FaML 114 100 0 14 Feb 2022
Deduplicating Training Data Mitigates Privacy Risks in Language Models Nikhil Kandpal Eric Wallace Colin Raffel PILM MU 172 295 0 14 Feb 2022
Locating and Editing Factual Associations in GPT Kevin Meng David Bau A. Andonian Yonatan Belinkov KELM 352 1,393 0 10 Feb 2022
Distilling Hypernymy Relations from Language Models: On the Effectiveness of Zero-Shot Taxonomy Induction Devansh Jain Luis Espinosa Anke 85 12 0 10 Feb 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP Yulong Chen Yang Liu Li Dong Shuohang Wang Chenguang Zhu Michael Zeng Yue Zhang VLM 111 48 0 10 Feb 2022
Semantic features of object concepts generated with GPT-3 Hannes J. Hansen M. Hebart VLM 54 24 0 08 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 425 2,496 0 08 Feb 2022
Ethics, Rules of Engagement, and AI: Neural Narrative Mapping Using Large Transformer Language Models Philip G. Feldman Aaron Dant D. Rosenbluth AI4CE 71 1 0 05 Feb 2022
What Has Been Enhanced in my Knowledge-Enhanced Language Model? Buse Giledereli Guoji Fu Mrinmaya Sachan KELM 137 1 0 02 Feb 2022
Does Transliteration Help Multilingual Language Modeling? Ibraheem Muhammad Moosa Mahmud Elahi Akhter Ashfia Binte Habib 107 12 0 29 Jan 2022
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey Prajjwal Bhargava Vincent Ng ReLM LRM 151 63 0 28 Jan 2022
Relational Memory Augmented Language Models Qi Liu Dani Yogatama Phil Blunsom KELM RALM 134 32 0 24 Jan 2022
Artefact Retrieval: Overview of NLP Models with Knowledge Base Access Vilém Zouhar Marius Mosbach Debanjali Biswas Dietrich Klakow KELM 90 4 0 24 Jan 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 111 231 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 159 1,129 0 18 Jan 2022
COLD: A Benchmark for Chinese Offensive Language Detection Deng Jiawen Jingyan Zhou Hao Sun Chujie Zheng Fei Mi Helen M. Meng Minlie Huang 73 111 0 16 Jan 2022
Kformer: Knowledge Injection in Transformer Feed-Forward Layers Yunzhi Yao Shaohan Huang Li Dong Furu Wei Huajun Chen Ningyu Zhang KELM MedIm 99 42 0 15 Jan 2022
Does Entity Abstraction Help Generative Transformers Reason? Nicolas Angelard-Gontier Siva Reddy C. Pal 79 5 0 05 Jan 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 60 27 0 01 Jan 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 153 309 0 20 Dec 2021
Learning To Retrieve Prompts for In-Context Learning Ohad Rubin Jonathan Herzig Jonathan Berant VPVLM RALM 105 710 0 16 Dec 2021
Does Pre-training Induce Systematic Inference? How Masked Language Models Acquire Commonsense Knowledge Ian Porada Alessandro Sordoni Jackie C.K. Cheung 54 8 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
Is "My Favorite New Movie" My Favorite Movie? Probing the Understanding of Recursive Noun Phrases Qing Lyu Hua Zheng Daoxin Li Li Zhang Marianna Apidianaki Chris Callison-Burch 54 4 0 15 Dec 2021
Knowledge-Grounded Dialogue Generation with a Unified Knowledge Representation Yu Li Baolin Peng Yelong Shen Yi Mao Lars Liden Zhou Yu Jianfeng Gao 94 55 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 80 21 0 15 Dec 2021
VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena Letitia Parcalabescu Michele Cafagna Lilitta Muradjan Anette Frank Iacer Calixto Albert Gatt CoGe 112 118 0 14 Dec 2021
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework Mengjie Zhao Fei Mi Yasheng Wang Minglei Li Xin Jiang Qun Liu Hinrich Schütze RALM 115 11 0 14 Dec 2021
Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection Diego Garcia-Olano Yasumasa Onoe Joydeep Ghosh 69 18 0 13 Dec 2021
Contextualized Scene Imagination for Generative Commonsense Reasoning Peifeng Wang Jonathan Zamora Junfeng Liu Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 101 16 0 12 Dec 2021
Discourse-Aware Soft Prompting for Text Generation Marjan Ghazvininejad Vladimir Karpukhin Vera Gor Asli Celikyilmaz 69 6 0 10 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
Zero-Shot Recommendation as Language Modeling Damien Sileo Wout Vossen Robbe Raymaekers LRM LMTD 60 44 0 08 Dec 2021
Quantifying Adaptability in Pre-trained Language Models with 500 Tasks Belinda Z. Li Jane A. Yu Madian Khabsa Luke Zettlemoyer A. Halevy Jacob Andreas ELM 91 17 0 06 Dec 2021
Probing Linguistic Information For Logical Inference In Pre-trained Language Models Zeming Chen Qiyue Gao 74 9 0 03 Dec 2021
DKPLM: Decomposable Knowledge-enhanced Pre-trained Language Model for Natural Language Understanding Taolin Zhang Chengyu Wang Nan Hu Minghui Qiu Chengguang Tang Xiaofeng He Jun Huang KELM VLM 80 30 0 02 Dec 2021
Refined Commonsense Knowledge from Large-Scale Web Contents Shrestha Ghosh Simon Razniewski Julien Romero Gerhard Weikum 88 32 0 30 Nov 2021
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 115 81 0 30 Nov 2021
A Simple Long-Tailed Recognition Baseline via Vision-Language Model Teli Ma Shijie Geng Mengmeng Wang Jing Shao Jiasen Lu Hongsheng Li Peng Gao Yu Qiao VLM 120 47 0 29 Nov 2021
Do Language Models Have Beliefs? Methods for Detecting, Updating, and Visualizing Model Beliefs Peter Hase Mona T. Diab Asli Celikyilmaz Xian Li Zornitsa Kozareva Veselin Stoyanov Joey Tianyi Zhou Srini Iyer KELM LRM 98 79 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
LAnoBERT: System Log Anomaly Detection based on BERT Masked Language Model Yukyung Lee Jina Kim Pilsung Kang 64 84 0 18 Nov 2021
Interpreting Language Models Through Knowledge Graph Extraction Vinitra Swamy Angelika Romanou Martin Jaggi 65 20 0 16 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 Automated Question Answering In Biomedical Domain K. D. Baksi 64 0 0 10 Nov 2021
PopBlends: Strategies for Conceptual Blending with Large Language Models Sitong Wang S. Petridis Taeahn Kwon Xiaojuan Ma Lydia B. Chilton DiffM HAI 128 56 0 09 Nov 2021
A Survey on Green Deep Learning Jingjing Xu Wangchunshu Zhou Zhiyi Fu Hao Zhou Lei Li VLM 203 84 0 08 Nov 2021
On Semantic Cognition, Inductive Generalization, and Language Models Kanishka Misra LRM AI4CE 49 3 0 04 Nov 2021