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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
Do Children Texts Hold The Key To Commonsense Knowledge? Julien Romero Simon Razniewski 50 2 0 10 Oct 2022
Understanding Transformer Memorization Recall Through Idioms Adi Haviv Ido Cohen Jacob Gidron R. Schuster Yoav Goldberg Mor Geva 112 53 0 07 Oct 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 317 90 0 07 Oct 2022
Multiview Contextual Commonsense Inference: A New Dataset and Task Siqi Shen Deepanway Ghosal Navonil Majumder Henry Lim Rada Mihalcea Soujanya Poria LRM 74 12 0 06 Oct 2022
Modelling Commonsense Properties using Pre-Trained Bi-Encoders Amit Gajbhiye Luis Espinosa-Anke Steven Schockaert 55 12 0 06 Oct 2022
COMPS: Conceptual Minimal Pair Sentences for testing Robust Property Knowledge and its Inheritance in Pre-trained Language Models Kanishka Misra Julia Taylor Rayz Allyson Ettinger 132 10 0 05 Oct 2022
Explaining Patterns in Data with Language Models via Interpretable Autoprompting Chandan Singh John X. Morris J. Aneja Alexander M. Rush Jianfeng Gao LRM 79 0 0 04 Oct 2022
Knowledge Unlearning for Mitigating Privacy Risks in Language Models Joel Jang Dongkeun Yoon Sohee Yang Sungmin Cha Moontae Lee Lajanugen Logeswaran Minjoon Seo KELM PILM MU 226 239 0 04 Oct 2022
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment Zhijing Jin Sydney Levine Fernando Gonzalez Ojasv Kamal Maarten Sap Mrinmaya Sachan Rada Mihalcea J. Tenenbaum Bernhard Schölkopf ELM LRM 105 103 0 04 Oct 2022
Recitation-Augmented Language Models Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 277 65 0 04 Oct 2022
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models Guangyi Chen Weiran Yao Xiangchen Song Xinyue Li Yongming Rao Kun Zhang VPVLM VLM 100 62 0 03 Oct 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold KELM 62 4 0 03 Oct 2022
LambdaKG: A Library for Pre-trained Language Model-Based Knowledge Graph Embeddings Xin Xie Zhoubo Li Xiaohan Wang Feiyu Xiong Ningyu Zhang 115 11 0 01 Oct 2022
Medical Image Understanding with Pretrained Vision Language Models: A Comprehensive Study Ziyuan Qin Huahui Yi Qicheng Lao Kang Li VLM 105 71 0 30 Sep 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 108 33 0 28 Sep 2022
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification Adrien Bennetot Gianni Franchi Javier Del Ser Raja Chatila Natalia Díaz Rodríguez AAML 86 28 0 26 Sep 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge Lingzhi Wang Shafiq Joty Wei Gao Xingshan Zeng Kam-Fai Wong 72 10 0 23 Sep 2022
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 251 121 0 22 Sep 2022
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation Xingdi Yuan Tong Wang Yen-Hsiang Wang Emery Fine Rania Abdelghani Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 99 30 0 22 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 424 341 0 21 Sep 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion Jianhao Shen Chenguang Wang Linyuan Gong Dawn Song 119 32 0 19 Sep 2022
Autoregressive Entity Generation for End-to-End Task-Oriented Dialog Guanhuan Huang Xiaojun Quan Qifan Wang RALM 60 18 0 19 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 72 1 0 17 Sep 2022
Negation, Coordination, and Quantifiers in Contextualized Language Models A. Kalouli Rita Sevastjanova C. Beck Maribel Romero 96 12 0 16 Sep 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 70 32 0 15 Sep 2022
CommunityLM: Probing Partisan Worldviews from Language Models Hang Jiang Doug Beeferman Brandon Roy Dwaipayan Roy 173 32 0 15 Sep 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 97 7 0 15 Sep 2022
DECK: Behavioral Tests to Improve Interpretability and Generalizability of BERT Models Detecting Depression from Text Jekaterina Novikova Ksenia Shkaruta AI4MH 85 4 0 12 Sep 2022
Reconstructing Action-Conditioned Human-Object Interactions Using Commonsense Knowledge Priors Xi Wang Gengyan Li Yen-Ling Kuo Muhammed Kocabas Emre Aksan Otmar Hilliges 130 30 0 06 Sep 2022
Elaboration-Generating Commonsense Question Answering at Scale Wenya Wang Vivek Srikumar Hannaneh Hajishirzi Noah A. Smith ELM LRM 76 15 0 02 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 64 0 0 01 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 171 114 0 31 Aug 2022
LANIT: Language-Driven Image-to-Image Translation for Unlabeled Data Jihye Park Sunwoo Kim Soohyun Kim Seokju Cho Jaejun Yoo Youngjung Uh Seung Wook Kim VLM 101 9 0 31 Aug 2022
Extracting Biomedical Factual Knowledge Using Pretrained Language Model and Electronic Health Record Context Zonghai Yao Yi Cao Zhichao Yang Vijeta Deshpande Hong-ye Yu 199 20 0 26 Aug 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 70 64 0 24 Aug 2022
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 98 48 0 23 Aug 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng Z. Li Hai Zhao ReLM LRM 57 1 0 23 Aug 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 76 6 0 22 Aug 2022
I Know What You Do Not Know: Knowledge Graph Embedding via Co-distillation Learning Yang Liu Zequn Sun Guang-pu Li Wei Hu 82 21 0 21 Aug 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings Yile Wang Yue Zhang 64 5 0 20 Aug 2022
UnCommonSense: Informative Negative Knowledge about Everyday Concepts Hiba Arnaout Simon Razniewski Gerhard Weikum Jeff Z. Pan 67 12 0 19 Aug 2022
Ered: Enhanced Text Representations with Entities and Descriptions Qinghua Zhao Shuai Ma Yu Lei 67 1 0 18 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
What Artificial Neural Networks Can Tell Us About Human Language Acquisition Alex Warstadt Samuel R. Bowman 94 120 0 17 Aug 2022
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
Domain-Specific Text Generation for Machine Translation Yasmin Moslem Rejwanul Haque John D. Kelleher Andy Way 70 18 0 11 Aug 2022
P2P: Tuning Pre-trained Image Models for Point Cloud Analysis with Point-to-Pixel Prompting Ziyi Wang Xumin Yu Yongming Rao Jie Zhou Jiwen Lu VPVLM VLM 107 78 0 04 Aug 2022
Integrating Knowledge Graph embedding and pretrained Language Models in Hypercomplex Spaces M. Nayyeri Zihao Wang Mst. Mahfuja Akter Mirza Mohtashim Alam Md. Rony Jens Lehmann Steffen Staab 58 7 0 04 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 102 5 0 01 Aug 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen Feng-Lin Li Guohai Xu Ming Yan Ji Zhang Yin Zhang 79 23 0 01 Aug 2022