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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
OKGIT: Open Knowledge Graph Link Prediction with Implicit Types Chandrahas Partha P. Talukdar 69 15 0 24 Jun 2021
Towards Knowledge-Grounded Counter Narrative Generation for Hate Speech Yi-Ling Chung Serra Sinem Tekiroğlu Marco Guerini 72 67 0 22 Jun 2021
Do Language Models Perform Generalizable Commonsense Inference? Peifeng Wang Filip Ilievski Muhao Chen Xiang Ren ReLM LRM 53 19 0 22 Jun 2021
Scientific Language Models for Biomedical Knowledge Base Completion: An Empirical Study Rahul Nadkarni David Wadden Iz Beltagy Noah A. Smith Hannaneh Hajishirzi Tom Hope 88 28 0 17 Jun 2021
Biomedical Interpretable Entity Representations Diego Garcia-Olano Yasumasa Onoe Ioana Baldini Joydeep Ghosh Byron C. Wallace Kush R. Varshney AI4CE 45 3 0 17 Jun 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases Boxi Cao Hongyu Lin Xianpei Han Le Sun Lingyong Yan M. Liao Tong Xue Jin Xu 87 136 0 17 Jun 2021
Probing Pre-Trained Language Models for Disease Knowledge Israa Alghanmi Luis Espinosa-Anke Steven Schockaert LM&MA ELM 84 13 0 14 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 179 865 0 14 Jun 2021
Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Bill Yuchen Lin Seyeon Lee Xiaoyang Qiao Xiang Ren ReLM LRM 85 63 0 13 Jun 2021
Memory-efficient Transformers via Top- $k$ Attention Ankit Gupta Guy Dar Shaya Goodman David Ciprut Jonathan Berant MQ 98 60 0 13 Jun 2021
Can Transformer Language Models Predict Psychometric Properties? Antonio Laverghetta Animesh Nighojkar Jamshidbek Mirzakhalov John Licato LM&MA 71 14 0 12 Jun 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks Bhargavi Paranjape Julian Michael Marjan Ghazvininejad Luke Zettlemoyer Hannaneh Hajishirzi ReLM LRM 76 68 0 12 Jun 2021
Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network Justin Lovelace Denis R. Newman-Griffis Shikhar Vashishth J. Lehman Carolyn Rose OffRL 73 35 0 11 Jun 2021
Programming Puzzles Tal Schuster Ashwin Kalyan Oleksandr Polozov Adam Tauman Kalai ELM 110 34 0 10 Jun 2021
DESCGEN: A Distantly Supervised Dataset for Generating Abstractive Entity Descriptions Weijia Shi Mandar Joshi Luke Zettlemoyer 3DV 62 3 0 09 Jun 2021
End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering Devendra Singh Sachan Siva Reddy William L. Hamilton Chris Dyer Dani Yogatama OOD RALM 101 170 0 09 Jun 2021
Comprehension Based Question Answering using Bloom's Taxonomy Pritish Sahu Michael Cogswell Sara Rutherford-Quach Ajay Divakaran AI4MH 69 8 0 08 Jun 2021
Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model Hongliang Dai Yangqiu Song Haixun Wang 80 55 0 08 Jun 2021
PROST: Physical Reasoning of Objects through Space and Time Stéphane Aroca-Ouellette Cory Paik Alessandro Roncone Katharina Kann LRM 80 49 0 07 Jun 2021
BERTnesia: Investigating the capture and forgetting of knowledge in BERT Jonas Wallat Jaspreet Singh Avishek Anand CLL KELM 151 60 0 05 Jun 2021
Template-Based Named Entity Recognition Using BART Leyang Cui Yu Wu Jian Liu Sen Yang Yue Zhang 99 356 0 03 Jun 2021
Reordering Examples Helps during Priming-based Few-Shot Learning Sawan Kumar Partha P. Talukdar 85 58 0 03 Jun 2021
Can Generative Pre-trained Language Models Serve as Knowledge Bases for Closed-book QA? Cunxiang Wang Pai Liu Yue Zhang RALM 106 84 0 03 Jun 2021
Dissecting Generation Modes for Abstractive Summarization Models via Ablation and Attribution Jiacheng Xu Greg Durrett 99 16 0 03 Jun 2021
Question Answering Over Temporal Knowledge Graphs Apoorv Saxena Soumen Chakrabarti Partha P. Talukdar AI4MH 120 139 0 03 Jun 2021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection Lixing Zhu Gabriele Pergola Lin Gui Deyu Zhou Yulan He 108 147 0 02 Jun 2021
Implicit Representations of Meaning in Neural Language Models Belinda Z. Li Maxwell Nye Jacob Andreas NAI MILM 88 177 0 01 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering Yilin Niu Fei Huang Jiaming Liang Wenkai Chen Xiaoyan Zhu Minlie Huang LRM 84 13 0 31 May 2021
Alleviating the Knowledge-Language Inconsistency: A Study for Deep Commonsense Knowledge Yi Zhang Lei Li Yunfang Wu Qi Su Xu Sun 54 4 0 28 May 2021
Inspecting the concept knowledge graph encoded by modern language models Carlos Aspillaga Marcelo Mendoza Alvaro Soto 77 13 0 27 May 2021
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 88 165 0 25 May 2021
True Few-Shot Learning with Language Models Ethan Perez Douwe Kiela Kyunghyun Cho 182 440 0 24 May 2021
PTR: Prompt Tuning with Rules for Text Classification Xu Han Weilin Zhao Ning Ding Zhiyuan Liu Maosong Sun VLM 110 533 0 24 May 2021
Retrieval Enhanced Model for Commonsense Generation Han Wang Yang Liu Chenguang Zhu Linjun Shou Ming Gong Yichong Xu Michael Zeng RALM LRM 71 32 0 24 May 2021
Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction Tianyu Gao Xu Han Keyue Qiu Yuzhuo Bai Zhiyu Xie Yankai Lin Zhiyuan Liu Peng Li Maosong Sun Jie Zhou ELM 87 31 0 20 May 2021
SHARE: a System for Hierarchical Assistive Recipe Editing Shuyang Li Yufei Li Jianmo Ni Julian McAuley 52 20 0 17 May 2021
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters Yan Xu Etsuko Ishii Samuel Cahyawijaya Zihan Liu Genta Indra Winata Andrea Madotto Jane Polak Scowcroft Pascale Fung RALM 55 45 0 13 May 2021
How Reliable are Model Diagnostics? V. Aribandi Yi Tay Donald Metzler 103 19 0 12 May 2021
Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini Siva Reddy Dzmitry Bahdanau R. Devon Hjelm Alessandro Sordoni Rameswar Panda 98 90 0 07 May 2021
Do language models learn typicality judgments from text? Kanishka Misra Allyson Ettinger Julia Taylor Rayz 56 34 0 06 May 2021
Morph Call: Probing Morphosyntactic Content of Multilingual Transformers Vladislav Mikhailov O. Serikov Ekaterina Artemova 86 9 0 26 Apr 2021
Finding Fuzziness in Neural Network Models of Language Processing Kanishka Misra Julia Taylor Rayz 25 0 0 22 Apr 2021
Improving Biomedical Pretrained Language Models with Knowledge Zheng Yuan Yijia Liu Chuanqi Tan Songfang Huang Fei Huang 70 92 0 21 Apr 2021
Novel Aficionados and Doppelgängers: a referential task for semantic representations of individual entities Andrea Bruera Aurélie Herbelot 34 1 0 20 Apr 2021
Analyzing COVID-19 Tweets with Transformer-based Language Models Philip G. Feldman Sim Tiwari Charissa S. L. Cheah James R. Foulds Shimei Pan LM&MA 166 9 0 20 Apr 2021
Probing for Bridging Inference in Transformer Language Models Onkar Pandit Yufang Hou 94 15 0 19 Apr 2021
On the Influence of Masking Policies in Intermediate Pre-training Qinyuan Ye Belinda Z. Li Sinong Wang Benjamin Bolte Hao Ma Wen-tau Yih Xiang Ren Madian Khabsa 91 12 0 18 Apr 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 322 185 0 18 Apr 2021
Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity Yao Lu Max Bartolo Alastair Moore Sebastian Riedel Pontus Stenetorp AILaw LRM 469 1,200 0 18 Apr 2021
Dynamically Addressing Unseen Rumor via Continual Learning Nayeon Lee Andrea Madotto Yejin Bang Pascale Fung 64 2 0 18 Apr 2021