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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
Large Language Models, scientific knowledge and factuality: A systematic analysis in antibiotic discovery Magdalena Wysocka Oskar Wysocki Maxime Delmas V. Mutel André Freitas LM&MA 74 6 0 28 May 2023
Understanding Breast Cancer Survival: Using Causality and Language Models on Multi-omics Data Mugariya Farooq Shahad Hardan Aigerim Zhumbhayeva Yu Zheng Preslav Nakov Kun Zhang CML 53 1 0 28 May 2023
Emergent Modularity in Pre-trained Transformers Zhengyan Zhang Zhiyuan Zeng Yankai Lin Chaojun Xiao Xiaozhi Wang Xu Han Zhiyuan Liu Ruobing Xie Maosong Sun Jie Zhou MoE 122 25 0 28 May 2023
Evaluating GPT-3 Generated Explanations for Hateful Content Moderation H. Wang Ming Shan Hee Rabiul Awal K. T. W. Choo Roy Ka-wei Lee 106 45 0 28 May 2023
Plug-and-Play Document Modules for Pre-trained Models Chaojun Xiao Zhengyan Zhang Xu Han Chi-Min Chan Yankai Lin Zhiyuan Liu Xiangyang Li Zhonghua Li Bo Zhao Maosong Sun KELM 107 6 0 28 May 2023
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark J. Hoelscher-Obermaier Julia Persson Esben Kran Ioannis Konstas Fazl Barez KELM 98 62 0 27 May 2023
Exploring the Practicality of Generative Retrieval on Dynamic Corpora Soyoung Yoon Chaeeun Kim Hyunji Lee Joel Jang Sohee Yang Minjoon Seo 102 5 0 27 May 2023
Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning Ruixiang Tang Dehan Kong Lo-li Huang Hui Xue 82 60 0 26 May 2023
A Knowledge Engineering Primer Agnieszka Lawrynowicz 97 0 0 26 May 2023
NormBank: A Knowledge Bank of Situational Social Norms Caleb Ziems Jane Dwivedi-Yu Yi-Chia Wang A. Halevy Diyi Yang 113 45 0 26 May 2023
Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification Kexi Ji Yixin Lian Jingsheng Gao Baoyuan Wang VLM 89 22 0 26 May 2023
Can large language models generate salient negative statements? Hiba Arnaout Simon Razniewski 49 3 0 26 May 2023
Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models Isabelle Lorge J. Pierrehumbert 81 0 0 25 May 2023
Language Models Implement Simple Word2Vec-style Vector Arithmetic Jack Merullo Carsten Eickhoff Ellie Pavlick KELM 95 66 0 25 May 2023
Self-contradictory Hallucinations of Large Language Models: Evaluation, Detection and Mitigation Niels Mündler Jingxuan He Slobodan Jenko Martin Vechev HILM 85 119 0 25 May 2023
Text-Augmented Open Knowledge Graph Completion via Pre-Trained Language Models Pengcheng Jiang Shivam Agarwal Bowen Jin Xuan Wang Jimeng Sun Jiawei Han VLM RALM 52 21 0 24 May 2023
Flocks of Stochastic Parrots: Differentially Private Prompt Learning for Large Language Models Haonan Duan Adam Dziedzic Nicolas Papernot Franziska Boenisch AAML 87 67 0 24 May 2023
Self-Evolution Learning for Discriminative Language Model Pretraining Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 108 12 0 24 May 2023
A Mechanistic Interpretation of Arithmetic Reasoning in Language Models using Causal Mediation Analysis Alessandro Stolfo Yonatan Belinkov Mrinmaya Sachan MILM KELM LRM 113 54 0 24 May 2023
Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution Hongbo Zhang Xiang Wan Benyou Wang KELM 61 1 0 24 May 2023
A RelEntLess Benchmark for Modelling Graded Relations between Named Entities Asahi Ushio Jose Camacho-Collados Steven Schockaert 70 1 0 24 May 2023
MQuAKE: Assessing Knowledge Editing in Language Models via Multi-Hop Questions Zexuan Zhong Zhengxuan Wu Christopher D. Manning Christopher Potts Danqi Chen KELM 117 217 0 24 May 2023
Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models Amirhossein Kazemnejad Mehdi Rezagholizadeh Prasanna Parthasarathi Sarath Chandar ELM 65 2 0 24 May 2023
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 84 15 0 24 May 2023
Have Large Language Models Developed a Personality?: Applicability of Self-Assessment Tests in Measuring Personality in LLMs Xiaoyang Song Akshat Gupta Kiyan Mohebbizadeh Shujie Hu Anant Singh 76 28 0 24 May 2023
Testing Causal Models of Word Meaning in GPT-3 and -4 Sam Musker Ellie Pavlick 60 1 0 24 May 2023
COMET-M: Reasoning about Multiple Events in Complex Sentences Sahithya Ravi R. Ng Vered Shwartz LRM ReLM 74 3 0 24 May 2023
This Land is {Your, My} Land: Evaluating Geopolitical Biases in Language Models Bryan Li Samar Haider Chris Callison-Burch 98 19 0 24 May 2023
Dancing Between Success and Failure: Edit-level Simplification Evaluation using SALSA David Heineman Yao Dou Mounica Maddela Wei Xu 107 17 0 23 May 2023
Evaluating and Modeling Attribution for Cross-Lingual Question Answering Benjamin Muller John Wieting J. Clark Tom Kwiatkowski Sebastian Ruder Livio Baldini Soares Roee Aharoni Jonathan Herzig Xinyi Wang HILM 87 17 0 23 May 2023
What Else Do I Need to Know? The Effect of Background Information on Users' Reliance on QA Systems Navita Goyal Eleftheria Briakou Amanda Liu Connor Baumler C. Bonial J. Micher Clare R. Voss Marine Carpuat Hal Daumé 91 9 0 23 May 2023
Language Models with Rationality Nora Kassner Oyvind Tafjord Ashish Sabharwal Kyle Richardson Hinrich Schütze Peter Clark ReLM KELM LRM 121 17 0 23 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Yangqiu Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 139 3 0 23 May 2023
Can Language Models Understand Physical Concepts? Lei Li Jingjing Xu Qingxiu Dong Ce Zheng Qi Liu Lingpeng Kong Xu Sun ALM 61 22 0 23 May 2023
PaD: Program-aided Distillation Can Teach Small Models Reasoning Better than Chain-of-thought Fine-tuning Xuekai Zhu Biqing Qi Kaiyan Zhang Xingwei Long Zhouhan Lin Bowen Zhou ALM LRM 67 21 0 23 May 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training Yunyi Zhang Minhao Jiang Yu Meng Yu Zhang Jiawei Han NoLa 100 14 0 23 May 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models Tim Schott Daniel Furman Shreshta Bhat ELM 76 4 0 23 May 2023
Understanding Programs by Exploiting (Fuzzing) Test Cases Jianyu Zhao Yuyang Rong Yiwen Guo Yifeng He Hao Chen 114 17 0 23 May 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations Alexander Miserlis Hoyle Rupak Sarkar Pranav Goel Philip Resnik AI4CE 218 15 0 23 May 2023
Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts Jian Xie Kai Zhang Jiangjie Chen Renze Lou Yu-Chuan Su RALM 326 181 0 22 May 2023
LM vs LM: Detecting Factual Errors via Cross Examination Roi Cohen May Hamri Mor Geva Amir Globerson HILM 126 144 0 22 May 2023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities Yuqi Zhu Xiaohan Wang Jing Chen Shuofei Qiao Yixin Ou Yunzhi Yao Shumin Deng Huajun Chen Ningyu Zhang LLMAG 103 136 0 22 May 2023
Making Language Models Better Tool Learners with Execution Feedback Shuofei Qiao Honghao Gui Chengfei Lv Qianghuai Jia Huajun Chen Ningyu Zhang LLMAG 155 53 0 22 May 2023
Evaluating Prompt-based Question Answering for Object Prediction in the Open Research Knowledge Graph Jennifer D'Souza Moussab Hrou Sören Auer 79 2 0 22 May 2023
GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs Pengcheng Jiang Cao Xiao Adam Cross Jimeng Sun AI4MH 97 24 0 22 May 2023
Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting Xinlu Zhang Shiyang Li Xianjun Yang Chenxin Tian Yao Qin Linda R. Petzold 133 9 0 22 May 2023
Quantifying Association Capabilities of Large Language Models and Its Implications on Privacy Leakage Hanyin Shao Jie Huang Shen Zheng Kevin Chen-Chuan Chang PILM 58 30 0 22 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 143 6 0 21 May 2023
Can NLP Models Correctly Reason Over Contexts that Break the Common Assumptions? Neeraj Varshney Mihir Parmar Nisarg Patel Divij Handa Sayantan Sarkar Man Luo Chitta Baral LRM 62 4 0 20 May 2023
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning Kaige Xie Tong Yu Haoliang Wang Junda Wu Handong Zhao Ruiyi Zhang K. Mahadik A. Nenkova Mark O. Riedl 91 2 0 20 May 2023