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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
COPEN: Probing Conceptual Knowledge in Pre-trained Language Models Hao Peng Xiaozhi Wang Shengding Hu Hailong Jin Lei Hou Juanzi Li Zhiyuan Liu Qun Liu 96 25 0 08 Nov 2022
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces Jiahang Cao Jinyuan Fang Zaiqiao Meng Shangsong Liang 108 76 0 07 Nov 2022
Prompter: Utilizing Large Language Model Prompting for a Data Efficient Embodied Instruction Following Y. Inoue Hiroki Ohashi LM&Ro 71 45 0 07 Nov 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition Dongfang Li Baotian Hu Qingcai Chen 75 6 0 06 Nov 2022
Contextual information integration for stance detection via cross-attention Tilman Beck Andreas Waldis Iryna Gurevych 55 12 0 03 Nov 2022
Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation Yanyang Li Jianqiao Zhao Michael R. Lyu Liwei Wang 83 16 0 03 Nov 2022
Fine-grained Visual-Text Prompt-Driven Self-Training for Open-Vocabulary Object Detection Yanxin Long Jianhua Han Runhu Huang Xu Hang Yi Zhu Chunjing Xu Xiaodan Liang VLM ObjD 115 20 0 02 Nov 2022
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks Yuxiang Wu Yu Zhao Baotian Hu Pasquale Minervini Pontus Stenetorp Sebastian Riedel RALM KELM 106 45 0 30 Oct 2022
Contrastive Search Is What You Need For Neural Text Generation Yixuan Su Nigel Collier 91 53 0 25 Oct 2022
IELM: An Open Information Extraction Benchmark for Pre-Trained Language Models Chenguang Wang Xiao Liu Dawn Song VLM 43 2 0 25 Oct 2022
Exploring Mode Connectivity for Pre-trained Language Models Yujia Qin Cheng Qian Jing Yi Weize Chen Yankai Lin Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 99 21 0 25 Oct 2022
Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen David Harbecke Leonhard Hennig LRM 87 12 0 25 Oct 2022
PALT: Parameter-Lite Transfer of Language Models for Knowledge Graph Completion Jianhao Shen Chenguang Wang Ye Yuan Jiawei Han Heng Ji Koushik Sen Ming Zhang Dawn Song KELM ALM VPVLM 95 8 0 25 Oct 2022
Rich Knowledge Sources Bring Complex Knowledge Conflicts: Recalibrating Models to Reflect Conflicting Evidence Hung-Ting Chen Michael J.Q. Zhang Eunsol Choi RALM HILM 141 100 0 25 Oct 2022
Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning Jing Yi Weize Chen Yujia Qin Yankai Lin Ning Ding Xu Han Zhiyuan Liu Maosong Sun Jie Zhou 118 2 0 24 Oct 2022
Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction Yue Yang Artemis Panagopoulou Marianna Apidianaki Mark Yatskar Chris Callison-Burch 113 2 0 24 Oct 2022
Do Language Models Understand Measurements? Sungjin Park Seung-kook Ryu Edward Choi ReLM LRM 94 4 0 23 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse Fenia Christopoulou Ignacio Iacobacci 114 9 0 22 Oct 2022
LMPriors: Pre-Trained Language Models as Task-Specific Priors Kristy Choi Chris Cundy Sanjari Srivastava Stefano Ermon BDL 120 43 0 22 Oct 2022
Leveraging Large Language Models for Multiple Choice Question Answering Joshua Robinson Christopher Rytting David Wingate ELM 262 200 0 22 Oct 2022
ProGen: Progressive Zero-shot Dataset Generation via In-context Feedback Jiacheng Ye Jiahui Gao Jiangtao Feng Zhiyong Wu Tao Yu Lingpeng Kong SyDa VLM 166 78 0 22 Oct 2022
Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination Yue Yang Wenlin Yao Hongming Zhang Xiaoyang Wang Dong Yu Jianshu Chen VLM 99 22 0 21 Oct 2022
Enhancing Tabular Reasoning with Pattern Exploiting Training Abhilash Shankarampeta Vivek Gupta Shuo Zhang LMTD RALM ReLM 141 6 0 21 Oct 2022
Entailer: Answering Questions with Faithful and Truthful Chains of Reasoning Oyvind Tafjord Bhavana Dalvi Peter Clark ReLM KELM LRM 160 54 0 21 Oct 2022
InforMask: Unsupervised Informative Masking for Language Model Pretraining Nafis Sadeq Canwen Xu Julian McAuley 108 13 0 21 Oct 2022
Pre-training Language Models with Deterministic Factual Knowledge Shaobo Li Xiaoguang Li Lifeng Shang Chengjie Sun Bingquan Liu Zhenzhou Ji Xin Jiang Qun Liu KELM 101 11 0 20 Oct 2022
Prompting through Prototype: A Prototype-based Prompt Learning on Pretrained Vision-Language Models Yue Zhang Hongliang Fei Dingcheng Li Tan Yu Ping Li VPVLM VLM 71 9 0 19 Oct 2022
Revision Transformers: Instructing Language Models to Change their Values Felix Friedrich Wolfgang Stammer P. Schramowski Kristian Kersting KELM 77 8 0 19 Oct 2022
Prompting GPT-3 To Be Reliable Chenglei Si Zhe Gan Zhengyuan Yang Shuohang Wang Jianfeng Wang Jordan L. Boyd-Graber Lijuan Wang KELM LRM 122 303 0 17 Oct 2022
RARR: Researching and Revising What Language Models Say, Using Language Models Luyu Gao Zhuyun Dai Panupong Pasupat Anthony Chen Arun Tejasvi Chaganty ... Vincent Zhao Ni Lao Hongrae Lee Da-Cheng Juan Kelvin Guu HILM KELM 162 260 0 17 Oct 2022
NormSAGE: Multi-Lingual Multi-Cultural Norm Discovery from Conversations On-the-Fly Yi R. Fung Tuhin Chakraborty Hao Guo Owen Rambow Smaranda Muresan Heng Ji 90 43 0 16 Oct 2022
Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding Jiadong Wang Wenkang Huang Qiuhui Shi Hongbin Wang Minghui Qiu Xiang Li Ming Gao KELM VLM 90 19 0 16 Oct 2022
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue Ying Zhao Yinhe Zheng Zhiliang Tian Chang Gao Yu Bowen Haiyang Yu Yongbin Li Jianguo Sun N. Zhang CLL OffRL 72 13 0 14 Oct 2022
Extracting Cultural Commonsense Knowledge at Scale Shrestha Ghosh Simon Razniewski A. Varde Gerhard Weikum 115 66 0 14 Oct 2022
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values Yejin Bang Tiezheng Yu Andrea Madotto Zhaojiang Lin Mona T. Diab Pascale Fung 82 13 0 14 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 103 2 0 14 Oct 2022
MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks Zequn Liu Kefei Duan Junwei Yang Hanwen Xu Ming Zhang Sheng Wang MoE 78 0 0 14 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 61 10 0 14 Oct 2022
Predicting Fine-Tuning Performance with Probing Zining Zhu Soroosh Shahtalebi Frank Rudzicz 72 10 0 13 Oct 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 163 601 0 13 Oct 2022
Visual Classification via Description from Large Language Models Sachit Menon Carl Vondrick VLM 122 303 0 13 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 67 88 0 13 Oct 2022
Can Pretrained Language Models (Yet) Reason Deductively? Moy Yuan Songbo Hu Ivan Vulić Anna Korhonen Zaiqiao Meng ReLM ELM LRM 83 8 0 12 Oct 2022
Probing Commonsense Knowledge in Pre-trained Language Models with Sense-level Precision and Expanded Vocabulary Daniel Loureiro A. Jorge ReLM KELM AI4MH LRM 65 1 0 12 Oct 2022
Context Generation Improves Open Domain Question Answering Jane Polak Scowcroft M. Patwary Shrimai Prabhumoye Peng Xu R. Prenger Mohammad Shoeybi Pascale Fung Anima Anandkumar Bryan Catanzaro LLMAG LRM 66 9 0 12 Oct 2022
MedJEx: A Medical Jargon Extraction Model with Wiki's Hyperlink Span and Contextualized Masked Language Model Score Sunjae Kwon Zonghai Yao H. Jordan David Levy Brian Corner Hong-ye Yu 85 20 0 12 Oct 2022
Mind's Eye: Grounded Language Model Reasoning through Simulation Ruibo Liu Jason W. Wei S. Gu Te-Yen Wu Soroush Vosoughi Claire Cui Denny Zhou Andrew M. Dai ReLM LRM 219 83 0 11 Oct 2022
Can Language Models Be Specific? How? Jie Huang Kevin Chen-Chuan Chang Jinjun Xiong Wen-mei W. Hwu 111 9 0 11 Oct 2022
Generating Executable Action Plans with Environmentally-Aware Language Models Maitrey Gramopadhye D. Szafir LM&Ro LLMAG 104 24 0 10 Oct 2022
Language Models Are Poor Learners of Directional Inference Tianyi Li Mohammad Javad Hosseini Sabine Weber Mark Steedman 71 11 0 10 Oct 2022