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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?"

22 / 1,722 papers shown

Title
What Does My QA Model Know? Devising Controlled Probes using Expert Knowledge Kyle Richardson Ashish Sabharwal 81 46 0 31 Dec 2019
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 109 304 0 31 Dec 2019
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model Wenhan Xiong Jingfei Du William Yang Wang Veselin Stoyanov SSL KELM 105 201 0 20 Dec 2019
AMUSED: A Multi-Stream Vector Representation Method for Use in Natural Dialogue Gaurav Kumar Rishabh Joshi Jaspreet Singh Promod Yenigalla 68 7 0 04 Dec 2019
Inducing Relational Knowledge from BERT Zied Bouraoui Jose Camacho-Collados Steven Schockaert 102 167 0 28 Nov 2019
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 231 1,416 0 28 Nov 2019
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 388 1,854 0 26 Nov 2019
Classification as Decoder: Trading Flexibility for Control in Medical Dialogue Sam Shleifer Manish Chablani A. Kannan Namit Katariya X. Amatriain BDL MedIm 40 0 0 16 Nov 2019
Unsupervised Pre-training for Natural Language Generation: A Literature Review Yuanxin Liu Zheng Lin SSL AI4CE 45 3 0 13 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 199 675 0 13 Nov 2019
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 85 41 0 10 Nov 2019
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training Margaret Li Stephen Roller Ilia Kulikov Sean Welleck Y-Lan Boureau Kyunghyun Cho Jason Weston 97 184 0 10 Nov 2019
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT Nina Poerner Ulli Waltinger Hinrich Schütze 155 161 0 09 Nov 2019
How Decoding Strategies Affect the Verifiability of Generated Text Luca Massarelli Fabio Petroni Aleksandra Piktus Myle Ott Tim Rocktaschel Vassilis Plachouras Fabrizio Silvestri Sebastian Riedel 140 50 0 09 Nov 2019
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 84 325 0 08 Nov 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 322 6,391 0 22 Oct 2019
Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Jiaying Lu Xin Ye Yi Ren Yezhou Yang 78 10 0 21 Oct 2019
Analyzing the Forgetting Problem in the Pretrain-Finetuning of Dialogue Response Models Tianxing He Jun Liu Kyunghyun Cho Myle Ott Bing-Quan Liu James R. Glass Fuchun Peng CLL 120 9 0 16 Oct 2019
Commonsense Knowledge Base Completion with Structural and Semantic Context Chaitanya Malaviya Chandra Bhagavatula Antoine Bosselut Yejin Choi 121 140 0 07 Oct 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavaš SSL 85 58 0 05 Sep 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 96 68 0 19 Aug 2019
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Difei Gao Ruiping Wang Shiguang Shan Xilin Chen CoGe LRM 129 28 0 08 Aug 2019