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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
CEAR: Cross-Entity Aware Reranker for Knowledge Base Completion Keshav Kolluru M. Chauhan Yatin Nandwani Parag Singla Mausam 81 2 0 18 Apr 2021
Knowledge Neurons in Pretrained Transformers Damai Dai Li Dong Y. Hao Zhifang Sui Baobao Chang Furu Wei KELM MU 203 466 0 18 Apr 2021
Zero-shot Slot Filling with DPR and RAG Michael R. Glass Gaetano Rossiello A. Gliozzo 43 1 0 17 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 94 137 0 17 Apr 2021
Identifying the Limits of Cross-Domain Knowledge Transfer for Pretrained Models Zhengxuan Wu Nelson F. Liu Christopher Potts 51 3 0 17 Apr 2021
Enriching a Model's Notion of Belief using a Persistent Memory Nora Kassner Oyvind Tafjord Hinrich Schütze Peter Clark CLL RALM KELM 82 6 0 16 Apr 2021
Memorisation versus Generalisation in Pre-trained Language Models Michael Tänzer Sebastian Ruder Marek Rei 126 51 0 16 Apr 2021
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha LM&MA MedIm 120 170 0 16 Apr 2021
Editing Factual Knowledge in Language Models Nicola De Cao Wilker Aziz Ivan Titov KELM 155 513 0 16 Apr 2021
Probing Across Time: What Does RoBERTa Know and When? Leo Z. Liu Yizhong Wang Jungo Kasai Hannaneh Hajishirzi Noah A. Smith KELM 117 88 0 16 Apr 2021
Multivalent Entailment Graphs for Question Answering Nick McKenna Liane Guillou Mohammad Javad Hosseini Sander Bijl de Vroe Mark Johnson Mark Steedman NAI 89 14 0 16 Apr 2021
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? Eric P. Lehman Sarthak Jain Karl Pichotta Yoav Goldberg Byron C. Wallace OOD MIACV 92 121 0 15 Apr 2021
KnowPrompt: Knowledge-aware Prompt-tuning with Synergistic Optimization for Relation Extraction Xiang Chen Ningyu Zhang Xin Xie Shumin Deng Yunzhi Yao Chuanqi Tan Fei Huang Luo Si Huajun Chen 193 420 0 15 Apr 2021
Retrieval Augmentation Reduces Hallucination in Conversation Kurt Shuster Spencer Poff Moya Chen Douwe Kiela Jason Weston HILM 129 753 0 15 Apr 2021
Static Embeddings as Efficient Knowledge Bases? Philipp Dufter Nora Kassner Hinrich Schütze 65 19 0 14 Apr 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 79 551 0 14 Apr 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 96 600 0 13 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 100 51 0 12 Apr 2021
Fighting the COVID-19 Infodemic with a Holistic BERT Ensemble Georgios Tziafas Konstantinos Kogkalidis Tommaso Caselli 53 9 0 12 Apr 2021
On the Inductive Bias of Masked Language Modeling: From Statistical to Syntactic Dependencies Tianyi Zhang Tatsunori Hashimoto AI4CE 82 30 0 12 Apr 2021
Factual Probing Is [MASK]: Learning vs. Learning to Recall Zexuan Zhong Dan Friedman Danqi Chen 121 413 0 12 Apr 2021
ASER: Towards Large-scale Commonsense Knowledge Acquisition via Higher-order Selectional Preference over Eventualities Hongming Zhang Xin Liu Haojie Pan Hao Ke Jiefu Ou Tianqing Fang Yangqiu Song 81 48 0 05 Apr 2021
What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult Avishai Zagoury Einat Minkov Idan Szpektor William W. Cohen ELM 54 6 0 05 Apr 2021
Annotating Columns with Pre-trained Language Models Yoshihiko Suhara Jinfeng Li Yuliang Li Dan Zhang cCaugatay Demiralp Chen Chen W. Tan LMTD 60 90 0 05 Apr 2021
CURIE: An Iterative Querying Approach for Reasoning About Situations Dheeraj Rajagopal Aman Madaan Niket Tandon Yiming Yang Shrimai Prabhumoye Abhilasha Ravichander Peter Clark Eduard H. Hovy ReLM LRM 68 6 0 01 Apr 2021
K-XLNet: A General Method for Combining Explicit Knowledge with Language Model Pretraining Rui Yan Lanchang Sun Fang Wang Xiaoming Zhang KELM AI4CE 43 1 0 25 Mar 2021
Thinking Aloud: Dynamic Context Generation Improves Zero-Shot Reasoning Performance of GPT-2 Gregor Betz Kyle Richardson Christian Voigt ReLM LRM 101 31 0 24 Mar 2021
NaturalProofs: Mathematical Theorem Proving in Natural Language Sean Welleck Jiacheng Liu Ronan Le Bras Hannaneh Hajishirzi Yejin Choi Kyunghyun Cho AIMat 98 69 0 24 Mar 2021
Lawyers are Dishonest? Quantifying Representational Harms in Commonsense Knowledge Resources Ninareh Mehrabi Pei Zhou Fred Morstatter Jay Pujara Xiang Ren Aram Galstyan AILaw 145 45 0 21 Mar 2021
GPT Understands, Too Xiao Liu Yanan Zheng Zhengxiao Du Ming Ding Yujie Qian Zhilin Yang Jie Tang VLM 210 1,188 0 18 Mar 2021
Value-aware Approximate Attention Ankit Gupta Jonathan Berant 75 6 0 17 Mar 2021
Towards Few-Shot Fact-Checking via Perplexity Nayeon Lee Yejin Bang Andrea Madotto Madian Khabsa Pascale Fung AAML 54 93 0 17 Mar 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence Tal Schuster Adam Fisch Regina Barzilay 116 239 0 15 Mar 2021
Inductive Relation Prediction by BERT H. Zha Zhiyu Zoey Chen Xifeng Yan 146 58 0 12 Mar 2021
Topical Language Generation using Transformers Rohola Zandie Mohammad H. Mahoor BDL 48 5 0 11 Mar 2021
Self-supervised Text-to-SQL Learning with Header Alignment Training Donggyu Kim Seanie Lee SSL LMTD 42 1 0 11 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 90 200 0 10 Mar 2021
BERTese: Learning to Speak to BERT Adi Haviv Jonathan Berant Amir Globerson 132 124 0 09 Mar 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 120 298 0 08 Mar 2021
The Rediscovery Hypothesis: Language Models Need to Meet Linguistics Vassilina Nikoulina Maxat Tezekbayev Nuradil Kozhakhmet Madina Babazhanova Matthias Gallé Z. Assylbekov 69 8 0 02 Mar 2021
Chess as a Testbed for Language Model State Tracking Shubham Toshniwal Sam Wiseman Karen Livescu Kevin Gimpel 74 54 0 26 Feb 2021
ZJUKLAB at SemEval-2021 Task 4: Negative Augmentation with Language Model for Reading Comprehension of Abstract Meaning Xin Xie Xiangnan Chen Xiang Chen Yong Wang Ningyu Zhang Shumin Deng Huajun Chen 68 2 0 25 Feb 2021
Language Models for Lexical Inference in Context Martin Schmitt Hinrich Schütze 81 14 0 10 Feb 2021
Does He Wink or Does He Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models Lutfi Kerem Senel Hinrich Schütze 45 5 0 06 Feb 2021
Adaptive Semiparametric Language Models Dani Yogatama Cyprien de Masson dÁutume Lingpeng Kong KELM RALM 111 100 0 04 Feb 2021
When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data Peter Hase Joey Tianyi Zhou XAI 137 89 0 03 Feb 2021
Neural Data Augmentation via Example Extrapolation Kenton Lee Kelvin Guu Luheng He Timothy Dozat Hyung Won Chung 78 72 0 02 Feb 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 359 371 0 01 Feb 2021
Revisiting the Prepositional-Phrase Attachment Problem Using Explicit Commonsense Knowledge Yida Xin H. Lieberman Peter Chin KELM 61 1 0 01 Feb 2021
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models Nora Kassner Philipp Dufter Hinrich Schütze 105 141 0 01 Feb 2021