Language Models as Knowledge Bases?

3 September 2019

Patrick Lewis

Papers citing "Language Models as Knowledge Bases?"

50 / 605 papers shown

Title
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 21 39 0 16 Oct 2022
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge Kosuke Nishida Naoki Yoshinaga Kyosuke Nishida 30 2 0 14 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 19 9 0 14 Oct 2022
Mass-Editing Memory in a Transformer Kevin Meng Arnab Sen Sharma A. Andonian Yonatan Belinkov David Bau KELM VLM 59 527 0 13 Oct 2022
Visual Classification via Description from Large Language Models Sachit Menon Carl Vondrick VLM 38 291 0 13 Oct 2022
On the Explainability of Natural Language Processing Deep Models Julia El Zini M. Awad 29 82 0 13 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 27 18 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 121 79 0 11 Oct 2022
Language Models Are Poor Learners of Directional Inference Tianyi Li Mohammad Javad Hosseini Sabine Weber Mark Steedman 26 10 0 10 Oct 2022
Understanding Transformer Memorization Recall Through Idioms Adi Haviv Ido Cohen Jacob Gidron R. Schuster Yoav Goldberg Mor Geva 28 48 0 07 Oct 2022
Calibrating Factual Knowledge in Pretrained Language Models Qingxiu Dong Damai Dai Yifan Song Jingjing Xu Zhifang Sui Lei Li KELM 241 82 0 07 Oct 2022
PLOT: Prompt Learning with Optimal Transport for Vision-Language Models Guangyi Chen Weiran Yao Xiangchen Song Xinyue Li Yongming Rao Kun Zhang VPVLM VLM 8 62 0 03 Oct 2022
The Effectiveness of Masked Language Modeling and Adapters for Factual Knowledge Injection Sondre Wold KELM 37 4 0 03 Oct 2022
Downstream Datasets Make Surprisingly Good Pretraining Corpora Kundan Krishna Saurabh Garg Jeffrey P. Bigham Zachary Chase Lipton 50 30 0 28 Sep 2022
Greybox XAI: a Neural-Symbolic learning framework to produce interpretable predictions for image classification Adrien Bennetot Gianni Franchi Javier Del Ser Raja Chatila Natalia Díaz Rodríguez AAML 32 28 0 26 Sep 2022
Improving Conversational Recommender System via Contextual and Time-Aware Modeling with Less Domain-Specific Knowledge Lingzhi Wang Chenyu You Wei Gao Xingshan Zeng Kam-Fai Wong 22 9 0 23 Sep 2022
Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation Xingdi Yuan Tong Wang Yen-Hsiang Wang Emery Fine Rania Abdelghani Pauline Lucas Hélene Sauzéon Pierre-Yves Oudeyer 30 29 0 22 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 237 322 0 21 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 35 1 0 17 Sep 2022
Knowledge Is Flat: A Seq2Seq Generative Framework for Various Knowledge Graph Completion Chen Chen Yufei Wang Bing Li Kwok-Yan Lam 28 30 0 15 Sep 2022
VIPHY: Probing "Visible" Physical Commonsense Knowledge Shikhar Singh Ehsan Qasemi Muhao Chen 46 6 0 15 Sep 2022
Why Do Neural Language Models Still Need Commonsense Knowledge to Handle Semantic Variations in Question Answering? Sunjae Kwon Cheongwoong Kang Jiyeon Han Jaesik Choi 29 0 0 01 Sep 2022
Efficient Methods for Natural Language Processing: A Survey Marcos Vinícius Treviso Ji-Ung Lee Tianchu Ji Betty van Aken Qingqing Cao ... Emma Strubell Niranjan Balasubramanian Leon Derczynski Iryna Gurevych Roy Schwartz 33 109 0 31 Aug 2022
A Review of Knowledge Graph Completion Mohamad Zamini Hassan Reza M. Rabiei 21 59 0 24 Aug 2022
Prompting as Probing: Using Language Models for Knowledge Base Construction Dimitrios Alivanistos Selene Báez Santamaría Michael Cochez Jan-Christoph Kalo Emile van Krieken Thiviyan Thanapalasingam KELM 25 45 0 23 Aug 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning Letian Peng Z. Li Hai Zhao ReLM LRM 18 1 0 23 Aug 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing Xinyu Zuo Haijin Liang Ning Jing Shuang Zeng Zhou Fang Yu Luo 28 6 0 22 Aug 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings Yile Wang Yue Zhang 19 4 0 20 Aug 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 34 50 0 17 Aug 2022
Few-shot Adaptation Works with UnpredicTable Data Jun Shern Chan Michael Pieler Jonathan Jao Jérémy Scheurer Ethan Perez 31 5 0 01 Aug 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen Feng-Lin Li Guohai Xu Ming Yan Ji Zhang Yin Zhang 29 22 0 01 Aug 2022
An Interpretability Evaluation Benchmark for Pre-trained Language Models Ya-Ming Shen Lijie Wang Ying-Cong Chen Xinyan Xiao Jing Liu Hua Wu 37 4 0 28 Jul 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
A Transformer-based Neural Language Model that Synthesizes Brain Activation Maps from Free-Form Text Queries G. Ngo Minh Le Nguyen Nancy F. Chen M. Sabuncu MedIm 33 7 0 24 Jul 2022
Language models show human-like content effects on reasoning tasks Ishita Dasgupta Andrew Kyle Lampinen Stephanie C. Y. Chan Hannah R. Sheahan Antonia Creswell D. Kumaran James L. McClelland Felix Hill ReLM LRM 30 181 0 14 Jul 2022
CP3: Unifying Point Cloud Completion by Pretrain-Prompt-Predict Paradigm Mingye Xu Yali Wang Yihao Liu Tong He Yu Qiao 3DPC 39 17 0 12 Jul 2022
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control Haopeng Zhang Semih Yavuz Wojciech Kry'sciñski Kazuma Hashimoto Yingbo Zhou HILM 38 34 0 05 Jul 2022
Probing via Prompting Jiaoda Li Ryan Cotterell Mrinmaya Sachan 37 13 0 04 Jul 2022
Few-Shot Stance Detection via Target-Aware Prompt Distillation Yan Jiang Jinhua Gao Huawei Shen Xueqi Cheng 24 27 0 27 Jun 2022
OPERA: Harmonizing Task-Oriented Dialogs and Information Seeking Experience Miaoran Li Baolin Peng Jianfeng Gao Zhu Zhang 74 9 0 24 Jun 2022
TOKEN is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models A. Davody David Ifeoluwa Adelani Thomas Kleinbauer Dietrich Klakow 22 4 0 15 Jun 2022
Prefix Conditioning Unifies Language and Label Supervision Kuniaki Saito Kihyuk Sohn Xinming Zhang Chun-Liang Li Chen-Yu Lee Kate Saenko Tomas Pfister VLM CLIP 34 16 0 02 Jun 2022
Neural Retriever and Go Beyond: A Thesis Proposal Man Luo 35 1 0 31 May 2022
kNN-Prompt: Nearest Neighbor Zero-Shot Inference Weijia Shi Julian Michael Suchin Gururangan Luke Zettlemoyer RALM VLM 26 32 0 27 May 2022
Detecting Label Errors by using Pre-Trained Language Models Derek Chong Jenny Hong Christopher D. Manning NoLa 55 21 0 25 May 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 18 12 0 25 May 2022
Language Anisotropic Cross-Lingual Model Editing Yang Xu Yutai Hou Wanxiang Che Min Zhang KELM 101 25 0 25 May 2022
Are Large Pre-Trained Language Models Leaking Your Personal Information? Jie Huang Hanyin Shao Kevin Chen-Chuan Chang PILM 22 178 0 25 May 2022
ORCA: Interpreting Prompted Language Models via Locating Supporting Data Evidence in the Ocean of Pretraining Data Xiaochuang Han Yulia Tsvetkov 24 28 0 25 May 2022
GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models Da Yin Hritik Bansal Masoud Monajatipoor Liunian Harold Li Kai-Wei Chang 49 28 0 24 May 2022