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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
Decouple knowledge from parameters for plug-and-play language modeling Xin Cheng Yankai Lin Preslav Nakov Dongyan Zhao Rui Yan KELM 95 2 0 19 May 2023
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings Shibo Hao Tianyang Liu Zhen Wang Zhiting Hu RALM LLMAG 160 183 0 19 May 2023
CCGen: Explainable Complementary Concept Generation in E-Commerce Jie Huang Yifan Gao Zheng Li Jingfeng Yang Yangqiu Song Chao Zhang Zining Zhu Haoming Jiang Kevin Chen-Chuan Chang Bing Yin 3DV LRM 89 6 0 19 May 2023
AutoTrial: Prompting Language Models for Clinical Trial Design Zifeng Wang Cao Xiao Jimeng Sun LM&MA LRM 25 18 0 19 May 2023
The Web Can Be Your Oyster for Improving Large Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Jingyuan Wang Jian-Yun Nie Ji-Rong Wen RALM KELM 103 5 0 18 May 2023
Statistical Knowledge Assessment for Large Language Models Qingxiu Dong Jingjing Xu Lingpeng Kong Zhifang Sui Lei Li HILM 71 8 0 17 May 2023
Searching for Needles in a Haystack: On the Role of Incidental Bilingualism in PaLM's Translation Capability Eleftheria Briakou Colin Cherry George F. Foster 78 60 0 17 May 2023
Large Language Models Leverage External Knowledge to Extend Clinical Insight Beyond Language Boundaries Jiageng Wu X. Wu Zhaopeng Qiu Minghui Li Yingying Zhang Yefeng Zheng Changzheng Yuan Jie Yang LM&MA ELM AI4MH 120 20 0 17 May 2023
Knowledge Card: Filling LLMs' Knowledge Gaps with Plug-in Specialized Language Models Shangbin Feng Weijia Shi Yuyang Bai Vidhisha Balachandran Tianxing He Yulia Tsvetkov KELM 137 37 0 17 May 2023
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models Boxi Cao Qiaoyu Tang Hongyu Lin Shanshan Jiang Bin Dong Xianpei Han Jiawei Chen Tianshu Wang Le Sun CLL KELM 59 17 0 16 May 2023
Knowledge Rumination for Pre-trained Language Models Yunzhi Yao Peng Wang Shengyu Mao Chuanqi Tan Fei Huang Huajun Chen Ningyu Zhang KELM 82 4 0 15 May 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks Moritz Plenz Juri Opitz Philipp Heinisch Philipp Cimiano Anette Frank 95 9 0 15 May 2023
From Pretraining Data to Language Models to Downstream Tasks: Tracking the Trails of Political Biases Leading to Unfair NLP Models Shangbin Feng Chan Young Park Yuhan Liu Yulia Tsvetkov 111 248 0 15 May 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering Qianglong Chen Guohai Xu Mingshi Yan Ji Zhang Fei Huang Luo Si Yin Zhang 111 10 0 14 May 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion Wenjie Xu Ben Liu Miao Peng Xu Jia Min Peng 73 25 0 13 May 2023
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems Sarik Ghazarian Yijia Shao Rujun Han Aram Galstyan Nanyun Peng 84 7 0 12 May 2023
LeXFiles and LegalLAMA: Facilitating English Multinational Legal Language Model Development Ilias Chalkidis Nicolas Garneau Catalina Goanta Daniel Martin Katz Anders Søgaard AILaw ELM 70 64 0 12 May 2023
Synergistic Interplay between Search and Large Language Models for Information Retrieval Jiazhan Feng Chongyang Tao Xiubo Geng Tao Shen Can Xu Guodong Long Dongyan Zhao Daxin Jiang KELM 129 6 0 12 May 2023
Harvesting Event Schemas from Large Language Models Jialong Tang Hongyu Lin Zhuoqun Li Yaojie Lu Xianpei Han Le Sun 67 4 0 12 May 2023
Active Retrieval Augmented Generation Zhengbao Jiang Frank F. Xu Luyu Gao Zhiqing Sun Qian Liu Jane Dwivedi-Yu Yiming Yang Jamie Callan Graham Neubig RALM 118 295 0 11 May 2023
Taking Advice from ChatGPT Peter Zhang 72 5 0 11 May 2023
FactKG: Fact Verification via Reasoning on Knowledge Graphs Jiho Kim Sungjin Park Yeonsu Kwon Yohan Jo James Thorne E. Choi 72 63 0 11 May 2023
Long-Tailed Question Answering in an Open World Yinpei Dai Hao Lang Yinhe Zheng Fei Huang Yongbin Li VLM 81 9 0 11 May 2023
RECKONING: Reasoning through Dynamic Knowledge Encoding Zeming Chen Gail Weiss E. Mitchell Asli Celikyilmaz Antoine Bosselut KELM LRM 112 13 0 10 May 2023
Multi-Prompt with Depth Partitioned Cross-Modal Learning Yingjie Tian Yiqi Wang Xianda Guo Zheng Hua Zhu Long Chen VLM 97 0 0 10 May 2023
Say What You Mean! Large Language Models Speak Too Positively about Negative Commonsense Knowledge Jiangjie Chen Wei Shi Ziquan Fu Sijie Cheng Lei Li Yanghua Xiao 95 51 0 10 May 2023
Decker: Double Check with Heterogeneous Knowledge for Commonsense Fact Verification Anni Zou Zhuosheng Zhang Hai Zhao HILM 76 6 0 10 May 2023
Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey Simon Razniewski Hiba Arnaout Tuan-Phong Nguyen Fabian M. Suchanek 70 10 0 09 May 2023
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge Phillip Howard Junlin Wang Vasudev Lal Gadi Singer Yejin Choi Swabha Swayamdipta 111 9 0 08 May 2023
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models Leonardo Ranaldi Elena Sofia Ruzzetti Fabio Massimo Zanzotto 69 6 0 08 May 2023
Low-Resource Multi-Granularity Academic Function Recognition Based on Multiple Prompt Knowledge Jiawei Liu Ziteng Xiong Yi-ping Jiang Yongqiang Ma Wei Lu Yong Huang Qikai Cheng 58 1 0 05 May 2023
A Survey on Out-of-Distribution Detection in NLP Hao Lang Yinhe Zheng Yixuan Li Jian Sun Feiling Huang Yongbin Li 91 25 0 05 May 2023
UNTER: A Unified Knowledge Interface for Enhancing Pre-trained Language Models Deming Ye Yankai Lin Zhengyan Zhang Maosong Sun KELM 60 0 0 02 May 2023
Prompt as Triggers for Backdoor Attack: Examining the Vulnerability in Language Models Shuai Zhao Jinming Wen Anh Tuan Luu Jiaqi Zhao Jie Fu SILM 183 99 0 02 May 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models Mor Geva Jasmijn Bastings Katja Filippova Amir Globerson KELM 309 324 0 28 Apr 2023
Made of Steel? Learning Plausible Materials for Components in the Vehicle Repair Domain Annerose Eichel Helena Schlipf Sabine Schulte im Walde 69 2 0 28 Apr 2023
Prompt Engineering for Healthcare: Methodologies and Applications Jiaqi Wang Enze Shi Sigang Yu Zihao Wu Chong Ma ... Dajiang Zhu Yixuan Yuan Dinggang Shen Tianming Liu Shu Zhang LM&MA 136 116 0 28 Apr 2023
FVP: Fourier Visual Prompting for Source-Free Unsupervised Domain Adaptation of Medical Image Segmentation Yan Wang Jian Cheng Yixin Chen Shuai Shao Lanyun Zhu Zhenzhou Wu Tianming Liu Haogang Zhu OOD MedIm 128 26 0 26 Apr 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness Archiki Prasad Swarnadeep Saha Xiang Zhou Joey Tianyi Zhou LRM 122 50 0 21 Apr 2023
Why Does ChatGPT Fall Short in Providing Truthful Answers? Shen Zheng Jie Huang Kevin Chen-Chuan Chang HILM AI4MH 131 56 0 20 Apr 2023
MixPro: Simple yet Effective Data Augmentation for Prompt-based Learning Bohan Li Longxu Dou Yutai Hou Yunlong Feng Honglin Mu Qingfu Zhu Qinghua Sun Wanxiang Che VLM 80 4 0 19 Apr 2023
UniMax: Fairer and more Effective Language Sampling for Large-Scale Multilingual Pretraining Hyung Won Chung Noah Constant Xavier Garcia Adam Roberts Yi Tay Sharan Narang Orhan Firat 116 57 0 18 Apr 2023
A Two-Stage Framework with Self-Supervised Distillation For Cross-Domain Text Classification Yunlong Feng Bohan Li Libo Qin Xiao Xu Wanxiang Che 48 3 0 18 Apr 2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization Adrian de Wynter Xun Wang Alex Sokolov Qilong Gu Si-Qing Chen ELM 141 34 0 17 Apr 2023
Shall We Pretrain Autoregressive Language Models with Retrieval? A Comprehensive Study Wei Ping Ming-Yu Liu Peng Xu Lawrence C. McAfee Zihan Liu ... Oleksii Kuchaiev Yue Liu Chaowei Xiao Anima Anandkumar Bryan Catanzaro RALM 100 60 0 13 Apr 2023
APPLeNet: Visual Attention Parameterized Prompt Learning for Few-Shot Remote Sensing Image Generalization using CLIP Mainak Singha Ankit Jha Bhupendra S. Solanki Shirsha Bose Biplab Banerjee VLM 107 27 0 12 Apr 2023
Prompt Learning for News Recommendation Zizhuo Zhang Bang-wei Wang AI4TS 75 66 0 11 Apr 2023
Incorporating Structured Sentences with Time-enhanced BERT for Fully-inductive Temporal Relation Prediction Zhongwu Chen Chengjin Xu Fenglong Su Zhen Huang Yong Dou 79 16 0 10 Apr 2023
Revisiting Automated Prompting: Are We Actually Doing Better? Yulin Zhou Yiren Zhao Ilia Shumailov Robert D. Mullins Y. Gal 122 8 0 07 Apr 2023
Zero-shot Generative Model Adaptation via Image-specific Prompt Learning Jiayi Guo Chaofei Wang You Wu Eric Zhang Kai Wang Xingqian Xu S. Song Humphrey Shi Gao Huang DiffM VLM 147 30 0 06 Apr 2023