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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
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 138 26 0 06 Jul 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 83 20 0 05 Jul 2023
Prompt Tuning Pushes Farther, Contrastive Learning Pulls Closer: A Two-Stage Approach to Mitigate Social Biases Yingji Li Mengnan Du Xin Wang Ying Wang 98 30 0 04 Jul 2023
CARE-MI: Chinese Benchmark for Misinformation Evaluation in Maternity and Infant Care Tong Xiang Liangzhi Li Wangyue Li Min‐Jun Bai Lu Wei Bowen Wang Noa Garcia 93 5 0 04 Jul 2023
On Conditional and Compositional Language Model Differentiable Prompting Jonathan Pilault Can Liu Joey Tianyi Zhou Markus Dreyer 59 1 0 04 Jul 2023
CoPL: Contextual Prompt Learning for Vision-Language Understanding Koustava Goswami Srikrishna Karanam Prateksha Udhayanan J. JosephK. Balaji Vasan Srinivasan VLM 82 11 0 03 Jul 2023
PatternGPT :A Pattern-Driven Framework for Large Language Model Text Generation Le Xiao Xin Shan 70 7 0 02 Jul 2023
Ticket-BERT: Labeling Incident Management Tickets with Language Models Zhexiong Liu Cris Benge Siduo Jiang VLM 62 4 0 30 Jun 2023
Knowledge Base Completion for Long-Tail Entities Lihu Chen Simon Razniewski Gerhard Weikum KELM 75 6 0 30 Jun 2023
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation Jiaqi Bai Zhao Yan Jian Yang Xinnian Liang Hongcheng Guo Zhoujun Li 57 9 0 27 Jun 2023
Approximated Prompt Tuning for Vision-Language Pre-trained Models Qiong Wu Shubin Huang Yiyi Zhou Pingyang Dai Annan Shu Guannan Jiang Rongrong Ji VLM VPVLM 42 2 0 27 Jun 2023
Identifying and Consolidating Knowledge Engineering Requirements Bradley Paul Allen Filip Ilievski Saurav Joshi 59 3 0 27 Jun 2023
Understanding In-Context Learning via Supportive Pretraining Data Xiaochuang Han Daniel Simig Todor Mihaylov Yulia Tsvetkov Asli Celikyilmaz Tianlu Wang AIMat 115 38 0 26 Jun 2023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step Liunian Harold Li Jack Hessel Youngjae Yu Xiang Ren Kai-Wei Chang Yejin Choi LRM AI4CE ReLM 128 143 0 24 Jun 2023
Mapping and Cleaning Open Commonsense Knowledge Bases with Generative Translation Julien Romero Simon Razniewski 69 2 0 22 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 73 33 0 20 Jun 2023
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling Lin F. Yang Hongyang Chen Zhao Li Xiao Ding Xindong Wu KELM 118 93 0 20 Jun 2023
Multilingual Few-Shot Learning via Language Model Retrieval Genta Indra Winata Liang-Kang Huang Soumya Vadlamannati Yash Chandarana RALM 61 2 0 19 Jun 2023
Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference Junhao Zheng Qianli Ma Shengjie Qiu Yue Wu Peitian Ma Junlong Liu Hu Feng Xichen Shang Haibin Chen AAML KELM CML CLL 130 15 0 19 Jun 2023
Universal Information Extraction with Meta-Pretrained Self-Retrieval Yu Bowen Mengcheng Fang Tingwen Liu Haiyang Yu Zhongkai Hu Fei Huang Yongbin Li Bin Wang RALM SSL 83 8 0 18 Jun 2023
Semantic HELM: A Human-Readable Memory for Reinforcement Learning Fabian Paischer Thomas Adler M. Hofmarcher Sepp Hochreiter 66 12 0 15 Jun 2023
KoLA: Carefully Benchmarking World Knowledge of Large Language Models Jifan Yu Xiaozhi Wang Shangqing Tu S. Cao Daniel Zhang-Li ... Lei Hou Zhiyuan Liu Bin Xu Jie Tang Juanzi Li ELM ALM 129 69 0 15 Jun 2023
MetricPrompt: Prompting Model as a Relevance Metric for Few-shot Text Classification Hongyuan Dong Weinan Zhang Wanxiang Che VLM 69 3 0 15 Jun 2023
World-to-Words: Grounded Open Vocabulary Acquisition through Fast Mapping in Vision-Language Models Ziqiao Ma Jiayi Pan J. Chai ObjD VLM 74 9 0 14 Jun 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 171 791 0 14 Jun 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 126 60 0 14 Jun 2023
FLamE: Few-shot Learning from Natural Language Explanations Yangqiaoyu Zhou Yiming Zhang Chenhao Tan LRM FAtt 97 11 0 13 Jun 2023
The Effect of Masking Strategies on Knowledge Retention by Language Models Jonas Wallat Tianyi Zhang Avishek Anand KELM CLL 31 0 0 12 Jun 2023
TrojLLM: A Black-box Trojan Prompt Attack on Large Language Models Jiaqi Xue Mengxin Zheng Ting Hua Yilin Shen Ye Liu Ladislau Bölöni Qian Lou 120 36 0 12 Jun 2023
Measuring and Modifying Factual Knowledge in Large Language Models Pouya Pezeshkpour KELM 70 18 0 09 Jun 2023
Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model Yida Chen Fernanda Viégas Martin Wattenberg DiffM 75 24 0 09 Jun 2023
DLAMA: A Framework for Curating Culturally Diverse Facts for Probing the Knowledge of Pretrained Language Models Amr Keleg Walid Magdy KELM HILM 97 11 0 08 Jun 2023
Soft-prompt Tuning for Large Language Models to Evaluate Bias Jacob-Junqi Tian David B. Emerson Sevil Zanjani Miyandoab D. Pandya Laleh Seyyed-Kalantari Faiza Khan Khattak VLM 81 11 0 07 Jun 2023
An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models Zhongbin Xie Thomas Lukasiewicz 65 13 0 06 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks Kanishka Misra Cicero Nogueira dos Santos Siamak Shakeri KELM LRM 70 2 0 06 Jun 2023
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 104 6 0 06 Jun 2023
KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations Myeongjun Jang Bodhisattwa Prasad Majumder Julian McAuley Thomas Lukasiewicz Oana-Maria Camburu AAML 51 4 0 05 Jun 2023
SelfEvolve: A Code Evolution Framework via Large Language Models Shuyang Jiang Yuhao Wang Yu Wang 98 39 0 05 Jun 2023
Commonsense Knowledge Transfer for Pre-trained Language Models Wangchunshu Zhou Ronan Le Bras Yejin Choi KELM LRM 74 4 0 04 Jun 2023
Exploring and Verbalizing Academic Ideas by Concept Co-occurrence Yi Xu Shuqian Sheng Bo Xue Luoyi Fu Xinbing Wang Cheng Zhou 65 9 0 04 Jun 2023
SpeechGen: Unlocking the Generative Power of Speech Language Models with Prompts Haibin Wu Kai-Wei Chang Yuan-Kuei Wu Hung-yi Lee 128 23 0 03 Jun 2023
Knowledge of cultural moral norms in large language models Aida Ramezani Yang Xu ELM AILaw 81 51 0 02 Jun 2023
Exposing Attention Glitches with Flip-Flop Language Modeling Bingbin Liu Jordan T. Ash Surbhi Goel A. Krishnamurthy Cyril Zhang LRM 97 53 0 01 Jun 2023
Exploring Lottery Prompts for Pre-trained Language Models Yulin Chen Ning Ding Xiaobin Wang Shengding Hu Haitao Zheng Zhiyuan Liu Pengjun Xie VLM LRM 62 7 0 31 May 2023
Knowledge Graph-Augmented Language Models for Knowledge-Grounded Dialogue Generation Minki Kang Jin Myung Kwak Jinheon Baek Sung Ju Hwang RALM 96 63 0 30 May 2023
Graph Reasoning for Question Answering with Triplet Retrieval Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 93 35 0 30 May 2023
Representation Of Lexical Stylistic Features In Language Models' Embedding Space Qing Lyu Marianna Apidianaki Chris Callison-Burch 92 7 0 29 May 2023
ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER Amirhossein Layegh A. H. Payberah A. Soylu Dumitru Roman M. Matskin VLM 80 8 0 29 May 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models Qiang Zhang Jason Naradowsky Yusuke Miyao ELM 96 35 0 29 May 2023
NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models Kai Mei Zheng Li Zhenting Wang Yang Zhang Shiqing Ma AAML SILM 91 51 0 28 May 2023