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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
Plansformer: Generating Symbolic Plans using Transformers Vishal Pallagani Bharath Muppasani K. Murugesan F. Rossi L. Horesh Biplav Srivastava F. Fabiano Andrea Loreggia LM&Ro LLMAG OffRL 74 38 0 16 Dec 2022
Decoder Tuning: Efficient Language Understanding as Decoding Ganqu Cui Wentao Li Ning Ding Longtao Huang Zhiyuan Liu Maosong Sun 80 6 0 16 Dec 2022
Injecting Domain Knowledge in Language Models for Task-Oriented Dialogue Systems Denis Emelin Daniele Bonadiman Sawsan Alqahtani Yi Zhang Saab Mansour 82 17 0 15 Dec 2022
Pre-trained Language Models Can be Fully Zero-Shot Learners Xuandong Zhao Siqi Ouyang Zhiguo Yu Ming-li Wu Lei Li VLM LRM 103 34 0 14 Dec 2022
Doubly Right Object Recognition: A Why Prompt for Visual Rationales Chengzhi Mao Revant Teotia Amrutha Sundar Sachit Menon Junfeng Yang Xin Eric Wang Carl Vondrick 68 31 0 12 Dec 2022
Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification Rami Aly Andreas Vlachos 67 16 0 10 Dec 2022
Structured information extraction from complex scientific text with fine-tuned large language models Alex Dunn John Dagdelen Nicholas Walker Sanghoon Lee Andrew S. Rosen Gerbrand Ceder Kristin A. Persson Anubhav Jain 99 93 0 10 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review Jiangjie Chen Yanghua Xiao 118 5 0 07 Dec 2022
Automaton-Based Representations of Task Knowledge from Generative Language Models Yunhao Yang Jean-Raphael Gaglione Cyrus Neary Ufuk Topcu 132 11 0 04 Dec 2022
Intermediate Entity-based Sparse Interpretable Representation Learning Diego Garcia-Olano Yasumasa Onoe Joydeep Ghosh Byron C. Wallace 83 2 0 03 Dec 2022
RHO ( $ρ$ ): Reducing Hallucination in Open-domain Dialogues with Knowledge Grounding Ziwei Ji Zihan Liu Nayeon Lee Tiezheng Yu Bryan Wilie Mini Zeng Pascale Fung HILM 96 55 0 03 Dec 2022
Event knowledge in large language models: the gap between the impossible and the unlikely Carina Kauf Anna A. Ivanova Giulia Rambelli Emmanuele Chersoni Jingyuan Selena She Zawad Chowdhury Evelina Fedorenko Alessandro Lenci 126 70 0 02 Dec 2022
Nonparametric Masked Language Modeling Sewon Min Weijia Shi M. Lewis Xilun Chen Wen-tau Yih Hannaneh Hajishirzi Luke Zettlemoyer RALM 171 51 0 02 Dec 2022
CliMedBERT: A Pre-trained Language Model for Climate and Health-related Text Babak Jalalzadeh Hasan A. BellSadid 76 7 0 01 Dec 2022
A Commonsense-Infused Language-Agnostic Learning Framework for Enhancing Prediction of Political Polarity in Multilingual News Headlines Swati Swati Adrian Mladenic Grobelnik Dunja Mladenić M. Grobelnik 84 3 0 01 Dec 2022
Layout-aware Dreamer for Embodied Referring Expression Grounding Mingxiao Li Zehao Wang Tinne Tuytelaars Marie-Francine Moens LM&Ro 55 6 0 30 Nov 2022
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles Shuquan Ye Yujia Xie Dongdong Chen Yichong Xu Lu Yuan Chenguang Zhu Jing Liao VLM 68 12 0 29 Nov 2022
Context-Aware Robust Fine-Tuning Xiaofeng Mao YueFeng Chen Xiaojun Jia Rong Zhang Hui Xue Zhao Li VLM CLIP 87 28 0 29 Nov 2022
Few-shot Query-Focused Summarization with Prefix-Merging Ruifeng Yuan Zili Wang Ziqiang Cao Wenjie Li 111 7 0 29 Nov 2022
Beyond Ensemble Averages: Leveraging Climate Model Ensembles for Subseasonal Forecasting Elena Orlova Haokun Liu Raphael Rossellini B. Cash Rebecca Willett 105 3 0 29 Nov 2022
BadPrompt: Backdoor Attacks on Continuous Prompts Xiangrui Cai Haidong Xu Sihan Xu Ying Zhang Xiaojie Yuan SILM 85 67 0 27 Nov 2022
TSGP: Two-Stage Generative Prompting for Unsupervised Commonsense Question Answering Yueqing Sun Yu Zhang Le Qi Qi Shi ReLM RALM LRM 61 6 0 24 Nov 2022
AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies Weiyan Shi Emily Dinan Adithya Renduchintala Daniel Fried Athul Paul Jacob Zhou Yu M. Lewis AAML 121 2 0 22 Nov 2022
Visually Grounded Commonsense Knowledge Acquisition Yuan Yao Tianyu Yu Ao Zhang Mengdi Li Ruobing Xie ... Zhiyuan Liu Haitao Zheng S. Wermter Tat-Seng Chua Maosong Sun SSL 82 6 0 22 Nov 2022
Time-Aware Datasets are Adaptive Knowledgebases for the New Normal Abhijit Suprem Sanjyot Vaidya J. Ferreira C. Pu 73 2 0 22 Nov 2022
TCBERT: A Technical Report for Chinese Topic Classification BERT Ting Han Kunhao Pan Xinyu Chen Dingjie Song Yuchen Fan Xinyu Gao Ruyi Gan Jiaxing Zhang VLM 67 1 0 21 Nov 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 150 235 0 21 Nov 2022
VER: Unifying Verbalizing Entities and Relations Jie Huang Kevin Chen-Chuan Chang 118 1 0 20 Nov 2022
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Yongqian Li Jiaoyan Chen Hai-Tao Zheng Tianyu Yu Xi Chen Haitao Zheng 82 14 0 20 Nov 2022
Knowledge Graph Generation From Text Igor Melnyk Pierre Dognin Payel Das 81 25 0 18 Nov 2022
Context Variance Evaluation of Pretrained Language Models for Prompt-based Biomedical Knowledge Probing Zonghai Yao Yi Cao Zhichao Yang Hong-ye Yu 100 17 0 18 Nov 2022
Cross-Modal Adapter for Text-Video Retrieval Haojun Jiang Jianke Zhang Rui Huang Chunjiang Ge Zanlin Ni Jiwen Lu Jie Zhou S. Song Gao Huang 136 38 0 17 Nov 2022
On the Effect of Pre-training for Transformer in Different Modality on Offline Reinforcement Learning S. Takagi OffRL 70 8 0 17 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 131 786 0 16 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 127 106 0 15 Nov 2022
kogito: A Commonsense Knowledge Inference Toolkit Mete Ismayilzada Antoine Bosselut 71 7 0 15 Nov 2022
Large Language Models Struggle to Learn Long-Tail Knowledge Nikhil Kandpal H. Deng Adam Roberts Eric Wallace Colin Raffel RALM KELM 166 420 0 15 Nov 2022
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery Changlong Yu Weiqi Wang Xin Liu Jiaxin Bai Yangqiu Song Zheng Li Yifan Gao Tianyu Cao Bing Yin 101 24 0 15 Nov 2022
Prompting Language Models for Linguistic Structure Terra Blevins Hila Gonen Luke Zettlemoyer LRM 127 44 0 15 Nov 2022
Speaking Multiple Languages Affects the Moral Bias of Language Models Katharina Hämmerl Bjorn Deiseroth P. Schramowski Jindrich Libovický Constantin Rothkopf Alexander Fraser Kristian Kersting 81 33 0 14 Nov 2022
Finding Skill Neurons in Pre-trained Transformer-based Language Models Xiaozhi Wang Kaiyue Wen Zhengyan Zhang Lei Hou Zhiyuan Liu Juanzi Li MILM MoE 90 52 0 14 Nov 2022
SPE: Symmetrical Prompt Enhancement for Fact Probing Yiyuan Li Tong Che Yezhen Wang Zhengbao Jiang Caiming Xiong Snigdha Chaturvedi 82 6 0 14 Nov 2022
Demystify Self-Attention in Vision Transformers from a Semantic Perspective: Analysis and Application Leijie Wu Song Guo Yaohong Ding Junxiao Wang Wenchao Xu Richard Yi Da Xu Jiewei Zhang 59 2 0 13 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 172 138 0 11 Nov 2022
CCPrefix: Counterfactual Contrastive Prefix-Tuning for Many-Class Classification Yongbin Li Canran Xu Guodong Long Tao Shen Chongyang Tao Jing Jiang 86 1 0 11 Nov 2022
Measuring Reliability of Large Language Models through Semantic Consistency Harsh Raj Domenic Rosati Subhabrata Majumdar HILM 91 31 0 10 Nov 2022
DisentQA: Disentangling Parametric and Contextual Knowledge with Counterfactual Question Answering Ella Neeman Roee Aharoni Or Honovich Leshem Choshen Idan Szpektor Omri Abend KELM CML 109 84 0 10 Nov 2022
Large Language Models with Controllable Working Memory Daliang Li A. S. Rawat Manzil Zaheer Xin Wang Michal Lukasik Andreas Veit Felix X. Yu Surinder Kumar KELM 146 171 0 09 Nov 2022
Safe Latent Diffusion: Mitigating Inappropriate Degeneration in Diffusion Models P. Schramowski Manuel Brack Bjorn Deiseroth Kristian Kersting 174 312 0 09 Nov 2022
SocioProbe: What, When, and Where Language Models Learn about Sociodemographics Anne Lauscher Federico Bianchi Samuel R. Bowman Dirk Hovy 93 7 0 08 Nov 2022