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Humans subconsciously engage in geospatial reasoning when reading articles.
Roberta: A robustly optimized bert pretraining approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Use of the edinburgh geoparser for georeferencing digitized historical collections
Claire Grover, Richard Tobin, Kate Byrne, Matthew Woollard, James Reid, Stuart Dunn, and Julian Ball. 2010 · 1925
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Gipsy: Automated geographic indexing of text documents
Allison Gyle Woodruff and Christian Plaunt. 1994 · 1994
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Web-a-where: geotagging web content
Einat Amitay, Nadav Har’El, Ron Sivan, and Aya Soffer. 2004 · 2004
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Incorporating non-local information into information extraction systems by gibbs sampling
Jenny Rose Finkel, Trond Grenager, and Christopher D Manning. 2005 · 2005
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Autoregressive entity retrieval
Nicola De Cao, Gautier Izacard, Sebastian Riedel, and Fabio Petroni. 2020 · 2010
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Geotagging with local lexicons to build indexes for textually-specified spatial data
Michael D Lieberman, Hanan Samet, and Jagan Sankaranarayanan. 2010 · 2010
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Spatialml: annotation scheme, resources, and evaluation
Inderjeet Mani, Christy Doran, Dave Harris, Janet Hitzeman, Rob Quimby, Justin Richer, Ben Wellner, Scott Mardis, and Seamus Clancy. 2010 · 2010
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Space-efficient data structures for top-k completion
Bo-June Hsu and Giuseppe Ottaviano. 2013 · 2013
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Gazetteer-independent toponym resolution using geographic word profiles
Grant DeLozier, Jason Baldridge, and Loretta London. 2015 · 2015
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A bootstrapping algorithm for geo-entity relation extraction from online encyclopedia
Li Yu and Feng Lu. 2015 · 2015
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Neuroner: an easy-to-use program for named-entity recognition based on neural networks
Franck Dernoncourt, Ji Young Lee, and Peter Szolovits. 2017 · 2017
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Vancouver welcomes you! minimalist location metonymy resolution
Milan Gritta, Mohammad Taher Pilehvar, Nut Limsopatham, and Nigel Collier. 2017 · 2017
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Mordecai: Full text geoparsing and event geocoding
Andrew Halterman. 2017 · 2017
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Eupeg: Towards an extensible and unified platform for evaluating geoparsers
Yingjie Hu. 2018 · 2018
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Representation learning with contrastive predictive coding
Aaron van den Oord, Yazhe Li, and Oriol Vinyals. 2018 · 2018
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Geocorpora: building a corpus to test and train microblog geoparsers
Jan Oliver Wallgrün, Morteza Karimzadeh, Alan M MacEachren, and Scott Pezanowski. 2018 · 2018
Cited alongside, same era.
Publicly available clinical BERT embeddings
Emily Alsentzer, John Murphy, William Boag, Wei-Hung Weng, Di Jindi, Tristan Naumann, and Matthew McDermott. 2019 · 2019
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BERT: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
Cited alongside, same era.
Enhancing spatial and textual analysis with eupeg: An extensible and unified platform for evaluating geoparsers
Jimin Wang and Yingjie Hu. 2019 · 2019
Cited alongside, same era.
LEGAL-BERT: The muppets straight out of law school
Ilias Chalkidis, Manos Fergadiotis, Prodromos Malakasiotis, Nikolaos Aletras, and Ion Androutsopoulos. 2020 · 2020
Cited alongside, same era.
JuriBERT: A masked-language model adaptation for French legal text
Stella Douka, Hadi Abdine, Michalis Vazirgiannis, Rajaa El Hamdani, and David Restrepo Amariles. 2021 · 2021
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Simcse: Simple contrastive learning of sentence embeddings
Tianyu Gao, Xingcheng Yao, and Danqi Chen. 2021 · 2021
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BERTweetFR : Domain adaptation of pre-trained language models for French tweets
Yanzhu Guo, Virgile Rennard, Christos Xypolopoulos, and Michalis Vazirgiannis. 2021 · 2021
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KLMo: Knowledge graph enhanced pretrained language model with fine-grained relationships
Lei He, Suncong Zheng, Tao Yang, and Feng Zhang. 2021 · 2021
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Scaling up visual and vision-language representation learning with noisy text supervision
Chao Jia, Yinfei Yang, Ye Xia, Yi-Ting Chen, Zarana Parekh, Hieu Pham, Quoc Le, Yun-Hsuan Sung, Zhen Li, and Tom Duerig. 2021 · 2021
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Yen-Chun Chen, Linjie Li, Licheng Yu, Ahmed El Kholy, Faisal Ahmed, Zhe Gan, Yu Cheng, and Jingjing Liu. 2020 · 2020
Cited alongside, same era.
A pragmatic guide to geoparsing evaluation: Toponyms, named entity recognition and pragmatics
Milan Gritta, Mohammad Taher Pilehvar, and Nigel Collier. 2020 · 2020
Cited alongside, same era.
SpanBERT: Improving pre-training by representing and predicting spans
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, and Omer Levy. 2020 · 2020
Cited alongside, same era.
Biobert: a pre-trained biomedical language representation model for biomedical text mining
Jinhyuk Lee, Wonjin Yoon, Sungdong Kim, Donghyeon Kim, Sunkyu Kim, Chan Ho So, and Jaewoo Kang. 2020 · 2020
Cited alongside, same era.
What does BERT with vision look at?
Liunian Harold Li, Mark Yatskar, Da Yin, Cho-Jui Hsieh, and Kai-Wei Chang. 2020 · 2020
Cited alongside, same era.
Exploring the limits of transfer learning with a unified text-to-text transformer
Colin Raffel, Noam Shazeer, Adam Roberts, Katherine Lee, Sharan Narang, Michael Matena, Yanqi Zhou, Wei Li, and Peter J Liu. 2020 · 2020
Cited alongside, same era.
Vl-bert: Pre-training of generic visual-linguistic representations
Weijie Su, Xizhou Zhu, Yue Cao, Bin Li, Lewei Lu, Furu Wei, and Jifeng Dai. 2020 · 2020
Cited alongside, same era.
Self-alignment pretraining for biomedical entity representations
Fangyu Liu, Ehsan Shareghi, Zaiqiao Meng, Marco Basaldella, and Nigel Collier. 2021 · 2021
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Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al. 2021 · 2021
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Temporal adaptation of BERT and performance on downstream document classification: Insights from social media
Paul Röttger and Janet Pierrehumbert. 2021 · 2021
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Kepler: A unified model for knowledge embedding and pre-trained language representation
Xiaozhi Wang, Tianyu Gao, Zhaocheng Zhu, Zhengyan Zhang, Zhiyuan Liu, Juanzi Li, and Jian Tang. 2021 · 2021
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Location reference recognition from texts: A survey and comparison
Xuke Hu, Zhiyong Zhou, Hao Li, Yingjie Hu, Fuqiang Gu, Jens Kersten, Hongchao Fan, and Friederike Klan. 2022 · 2022
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SpaBERT: A pretrained language model from geographic data for geo-entity representation
Zekun Li, Jina Kim, Yao-Yi Chiang, and Muhao Chen. 2022b · 2022
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Geoparsing: Solved or biased? an evaluation of geographic biases in geoparsing
Zilong Liu, Krzysztof Janowicz, Ling Cai, Rui Zhu, Gengchen Mai, and Meilin Shi. 2022 · 2022
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Spatial relationship extraction of geographic entities based on bert model
Jiannan Yang, Hong Jia, and Hanbing Liu. 2022 · 2022
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Learning visual representation from modality-shared contrastive language-image pre-training
Haoxuan You, Luowei Zhou, Bin Xiao, Noel Codella, Yu Cheng, Ruochen Xu, Shih-Fu Chang, and Lu Yuan. 2022 · 2022
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Mordecai 3: A neural geoparser and event geocoder
Andrew Halterman. 2023 · 2023
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How can voting mechanisms improve the robustness and generalizability of toponym disambiguation?
Xuke Hu, Yeran Sun, Jens Kersten, Zhiyong Zhou, Friederike Klan, and Hongchao Fan. 2023 · 2023
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