Fetching the paper…
Reading the bibliography…
The topic of Climate Change (CC) has received limited attention in NLP despite its urgency.
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
Earlier work this paper cites.
Quantifying the carbon emissions of machine learning
Alexandre Lacoste, Alexandra Luccioni, Victor Schmidt, and Thomas Dandres. 2019 · 1910
Earlier work this paper cites.
Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond, and Thomas Wolf. 2019 · 1910
Earlier work this paper cites.
Who cares wins: Connecting the financial markets to a changing world?
2004 · 2004
Earlier work this paper cites.
Longformer: The long-document transformer
Iz Beltagy, Matthew E. Peters, and Arman Cohan. 2020 · 2004
Earlier work this paper cites.
The rise of the global reporting initiative (gri) as a case of institutional entrepreneurship
Halina Szejnwald Brown, Martin de Jong, and Teodorina Lessidrenska. 2007 · 2007
Earlier work this paper cites.
A history of corporate social responsibility: Concepts and practices
Archie B. Carroll. 2009 · 2009
Earlier work this paper cites.
The probabilistic relevance framework: Bm25 and beyond
Stephen Robertson and Hugo Zaragoza. 2009 · 2009
Earlier work this paper cites.
Analyzing sustainability reports using natural language processing
Alexandra Sasha Luccioni, Emily Baylor, and Nicolas Anton Duchêne. 2020 · 2011
Earlier work this paper cites.
Scikit-learn: Machine learning in Python
F. Pedregosa, G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, P. Prettenhofer, R. Weiss, V. Dubourg, J. Vanderplas, A. Passos, D. Cournapeau, M. Brucher, M. Perrot, and E. Duchesnay. 2011 · 2011
Earlier work this paper cites.
From millennium development goals to sustainable development goals
Jeffrey D. Sachs. 2012 · 2012
Earlier work this paper cites.
Public microblogging on climate change: One year of twitter worldwide
Andrei P. Kirilenko and Svetlana O. Stepchenkova. 2014 · 2014
Earlier work this paper cites.
Ms marco: A human generated machine reading comprehension dataset
Daniel Fernando Campos, Tri Nguyen, Mir Rosenberg, Xia Song, Jianfeng Gao, Saurabh Tiwary, Rangan Majumder, Li Deng, and Bhaskar Mitra. 2016 · 2016
Earlier work this paper cites.
Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
Earlier work this paper cites.
FEVER: a large-scale dataset for fact extraction and VERification
James Thorne, Andreas Vlachos, Christos Christodoulopoulos, and Arpit Mittal. 2018 · 2018
Earlier work this paper cites.
GLUE: A multi-task benchmark and analysis platform for natural language understanding
Alex Wang, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel Bowman. 2018 · 2018
Cited alongside, same era.
SciBERT: A pretrained language model for scientific text
Iz Beltagy, Kyle Lo, and Arman Cohan. 2019 · 2019
Cited alongside, same era.
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.
The practice of climate change policy evaluations in the european union and its member states: results from a meta-analysis
Noriko. Fujiwara, Harro van Asselt, Stefan Bö β \beta ner, Sebastian Voigt, Niki-Artemis Spyridaki, Alexandros Flamos, Emilie Alberola, Keith Williges, Andreas Türk, and Michael ten Donkelaar. 2019 · 2019
Cited alongside, same era.
Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2019 · 2019
Cited alongside, same era.
Deeppolicytracker: Tracking changes in environmental policy in the brazilian federal official gazette with deep learning
Flávio N Cação, Anna Helena Reali Costa, Natalie Unterstell, Liuca Yonaha, Taciana Stec, and Fábio Ishisaki. 2021 · 2021
Later among the works it cites.
Bert classification of paris agreement climate action plans
Tom Corringham, Daniel Spokoyny, Eric Xiao, Christopher Cha, Colin Lemarchand, Mandeep Syal, Ethan Olson, and Alexander Gershunov. 2021 · 2021
Later among the works it cites.
Neuralnere: Neural named entity relationship extraction for end-to-end climate change knowledge graph construction
Prakamya Mishra and Rohan Mittal. 2021 · 2021
Later among the works it cites.
The climate change debate and natural language processing
Manfred Stede and Ronny Patz. 2021 · 2021
Later among the works it cites.
Nlp for climate policy: Creating a knowledge platform for holistic and effective climate action
Pradip Swarnakar and Ashutosh Modi. 2021 · 2021
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Nils Reimers and Iryna Gurevych. 2019 · 2019
Cited alongside, same era.
Superglue: A stickier benchmark for general-purpose language understanding systems
Alex Wang, Yada Pruksachatkun, Nikita Nangia, Amanpreet Singh, Julian Michael, Felix Hill, Omer Levy, and Samuel Bowman. 2019 · 2019
Cited alongside, same era.
Does the cds market reflect regulatory climate risk disclosures
Julian F. Kölbel, Markus Leippold, Jordy Rillaerts, and Qian Wang. 2020 · 2020
Cited alongside, same era.
Climate-fever: A dataset for verification of real-world climate claims
Markus Leippold and Thomas Diggelmann. 2020 · 2020
Cited alongside, same era.
Climatext: A dataset for climate change topic detection
Markus Leippold and Francesco Saverio Varini. 2020 · 2020
Cited alongside, same era.
Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers
Wenhui Wang, Furu Wei, Li Dong, Hangbo Bao, Nan Yang, and Ming Zhou. 2020 · 2020
Cited alongside, same era.
Transformers: State-of-the-art natural language processing
Thomas Wolf, Lysandre Debut, Victor Sanh, Julien Chaumond, Clement Delangue, Anthony Moi, Pierric Cistac, Tim Rault, Rémi Louf, Morgan Funtowicz, Joe Davison, Sam Shleifer, Patrick von Platen, Clara Ma, Yacine Jernite, Julien Plu, Canwen Xu, Teven Le Scao, Sylvain Gugger, Mariama Drame, Quentin Lhoest, and Alexander M. Rush. 2020 · 2020
Cited alongside, same era.
Later among the works it cites.
Beir: A heterogenous benchmark for zero-shot evaluation of information retrieval models
Nandan Thakur, Nils Reimers, Andreas Ruckl’e, Abhishek Srivastava, and Iryna Gurevych. 2021 · 2021
Later among the works it cites.
Climatebert: A pretrained language model for climate-related text
Nicolas Webersinke, Mathias Kraus, Julia Anna Bingler, and Markus Leippold. 2021 · 2021
Later among the works it cites.
2022 status report
2022 · 2022
Later among the works it cites.
Climate watch
2022 · 2022
Later among the works it cites.
Protecting people and the planet: Putting people at the heart of city climate action
Amy Bills, Beth Mackay, Chang Deng-Beck, George Bush, Maia Kutner, Rachel Carless, and Simeran Bachra. 2022 · 2022
Later among the works it cites.
Lexglue: A benchmark dataset for legal language understanding in english
Ilias Chalkidis, Abhik Jana, Dirk Hartung, Michael James Bommarito, Ion Androutsopoulos, Daniel Martin Katz, and Nikolaos Aletras. 2022 · 2022
Later among the works it cites.
Domain-specific language model pretraining for biomedical natural language processing
Yuxian Gu, Robert Tinn, Hao Cheng, Michael R. Lucas, Naoto Usuyama, Xiaodong Liu, Tristan Naumann, Jianfeng Gao, and Hoifung Poon. 2022 · 2022
Later among the works it cites.
Counteracting french fake news on climate change using language models
Paul Meddeb, Stefan Ruseti, Mihai Dascalu, Simina Terian, and Sébastien Travadel. 2022 · 2022
Later among the works it cites.
Tackling climate change with machine learning
David Rolnick, Priya L. Donti, Lynn H. Kaack, Kelly Kochanski, Alexandre Lacoste, Kris Sankaran, Andrew Slavin Ross, Nikola Milojevic-Dupont, Natasha Jaques, Anna Waldman-Brown, Alexandra Sasha Luccioni, Tegan Maharaj, Evan D. Sherwin, S. Karthik Mukkavilli, Konrad P. Kording, Carla P. Gomes, Andrew Y. Ng, Demis Hassabis, John C. Platt, Felix Creutzig, Jennifer Chayes, and Yoshua Bengio. 2022 · 2022
Later among the works it cites.