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Large Language Models (LLMs) have demonstrated exceptional natural language understanding abilities and have excelled in a variety of natural language processing (NLP)tasks in recent years.
Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, and Dario Amodei. 2020 · 1901
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Dimensionality of compound-coordinate bilingualism
Leon A Jakobovits. 1968 · 1968
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Linguistic dimensions in the bilingual patient
Luis R Marcos. 1976 · 1976
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Three types of bilingualism
Maria Rosaria D’Acierno. 1990 · 1990
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Lexical representation of cognates and noncognates in compound bilinguals
Annette MB De Groot and Gerard LJ Nas. 1991 · 1991
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Bilingualism and translation competence
Wolfgang Lörscher. 2012 · 2012
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A survey of text summarization techniques
Ani Nenkova and Kathleen McKeown. 2012 · 2012
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Bilingual word embeddings for phrase-based machine translation
Will Y Zou, Richard Socher, Daniel Cer, and Christopher D Manning. 2013 · 2013
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Question answering with subgraph embeddings
Antoine Bordes, Sumit Chopra, and Jason Weston. 2014 · 2014
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Introduction to bilingualism
Charlotte Hoffmann. 2014 · 2014
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An investigation through different types of bilinguals and bilingualism
Hamzeh Moradi. 2014 · 2014
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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
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CommonsenseQA: A question answering challenge targeting commonsense knowledge
Alon Talmor, Jonathan Herzig, Nicholas Lourie, and Jonathan Berant. 2019 · 2019
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One homonym per translation
Bradley Hauer and Grzegorz Kondrak. 2020 · 2020
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Commonsense reasoning for natural language processing
Maarten Sap, Vered Shwartz, Antoine Bosselut, Yejin Choi, and Dan Roth. 2020 · 2020
Cited alongside, same era.
Training verifiers to solve math word problems
Karl Cobbe, Vineet Kosaraju, Mohammad Bavarian, Jacob Hilton, Reiichiro Nakano, Christopher Hesse, and John Schulman. 2021 · 2021
Cited alongside, same era.
Modern question answering datasets and benchmarks: A survey
Zhen Wang. 2022 · 2022
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Beyond counting datasets: A survey of multilingual dataset construction and necessary resources
Xinyan Yu, Trina Chatterjee, Akari Asai, Junjie Hu, and Eunsol Choi. 2022 · 2022
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Natural language processing: state of the art, current trends and challenges
Diksha Khurana, Aditya Koli, Kiran Khatter, and Sukhdev Singh. 2023 · 2023
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Enabling programming thinking in large language models toward code generation
Jia Li, Ge Li, Yongmin Li, and Zhi Jin. 2023 · 2023
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A survey of deep learning for mathematical reasoning
Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, and Kai-Wei Chang. 2023 · 2023
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Nicola De Cao, Wilker Aziz, and Ivan Titov. 2021 · 2021
Cited alongside, same era.
Language models as knowledge bases: On entity representations, storage capacity, and paraphrased queries
Benjamin Heinzerling and Kentaro Inui. 2021 · 2021
Cited alongside, same era.
Paraphrase generation: A survey of the state of the art
Jianing Zhou and Suma Bhat. 2021 · 2021
Cited alongside, same era.
Overview of joker@clef 2022: Automatic wordplay and humour translation workshop
Liana Ermakova, Tristan Miller, Fabio Regattin, Anne-Gwenn Bosser, Claudine Borg, Élise Mathurin, Gaëlle Le Corre, Sílvia Araújo, Radia Hannachi, Julien Boccou, Albin Digue, Aurianne Damoy, and Benoît Jeanjean. 2022 · 2022
Cited alongside, same era.
Deep learning for text style transfer: A survey
Di Jin, Zhijing Jin, Zhiting Hu, Olga Vechtomova, and Rada Mihalcea. 2022 · 2022
Cited alongside, same era.
MultiCoNER: A large-scale multilingual dataset for complex named entity recognition
Shervin Malmasi, Anjie Fang, Besnik Fetahu, Sudipta Kar, and Oleg Rokhlenko. 2022 · 2022
Cited alongside, same era.
Emergent abilities of large language models
Jason Wei, Yi Tay, Rishi Bommasani, Colin Raffel, Barret Zoph, Sebastian Borgeaud, Dani Yogatama, Maarten Bosma, Denny Zhou, Donald Metzler, Ed H. Chi, Tatsunori Hashimoto, Oriol Vinyals, Percy Liang, Jeff Dean, and William Fedus. 2022a
Cited in the paper.
Recent advances in deep learning based dialogue systems: A systematic survey
Jinjie Ni, Tom Young, Vlad Pandelea, Fuzhao Xue, and Erik Cambria. 2023 · 2023
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Is chatgpt a general-purpose natural language processing task solver?
Chengwei Qin, Aston Zhang, Zhuosheng Zhang, Jiaao Chen, Michihiro Yasunaga, and Diyi Yang. 2023 · 2023
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Language models are multilingual chain-of-thought reasoners
Freda Shi, Mirac Suzgun, Markus Freitag, Xuezhi Wang, Suraj Srivats, Soroush Vosoughi, Hyung Won Chung, Yi Tay, Sebastian Ruder, Denny Zhou, Dipanjan Das, and Jason Wei. 2023 · 2023
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Llama 2: Open foundation and fine-tuned chat models
Hugo Touvron, Louis Martin, Kevin Stone, Peter Albert, Amjad Almahairi, Yasmine Babaei, Nikolay Bashlykov, Soumya Batra, Prajjwal Bhargava, Shruti Bhosale, Dan Bikel, Lukas Blecher, Cristian Canton Ferrer, Moya Chen, Guillem Cucurull, David Esiobu, Jude Fernandes, Jeremy Fu, Wenyin Fu, Brian Fuller, Cynthia Gao, Vedanuj Goswami, Naman Goyal, Anthony Hartshorn, Saghar Hosseini, Rui Hou, Hakan Inan, Marcin Kardas, Viktor Kerkez, Madian Khabsa, Isabel Kloumann, Artem Korenev, Punit Singh Koura, Marie-Anne Lachaux, Thibaut Lavril, Jenya Lee, Diana Liskovich, Yinghai Lu, Yuning Mao, Xavier Martinet, Todor Mihaylov, Pushkar Mishra, Igor Molybog, Yixin Nie, Andrew Poulton, Jeremy Reizenstein, Rashi Rungta, Kalyan Saladi, Alan Schelten, Ruan Silva, Eric Michael Smith, Ranjan Subramanian, Xiaoqing Ellen Tan, Binh Tang, Ross Taylor, Adina Williams, Jian Xiang Kuan, Puxin Xu, Zheng Yan, Iliyan Zarov, Yuchen Zhang, Angela Fan, Melanie Kambadur, Sharan Narang, Aurelien Rodriguez, Robert Stojnic, Sergey Edunov, and Thomas Scialom. 2023 · 2023
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Llm-powered data augmentation for enhanced crosslingual performance
Chenxi Whitehouse, Monojit Choudhury, and Alham Fikri Aji. 2023 · 2023
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