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%% This BibTeX bibliography file was created using BibDesk.
%% https://bibdesk.sourceforge.io/
%% Created for shukai at 2023-04-25 10:09:42 +0800
%% Saved with string encoding Unicode (UTF-8)
@article{vaswani2017attention,
author = {Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N and Kaiser, {\L}ukasz and Polosukhin, Illia},
date-added = {2023-04-25 10:08:44 +0800},
date-modified = {2023-04-25 10:08:44 +0800},
journal = {Advances in neural information processing systems},
title = {Attention is all you need},
volume = {30},
year = {2017}}
@book{rothman2021transformers,
author = {Rothman, Denis},
date-added = {2023-04-25 10:08:20 +0800},
date-modified = {2023-04-25 10:08:20 +0800},
publisher = {Packt Publishing Ltd},
title = {Transformers for Natural Language Processing: Build innovative deep neural network architectures for NLP with Python, PyTorch, TensorFlow, BERT, RoBERTa, and more},
year = {2021}}
@book{ravichandiran2021getting,
author = {Ravichandiran, Sudharsan},
date-added = {2023-04-25 10:07:50 +0800},
date-modified = {2023-04-25 10:07:50 +0800},
publisher = {Packt Publishing Ltd},
title = {Getting Started with Google BERT: Build and train state-of-the-art natural language processing models using BERT},
year = {2021}}
@book{gerdes2013computational,
author = {Gerdes, Kim and Haji{\v{c}}ov{\'a}, Eva and Wanner, Leo},
date-added = {2023-04-04 21:21:12 +0800},
date-modified = {2023-04-04 21:21:12 +0800},
publisher = {IOS Press},
title = {Computational dependency theory},
volume = {258},
year = {2013}}
@article{zhang2022survey,
author = {Zhang, Wenxuan and Li, Xin and Deng, Yang and Bing, Lidong and Lam, Wai},
date-added = {2023-03-30 13:26:37 +0800},
date-modified = {2023-03-30 13:26:37 +0800},
journal = {IEEE Transactions on Knowledge and Data Engineering},
publisher = {IEEE},
title = {A survey on aspect-based sentiment analysis: tasks, methods, and challenges},
year = {2022}}
@article{liu2023pre,
author = {Liu, Pengfei and Yuan, Weizhe and Fu, Jinlan and Jiang, Zhengbao and Hayashi, Hiroaki and Neubig, Graham},
date-added = {2023-03-30 09:59:29 +0800},
date-modified = {2023-03-30 09:59:29 +0800},
journal = {ACM Computing Surveys},
number = {9},
pages = {1--35},
publisher = {ACM New York, NY},
title = {Pre-train, prompt, and predict: A systematic survey of prompting methods in natural language processing},
volume = {55},
year = {2023}}
@book{liu2020sentiment,
author = {Liu, Bing},
date-added = {2023-03-28 22:27:01 +0800},
date-modified = {2023-03-28 22:27:01 +0800},
publisher = {Cambridge university press},
title = {Sentiment analysis: Mining opinions, sentiments, and emotions},
year = {2020}}
@inproceedings{palmer2014semlink+,
author = {Palmer, Martha and Bonial, Claire and McCarthy, Diana},
booktitle = {Proceedings of Frame Semantics in NLP: A Workshop in Honor of Chuck Fillmore (1929-2014)},
date-added = {2023-03-23 12:04:51 +0800},
date-modified = {2023-03-23 12:04:51 +0800},
pages = {13--17},
title = {Semlink+: Framenet, verbnet and event ontologies},
year = {2014}}
@article{joshi2020spanbert,
author = {Joshi, Mandar and Chen, Danqi and Liu, Yinhan and Weld, Daniel S and Zettlemoyer, Luke and Levy, Omer},
date-added = {2023-03-21 10:53:45 +0800},
date-modified = {2023-03-21 10:53:45 +0800},
journal = {Transactions of the Association for Computational Linguistics},
pages = {64--77},
publisher = {MIT Press},
title = {Spanbert: Improving pre-training by representing and predicting spans},
volume = {8},
year = {2020}}
@phdthesis{zingler2020wordhood,
author = {Zingler, Tim},
date-added = {2023-03-16 12:16:52 +0800},
date-modified = {2023-03-16 12:16:52 +0800},
school = {The University of New Mexico},
title = {Wordhood issues: typology and grammaticalization},
year = {2020}}
@article{sennrich2015neural,
author = {Sennrich, Rico and Haddow, Barry and Birch, Alexandra},
date-added = {2023-03-08 21:46:58 +0800},
date-modified = {2023-03-08 21:46:58 +0800},
journal = {arXiv preprint arXiv:1508.07909},
title = {Neural machine translation of rare words with subword units},
year = {2015}}
@article{zhou2022large,
author = {Zhou, Yongchao and Muresanu, Andrei Ioan and Han, Ziwen and Paster, Keiran and Pitis, Silviu and Chan, Harris and Ba, Jimmy},
date-added = {2023-03-02 13:25:59 +0800},
date-modified = {2023-03-02 13:25:59 +0800},
journal = {arXiv preprint arXiv:2211.01910},
title = {Large language models are human-level prompt engineers},
year = {2022}}
@article{wei2022chain,
author = {Wei, Jason and Wang, Xuezhi and Schuurmans, Dale and Bosma, Maarten and Chi, Ed and Le, Quoc and Zhou, Denny},
date-added = {2023-03-02 13:13:35 +0800},
date-modified = {2023-03-02 13:13:35 +0800},
journal = {arXiv preprint arXiv:2201.11903},
title = {Chain of thought prompting elicits reasoning in large language models},
year = {2022}}
@article{dong2022survey,
author = {Dong, Qingxiu and Li, Lei and Dai, Damai and Zheng, Ce and Wu, Zhiyong and Chang, Baobao and Sun, Xu and Xu, Jingjing and Sui, Zhifang},
date-added = {2023-03-02 13:09:25 +0800},
date-modified = {2023-03-02 13:09:25 +0800},
journal = {arXiv preprint arXiv:2301.00234},
title = {A Survey for In-context Learning},
year = {2022}}
@article{brown2020language,
author = {Brown, Tom and Mann, Benjamin and Ryder, Nick and Subbiah, Melanie and Kaplan, Jared D and Dhariwal, Prafulla and Neelakantan, Arvind and Shyam, Pranav and Sastry, Girish and Askell, Amanda and others},
date-added = {2023-03-02 09:59:01 +0800},
date-modified = {2023-03-02 09:59:01 +0800},
journal = {Advances in neural information processing systems},
pages = {1877--1901},
title = {Language models are few-shot learners},
volume = {33},
year = {2020}}
@conference{baroni2021,
author = {Marco Baroni},
booktitle = {EACL 2021},
date-added = {2023-02-28 09:31:24 +0800},
date-modified = {2023-02-28 09:32:30 +0800},
title = {On the gap between computational and theoretical linguistics},
url = {https://www.virtual2021.eacl.org/plenary_session_keynote_by_marco_baroni.html},
year = {2021},
bdsk-url-1 = {https://www.virtual2021.eacl.org/plenary_session_keynote_by_marco_baroni.html}}
@article{jones2007last,
author = {Jones, Karen Sp{\"a}rck},
date-added = {2023-02-28 09:30:18 +0800},
date-modified = {2023-02-28 09:30:18 +0800},
journal = {Computational linguistics},
number = {3},
pages = {437--441},
title = {Last words: computational linguistics: what about the linguistics?},
volume = {33},
year = {2007}}
@article{church2021future,
author = {Church, Kenneth and Liberman, Mark},
date-added = {2023-02-28 09:29:56 +0800},
date-modified = {2023-02-28 09:29:56 +0800},
journal = {Frontiers in Artificial Intelligence},
pages = {625341},
publisher = {Frontiers Media SA},
title = {The future of computational linguistics: On beyond alchemy},
volume = {4},
year = {2021}}
@book{smith2017introducing,
author = {Smith, Michael Sharwood},
date-added = {2021-11-23 13:00:35 +0800},
date-modified = {2021-11-23 13:00:35 +0800},
publisher = {Cambridge University Press},
title = {Introducing language and cognition: A map of the mind},
year = {2017}}
@article{nastase2015survey,
author = {Nastase, Vivi and Mihalcea, Rada and Radev, Dragomir R},
date-added = {2021-11-05 11:43:36 +0800},
date-modified = {2021-11-05 11:43:36 +0800},
journal = {Natural Language Engineering},
number = {5},
pages = {665--698},
publisher = {Cambridge University Press},
title = {A survey of graphs in natural language processing},
volume = {21},
year = {2015}}
@article{wu2021graph,
author = {Wu, Lingfei and Chen, Yu and Shen, Kai and Guo, Xiaojie and Gao, Hanning and Li, Shucheng and Pei, Jian and Long, Bo},
date-added = {2021-11-05 11:42:29 +0800},
date-modified = {2021-11-05 11:42:29 +0800},
journal = {arXiv preprint arXiv:2106.06090},
title = {Graph Neural Networks for Natural Language Processing: A Survey},
year = {2021}}
@article{shi2019simple,
author = {Shi, Peng and Lin, Jimmy},
date-added = {2021-11-04 22:17:20 +0800},
date-modified = {2021-11-04 22:17:20 +0800},
journal = {arXiv preprint arXiv:1904.05255},
title = {Simple bert models for relation extraction and semantic role labeling},
year = {2019}}
@book{lobner2013understanding,
author = {L{\"o}bner, Sebastian},
date-added = {2021-10-29 10:49:00 +0800},
date-modified = {2021-10-29 10:49:00 +0800},
publisher = {Routledge},
title = {Understanding semantics},
year = {2013}}
@book{guhe2020incremental,
author = {Guhe, Markus},
date-added = {2021-10-29 09:29:13 +0800},
date-modified = {2021-10-29 09:29:13 +0800},
publisher = {Psychology Press},
title = {Incremental conceptualization for language production},
year = {2020}}
@book{lappin2021deep,
author = {Lappin, Shalom},
date-added = {2021-10-21 22:40:51 +0800},
date-modified = {2021-10-21 22:40:51 +0800},
publisher = {CRC Press},
title = {Deep learning and linguistic representation},
year = {2021}}
@article{mikolov2013efficient,
author = {Mikolov, Tomas and Chen, Kai and Corrado, Greg and Dean, Jeffrey},
date-added = {2021-10-08 10:20:44 +0800},
date-modified = {2021-10-08 10:20:44 +0800},
journal = {arXiv preprint arXiv:1301.3781},
title = {Efficient estimation of word representations in vector space},
year = {2013}}
@article{baroni2010distributional,
author = {Baroni, Marco and Lenci, Alessandro},
date-added = {2021-10-08 09:36:01 +0800},
date-modified = {2021-10-08 09:36:01 +0800},
journal = {Computational Linguistics},
number = {4},
pages = {673--721},
publisher = {MIT Press One Rogers Street, Cambridge, MA 02142-1209, USA journals-info~{\ldots}},
title = {Distributional memory: A general framework for corpus-based semantics},
volume = {36},
year = {2010}}
@article{goldberg2014word2vec,
author = {Goldberg, Yoav and Levy, Omer},
date-added = {2021-10-06 14:37:43 +0800},
date-modified = {2021-10-06 14:37:43 +0800},
journal = {arXiv preprint arXiv:1402.3722},
title = {word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method},
year = {2014}}
@article{bojanowski2017enriching,
author = {Bojanowski, Piotr and Grave, Edouard and Joulin, Armand and Mikolov, Tomas},
date-added = {2021-10-05 22:38:46 +0800},
date-modified = {2021-10-05 22:38:46 +0800},
journal = {Transactions of the Association for Computational Linguistics},
pages = {135--146},
publisher = {MIT Press},
title = {Enriching word vectors with subword information},
volume = {5},
year = {2017}}
@unpublished{stone,
author = {Stone, Matthew},
date-added = {2021-09-15 12:40:35 +0800},
date-modified = {2021-09-15 12:41:23 +0800},
title = {Semantics and computational semantics}}
@book{hogan2011cambridge,
author = {Hogan, Patrick Colm},
date-added = {2021-08-23 17:19:06 +0800},
date-modified = {2021-08-23 17:19:06 +0800},
publisher = {Citeseer},
title = {The Cambridge encyclopedia of the language sciences},
year = {2011}}
@article{cheng1999bare,
author = {Cheng, Lisa Lai-Shen and Sybesma, Rint},
date-added = {2020-08-11 21:09:08 +0800},
date-modified = {2020-08-11 21:09:08 +0800},
journal = {Linguistic inquiry},
number = {4},
pages = {509--542},
publisher = {MIT Press},
title = {Bare and not-so-bare nouns and the structure of NP},
volume = {30},
year = {1999}}
@article{chierchia2010mass,
author = {Chierchia, Gennaro},
date-added = {2020-08-11 21:05:10 +0800},
date-modified = {2020-08-11 21:05:10 +0800},
journal = {Synthese},
number = {1},
pages = {99--149},
publisher = {Springer},
title = {Mass nouns, vagueness and semantic variation},
volume = {174},
year = {2010}}
@book{massam2012count,
author = {Massam, Diane},
date-added = {2020-08-10 20:50:31 +0800},
date-modified = {2020-08-10 20:50:31 +0800},
publisher = {Oxford University Press},
title = {Count and mass across languages},
year = {2012}}
@article{winter2016analyze,
author = {Winter, Bodo and Wieling, Martijn},
date-added = {2019-12-20 11:37:29 +0800},
date-modified = {2019-12-20 11:37:29 +0800},
journal = {Journal of Language Evolution},
number = {1},
pages = {7--18},
publisher = {Oxford University Press},
title = {How to analyze linguistic change using mixed models, Growth Curve Analysis and Generalized Additive Modeling},
volume = {1},
year = {2016}}
@article{liu2013chinese,
author = {Liu, Ping-Ping and Li, Wei-Jun and Lin, Nan and Li, Xing-Shan},
date-added = {2019-11-19 15:47:48 +0800},
date-modified = {2019-11-19 15:47:48 +0800},
journal = {PloS one},
number = {2},
pages = {e55440},
publisher = {Public Library of Science},
title = {Do Chinese readers follow the national standard rules for word segmentation during reading?},
volume = {8},
year = {2013}}
@article{Imai_2010,
author = {Imai, Mutsumi and Saalbach, Henrik},
date-added = {2019-11-19 15:46:26 +0800},
date-modified = {2019-11-19 15:46:26 +0800},
doi = {10.1093/acprof:oso/9780195311129.003.0008},
isbn = {9780195311129},
journal = {Words and the Mind},
month = {Feb},
pages = {138--164},
publisher = {Oxford University Press},
title = {Categories in Mind and Categories in Language},
url = {http://dx.doi.org/10.1093/acprof:oso/9780195311129.003.0008},
year = {2010},
bdsk-url-1 = {http://dx.doi.org/10.1093/acprof:oso/9780195311129.003.0008}}
@misc{Palmer05,
author = {Martha Palmer and Christiane Fellbaum},
date-added = {2019-11-19 15:16:08 +0800},
date-modified = {2019-11-19 15:16:23 +0800},
title = {Making fine-grained and coarse-grained sense},
year = {2005}}
@article{weischedel2011ontonotes,
author = {Weischedel, Ralph and Hovy, Eduard and Marcus, Mitchell and Palmer, Martha and Belvin, Robert and Pradhan, Sameer and Ramshaw, Lance and Xue, Nianwen},
date-added = {2019-11-19 15:10:41 +0800},
date-modified = {2019-11-19 15:10:41 +0800},
journal = {Handbook of Natural Language Processing and Machine Translation. Springer},
pages = {59},
title = {OntoNotes: A large training corpus for enhanced processing},
year = {2011}}
@inproceedings{mulkar2011granularity,
author = {Mulkar-Mehta, Rutu and Hobbs, Jerry and Hovy, Eduard},
booktitle = {Proceedings of the Ninth International Conference on Computational Semantics},
date-added = {2019-11-19 12:27:11 +0800},
date-modified = {2019-11-19 12:27:11 +0800},
organization = {Association for Computational Linguistics},
pages = {360--364},
title = {Granularity in natural language discourse},
year = {2011}}
@article{yao2013granular,
author = {Yao, Jing Tao and Vasilakos, Athanasios V and Pedrycz, Witold},
date-added = {2019-11-19 10:56:30 +0800},
date-modified = {2019-11-19 10:56:30 +0800},
journal = {IEEE Transactions on Cybernetics},
number = {6},
pages = {1977--1989},
publisher = {IEEE},
title = {Granular computing: perspectives and challenges},
volume = {43},
year = {2013}}
@inproceedings{yao2005perspectives,
author = {Yao, Yiyu},
booktitle = {2005 IEEE international conference on granular computing},
date-added = {2019-11-19 10:53:48 +0800},
date-modified = {2019-11-19 10:53:48 +0800},
organization = {IEEE},
pages = {85--90},
title = {Perspectives of granular computing},
volume = {1},
year = {2005}}
@article{liu2017fuzzy,
author = {Liu, Han and Cocea, Mihaela},
date-added = {2019-11-18 12:49:06 +0800},
date-modified = {2019-11-18 12:49:06 +0800},
journal = {Granular Computing},
number = {4},
pages = {289--302},
publisher = {Springer},
title = {Fuzzy information granulation towards interpretable sentiment analysis},
volume = {2},
year = {2017}}
@book{goddard2011semantic,
author = {Goddard, Cliff},
date-added = {2019-09-23 14:56:23 +0800},
date-modified = {2019-09-23 14:56:23 +0800},
publisher = {Oxford University Press},
title = {Semantic analysis: A practical introduction},
year = {2011}}
@article{nobile2011,
author = {Nobile, Luca},
date-added = {2019-09-23 12:25:33 +0800},
date-modified = {2019-09-23 12:25:41 +0800},
journal = {Semblance and Signification},
pages = {101},
publisher = {John Benjamins Publishing},
title = {Words in the mirror},
volume = {10},
year = {2011}}