SlowGuess/ACL_2020_OCR huggingface dataset:
David Bamman, Jacob Eisenstein, and Tyler Schnoebelen. 2014. Gender identity and lexical variation in social media. Journal of Sociolinguistics, 18(2):135-160.
David Bamman and Noah A Smith. 2015. Contextualized sarcasm detection on Twitter. In Ninth International AAAI Conference on Web and Social Media.
Emily M. Bender and Batya Friedman. 2018. Data statements for natural language processing: Toward mitigating system bias and enabling better science. Transactions of the Association for Computational Linguistics, 6:587-604.
Adrian Benton, Raman Arora, and Mark Dredze. 2016. Learning multiview embeddings of twitter users. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 14-19, Berlin, Germany. Association for Computational Linguistics.
Adrian Benton, Margaret Mitchell, and Dirk Hovy. 2017. Multitask learning for mental health conditions with limited social media data. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pages 152-162, Valencia, Spain. Association for Computational Linguistics.
David Bracewell, Marc Tomlinson, and Hui Wang. 2012. Identification of social acts in dialogue. In Proceedings of COLING 2012, pages 375-390, Mumbai, India. The COLING 2012 Organizing Committee.
Philip Bramsen, Martha Escobar-Molano, Ami Patel, and Rafael Alonso. 2011. Extracting social power relationships from natural language. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 773-782, Portland, Oregon, USA. Association for Computational Linguistics.
Eric Brill and Raymond J Mooney. 1997. An overview of empirical natural language processing. AI magazine, 18(4):13-13.
Mary Bucholtz and Kira Hall. 2005. Identity and interaction: A sociocultural linguistic approach. *Discourse studies*, 7(4-5):585-614.
John D Burger, John Henderson, George Kim, and Guido Zarrella. 2011. Discriminating gender on Twitter. In Proceedings of the conference on empirical methods in natural language processing, pages 1301-1309. Association for Computational Linguistics.
Jaime G Carbonell and Jade Goldstein. 1998. The use of mmr, diversity-based reranking for reordering documents and producing summaries. In SIGIR, volume 98, pages 335-336.
Jordan Carpenter, Daniel Preotiac-Pietro, Lucie Flekova, Salvatore Giorgi, Courtney Hagan, Margaret L Kern, Anneke EK Buffone, Lyle Ungar, and Martin EP Seligman. 2017. Real men don't say "cute" using automatic language analysis to isolate inaccurate aspects of stereotypes. Social Psychological and Personality Science, 8(3):310-322.
Timothy Chklovski and Rada Mihalcea. 2003. Exploiting agreement and disagreement of human annotators for word sense disambiguation. In Proceedings of RANLP 2003.
Glen Coppersmith, Mark Dredze, and Craig Harman. 2014. Quantifying mental health signals in Twitter. In Proceedings of the workshop on computational linguistics and clinical psychology: From linguistic signal to clinical reality, pages 51-60.
Marta R Costa-jussa, Christian Hardmeier, Will Radford, and Kellie Webster. 2019. Proceedings of the first workshop on gender bias in natural language processing. In Proceedings of the First Workshop on Gender Bias in Natural Language Processing.
Gianmarco De Francisci Morales, Aristides Gionis, and Claudio Lucchese. 2012. From chatter to headlines: harnessing the real-time web for personalized news recommendation. In Proceedings of the fifth ACM international conference on Web search and data mining, pages 153-162. ACM.
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of deep bidirectional transformers for language understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), pages 4171-4186, Minneapolis, Minnesota. Association for Computational Linguistics.
Zhicheng Dou, Ruihua Song, and Ji-Rong Wen. 2007. A large-scale evaluation and analysis of personalized search strategies. In Proceedings of the 16th international conference on World Wide Web, pages 581-590. ACM.
Esin Durmus and Claire Cardie. 2018. Exploring the role of prior beliefs for argument persuasion. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), pages 1035-1045, New Orleans, Louisiana. Association for Computational Linguistics.
Cynthia Dwork. 2008. Differential privacy: A survey of results. In International conference on theory and applications of models of computation, pages 1-19. Springer.
Penelope Eckert. 2012. Three waves of variation study: The emergence of meaning in the study of sociolinguistic variation. Annual review of Anthropology, 41:87-100.
7833
Penelope Eckert and Sally McConnell-Ginet. 2013. Language and gender. Cambridge University Press.
Jacob Eisenstein. 2013. What to do about bad language on the internet. In Proceedings of the 2013 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 359-369, Atlanta, Georgia. Association for Computational Linguistics.
Jacob Eisenstein, Brendan O'Connor, Noah A Smith, and Eric P Xing. 2010. A latent variable model for geographic lexical variation. In Proceedings of the 2010 conference on empirical methods in natural language processing, pages 1277-1287. Association for Computational Linguistics.
Golnoosh Farnadi, Jie Tang, Martine De Cock, and Marie-Francine Moens. 2018. User profiling through deep multimodal fusion. In Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM '18, pages 171-179, New York, NY, USA. ACM.
Katja Filippova. 2012. User demographics and language in an implicit social network. In Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, EMNLP-CoNLL '12, pages 1478-1488, Stroudsburg, PA, USA. Association for Computational Linguistics.
Kevin Gimpel, Nathan Schneider, Brendan O'Connor, Dipanjan Das, Daniel Mills, Jacob Eisenstein, Michael Heilman, Dani Yogatama, Jeffrey Flanigan, and Noah A. Smith. 2011. Part-of-speech tagging for twitter: Annotation, features, and experiments. In Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, pages 42-47, Portland, Oregon, USA. Association for Computational Linguistics.
Aditya Grover and Jure Leskovec. 2016. Node2vec: Scalable feature learning for networks. In Proceedings of the 22Nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD '16, pages 855-864, New York, NY, USA. ACM.
Sharath Chandra Guntuku, David B Yaden, Margaret L Kern, Lyle H Ungar, and Johannes C Eichstaedt. 2017. Detecting depression and mental illness on social media: an integrative review. *Current Opinion in Behavioral Sciences*, 18:43-49.
Ido Guy, Naama Zwerdling, David Carmel, Inbal Ronen, Erel Uziel, Sivan Yogev, and Shila Ofek-Koifman. 2009. Personalized recommendation of social software items based on social relations. In Proceedings of the third ACM conference on Recommender systems, pages 53-60. ACM.
Ido Guy, Naama Zwerdling, Inbal Ronen, David Carmel, and Erel Uziel. 2010. Social media recommendation based on people and tags. In Proceedings
of the 33rd international ACM SIGIR conference on Research and development in information retrieval, pages 194-201. ACM.
Vrindavan Harrison, Lena Reed, Shereen Oraby, and Marilyn Walker. 2019. Maximizing stylistic control and semantic accuracy in NLG: Personality variation and discourse contrast. arXiv preprint arXiv:1907.09527.
Claire Hewson and Tom Buchanan. 2013. Ethics guidelines for internet-mediated research. The British Psychological Society.
J Holmes and M Meyerhoff. 2008. The handbook of language and gender (vol. 25). Hoboken, NJ: Wiley.
Dirk Hovy. 2015. Demographic factors improve classification performance. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 752-762, Beijing, China. Association for Computational Linguistics.
Dirk Hovy. 2018. The social and the neural network: How to make natural language processing about people again. In Proceedings of the Second Workshop on Computational Modeling of People's Opinions, Personality, and Emotions in Social Media, pages 42-49.
Dirk Hovy and Shannon L Spruit. 2016. The social impact of natural language processing. In Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), pages 591-598.
Jeremy Howard and Sebastian Ruder. 2018. Universal language model fine-tuning for text classification. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 328-339, Melbourne, Australia. Association for Computational Linguistics.
Alexei V Ivanov, Giuseppe Riccardi, Adam J Sporka, and Jakub Franc. 2011. Recognition of personality traits from human spoken conversations. In Twelfth Annual Conference of the International Speech Communication Association.
Shaoxiong Ji, Shirui Pan, Guodong Long, Xue Li, Jing Jiang, and Zi Huang. 2019. Learning private neural language modeling with attentive aggregation. In 2019 International Joint Conference on Neural Networks (IJCNN), pages 1-8. IEEE.
Hans Jonas. 1983. Das prinzip verantwortung. versuch einer ethik für die technologische zivilisation. Zeitschrift für Philosophische Forschung, 37(1):144-147.
Diane Kelly et al. 2009. Methods for evaluating interactive information retrieval systems with users. Foundations and Trends in Information Retrieval, 3(1-2):1-224.
David A Kenny and Linda Albright. 1987. Accuracy in interpersonal perception: a social relations analysis. Psychological bulletin, 102(3):390.
Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Hassan Awadallah, Aidan C Crook, Imed Zitouni, and Tasos Anastasakos. 2016. Understanding user satisfaction with intelligent assistants. In Proceedings of the 2016 ACM on Conference on Human Information Interaction and Retrieval, pages 121-130. ACM.
Dan Klein and Christopher D Manning. 2003. Fast exact inference with a factored model for natural language parsing. In S. Becker, S. Thrun, and K. Obermayer, editors, Advances in Neural Information Processing Systems 15, pages 3-10. MIT Press.
Ron Kohavi, Alex Deng, Roger Longbotham, and Ya Xu. 2014. Seven rules of thumb for web site experimenters. In Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 1857-1866. ACM.
Corina Koolen and Andreas van Cranenburg. 2017. These are not the stereotypes you are looking for: Bias and fairness in authorial gender attribution. In Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, pages 12-22, Valencia, Spain. Association for Computational Linguistics.
Vasileios Lampos, Nikolaos Aletras, Daniel Preotius-Pietro, and Trevor Cohn. 2014. Predicting and characterising user impact on Twitter. In 14th conference of the European chapter of the Association for Computational Linguistics 2014, EACL 2014, pages 405-413.
Yunfei Long, Qin Lu, Rong Xiang, Minglei Li, and Chu-Ren Huang. 2017. Fake news detection through multi-perspective speaker profiles. In Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 2: Short Papers), pages 252-256, Taipei, Taiwan. Asian Federation of Natural Language Processing.
Stephanie Lukin, Pranav Anand, Marilyn Walker, and Steve Whittaker. 2017. Argument strength is in the eye of the beholder: Audience effects in persuasion. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers, pages 742-753.
Veronica Lynn, Youngseo Son, Vivek Kulkarni, Niranjan Balasubramanian, and H Andrew Schwartz. 2017. Human centered nlp with user-factor adaptation. In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, pages 1146-1155.
François Mairesse, Marilyn A Walker, Matthias R Mehl, and Roger K Moore. 2007. Using linguistic cues for the automatic recognition of personality in conversation and text. Journal of artificial intelligence research, 30:457-500.
Christopher D Manning, Christopher D Manning, and Hinrich Schütze. 1999. Foundations of statistical natural language processing. MIT press.
Dejan Markovikj, Sonja Gievka, Michal Kosinski, and David J Stillwell. 2013. Mining facebook data for predictive personality modeling. In Seventh International AAAI Conference on Weblogs and Social Media.
Puneet Mathur, Rajiv Shah, Ramit Sawhney, and Debanjan Mahata. 2018. Detecting offensive tweets in Hindi-English code-switched language. In Proceedings of the Sixth International Workshop on Natural Language Processing for Social Media, pages 18–26, Melbourne, Australia. Association for Computational Linguistics.
Nicolaas Matthijs and Filip Radlinski. 2011. Personalizing web search using long term browsing history. In Proceedings of the fourth ACM international conference on Web search and data mining, pages 25-34. ACM.
H Brendan McMahan, Daniel Ramage, Kunal Talwar, and Li Zhang. 2017. Learning differentially private recurrent language models. arXiv preprint arXiv:1710.06963.
Miller McPherson, Lynn Smith-Lovin, and James M Cook. 2001. Birds of a feather: Homophily in social networks. Annual review of sociology, 27(1):415-444.
Bradley N. Miller, John T. Riedl, and Joseph A. Konstan. 1997. Experiences with grouplens: Marking usenet useful again. In Proceedings of the Annual Conference on USENIX Annual Technical Conference, ATEC '97, pages 17-17, Berkeley, CA, USA. USENIX Association.
Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, and Ekaterina Shutova. 2018. Author profiling for abuse detection. In Proceedings of the 27th International Conference on Computational Linguistics, pages 1088-1098, Santa Fe, New Mexico, USA. Association for Computational Linguistics.
Rohan Mishra, Pradyumn Prakhar Sinha, Ramit Sawhney, Debanjan Mahata, Puneet Mathur, and Rajiv Ratn Shah. 2019. SNAP-BATNET: Cascading author profiling and social network graphs for suicide ideation detection on social media. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, pages 147-156, Minneapolis, Minnesota. Association for Computational Linguistics.
Thomas Morton, Joern Kottmann, Jason Baldridge, and Gann Bierner. 2005. Opennlp: A java-based nlp toolkit. In Proc. EACL.
7835
Arjun Mukherjee and Bing Liu. 2010. Improving gender classification of blog authors. In Proceedings of the 2010 conference on Empirical Methods in natural Language Processing, pages 207-217. Association for Computational Linguistics.
Dong Nguyen, Noah A Smith, and Carolyn P Rose. 2011. Author age prediction from text using linear regression. In Proceedings of the 5th ACL-HLT Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities, pages 115-123. Association for Computational Linguistics.
Dong Nguyen, Dolf Trieschnigg, A. Seza Dogruoz, Rilana Gravel, Mariet Theune, Theo Meder, and Franciska de Jong. 2014. Why gender and age prediction from tweets is hard: Lessons from a crowdsourcing experiment. In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pages 1950-1961, Dublin, Ireland. Dublin City University and Association for Computational Linguistics.
Shereen Oraby, Lena Reed, Shubhangi Tandon, TS Sharath, Stephanie Lukin, and Marilyn Walker. 2018. Controlling personality-based stylistic variation with neural natural language generators. In Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue, pages 180-190.
Jiaqi Pan, Rishabh Bhardwaj, Wei Lu, Hai Leong Chieu, Xinghao Pan, and Ni Yi Puay. 2019. Twitter homophily: Network based prediction of user's occupation. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 2633-2638, Florence, Italy. Association for Computational Linguistics.
Gregory Park, H Andrew Schwartz, Johannes C Eichstaedt, Margaret L Kern, Michal Kosinski, David J Stillwell, Lyle H Ungar, and Martin EP Seligman. 2015. Automatic personality assessment through social media language. Journal of personality and social psychology, 108(6):934.
Ellie Pavlick and Tom Kwiatkowski. 2019. Inherent disagreements in human textual inferences. Transactions of the Association for Computational Linguistics, 7:677-694.
Matthew Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, and Luke Zettlemoyer. 2018. Deep contextualized word representations. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers), pages 2227-2237, New Orleans, Louisiana. Association for Computational Linguistics.
Barbara Plank, Dirk Hovy, and Anders Søgaard. 2014. Learning part-of-speech taggers with inter-annotator agreement loss. In Proceedings of the 14th Conference of the European Chapter of the Association for
Computational Linguistics, pages 742-751, Gothenburg, Sweden. Association for Computational Linguistics.
Martin Potthast, Johannes Kiesel, Kevin Reinartz, Janek Bevendorff, and Benno Stein. 2018. A stylistometric inquiry into hyperpartisan and fake news. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), pages 231-240.
Vinodkumar Prabhakaran, Owen Rambow, and Mona Diab. 2012. Who's (really) the boss? perception of situational power in written interactions. In Proceedings of COLING 2012, pages 2259-2274, Mumbai, India. The COLING 2012 Organizing Committee.
Daniel Preotić-Pietro, Vasileios Lampos, and Nikolaos Aletras. 2015. An analysis of the user occupational class through twitter content. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), pages 1754-1764, Beijing, China. Association for Computational Linguistics.
Jing Qian, Mai ElSherief, Elizabeth Belding, and William Yang Wang. 2018. Leveraging intra-user and inter-user representation learning for automated hate speech detection. In Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers), pages 118-123, New Orleans, Louisiana. Association for Computational Linguistics.
Jiezhong Qiu, Yuxiao Dong, Hao Ma, Jian Li, Kuansan Wang, and Jie Tang. 2018. Network embedding as matrix factorization: Unifying deepwalk, line, pte, and node2vec. In Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM '18, pages 459-467, New York, NY, USA. ACM.
Delip Rao, David Yarowsky, Abhishek Shreevats, and Manaswi Gupta. 2010. Classifying latent user attributes in Twitter. In Proceedings of the 2nd international workshop on Search and mining user-generated contents, pages 37-44. ACM.
Paul Resnick, Neophytos Iacovou, Mitesh Suchak, Peter Bergstrom, and John Riedl. 1994. Groupens: an open architecture for collaborative filtering of netnews. In Proceedings of the 1994 ACM conference on Computer supported cooperative work, pages 175-186. ACM.
Phillip Rogaway. 2015. The moral character of cryptographic work. IACR Cryptology ePrint Archive, 2015:1162.
Laurie A Rudman and Peter Glick. 2012. The social psychology of gender: How power and intimacy shape gender relations. Guilford Press.
7836
Mark Sanderson and W Bruce Croft. 2012. The history of information retrieval research. Proceedings of the IEEE, 100(Special Centennial Issue):1444-1451.
Maarten Sap, Gregory Park, Johannes Eichstaedt, Margaret Kern, David Stillwell, Michal Kosinski, Lyle Ungar, and Hansen Andrew Schwartz. 2014. Developing age and gender predictive lexica over social media. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), pages 1146-1151, Doha, Qatar. Association for Computational Linguistics.
Akira Sasaki, Kazuaki Hanawa, Naoaki Okazaki, and Kentaro Inui. 2018. Predicting stances from social media posts using factorization machines. In Proceedings of the 27th International Conference on Computational Linguistics, pages 3381-3390, Santa Fe, New Mexico, USA. Association for Computational Linguistics.
Jonathan Schler, Moshe Koppel, Shlomo Argamon, and James W Pennebaker. 2006. Effects of age and gender on blogging. In AAAI spring symposium: Computational approaches to analyzing weblogs, volume 6, pages 199-205.
H Andrew Schwartz, Johannes C Eichstaedt, Margaret L Kern, Lukasz Dziurzynski, Stephanie M Ramones, Megha Agrawal, Achal Shah, Michal Kosinski, David Stillwell, Martin EP Seligman, et al. 2013. Personality, gender, and age in the language of social media: The open-vocabulary approach. PloS one, 8(9):e73791.
Katie Shilton and Sheridan Sayles. 2016. "we aren't all going to be on the same page about ethics": Ethical practices and challenges in research on digital and social media. In 2016 49th Hawaii International Conference on System Sciences (HICSS), pages 1909-1918. IEEE.
Charese Smiley, Frank Schilder, Vassilis Plachouras, and Jochen L. Leidner. 2017. Say the right thing right: Ethics issues in natural language generation systems. In Proceedings of the First ACL Workshop on Ethics in Natural Language Processing, pages 103-108, Valencia, Spain. Association for Computational Linguistics.
Christian Stab and Iryna Gurevych. 2014. Annotating argument components and relations in persuasive essays. In Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers, pages 1501-1510.
Chris Sumner, Alison Byers, Rachel Boochever, and Gregory J Park. 2012. Predicting dark triad personality traits from Twitter usage and a linguistic analysis of tweets. In 2012 11th International Conference on Machine Learning and Applications, volume 2, pages 386-393. IEEE.
Rachael Tatman. 2017. Gender and dialect bias in youtube's automatic captions. In Proceedings of the