Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science

著者: Lillian Lee, Lars Backstrom, Justin Cheng, Eunsol Choi, Cristian Danescu-Niculescu-Mizil, Jon Kleinberg, Bo Pang, Jennifer Spindel, Justin Grimmer, Sali Tagliamonte, Noah Smith, Claire Cardie, Anne Washington, John Wilkerson, Wei Chen, Vasileios Lampos, Daniel Preot iuc-Pietro, Sina Samangooei, Douwe Gelling, Trevor Cohn, Andrew Salway, Samia Touileb, Endre Tvinnereim, Miriam Boon, Bruno Wueest, Gerold Schneider, Michael Amsler, Jasy Liew, Suet Yan, Nancy Mccracken, Shichun Zhou, Kevin Crowston, Vinodkumar Prabhakaran, Ashima Arora, Owen Rambow, Charley Beller, Craig Harman, Benjamin Van Durme, Bjrn Hyland, Jean-Franc ois Godbout, Emanuele Lapponi, Erik Velldal, Yoon Kim, Yi-I Chiu, Kentaro Hanaki, Darshan Hegde, Slav Petrov, Alix Rule, Zhongyu Wang, Rupayan Basu, Mohamed Altantawy, Lars Backstrom, Jon Kleinberg, Lillian Lee, Cristian Danescu-Niculescu-Mizil, Eunsol Choi, Chenhao Tan, Lillian Lee, Cristian Danescu-Niculescu-Mizil, Jennifer Spindel, Cristian Danescu-Niculescu-Mizil, Justin Cheng, Jon Kleinberg, Lillian Lee, Chenhao Tan, Lillian Lee, Chenhao Tan, Lillian Lee, Bo Pang, A Sali, Alexandra D' Tagliamonte, Arcy, A Sali, Tagliamonte, Ccilia Zirn, Michael Schfer, Simone Paolo Ponzetto, Michael Strube, Saga Buvae, Ian Mason, Wei Chen, Eric Fosler-Lussier, Xiao, Ningchuan, Raje, Satyajeet, Ramnath, Rajiv, Sui, Daniel, De Marneffe, Marie-Catherine, Maccartney, Bill, Manning, D Christopher, Ahmed Elgammal, Duraiswami, Ramani, David Harwood, Davis, S Larry, Christopher Manning, Daniel Montello, Goodchild, F Michael, Jonathon Gottsegen, Peter Fohl, Michael Smith, Susan Ellenberg, Bell, M Louis, Rubin, M David, Susan Thrall, Elshaw, R Bentley, Alberto Acerbi, Paul Ormerod, Vasileios Lampos, Johan Bollen, Huina Mao, Munmun De Choudhury, Scott Counts, Eric Horvitz, Ilias Flaounas, Marco Turchi, Omar Ali, Nick Fyson, Tijl De Bie, Nick Mosdell, Justin Lewis, Nello Cristianini, Sarah Gelper, Christophe Croux, Arthur Hoerl, Robert Kennard, Vasileios Lampos, Nello Cristianini, Vasileios Lampos, Daniel Preot iuc-Pietro, Trevor Cohn, Carolyn Lin, Michael Salwen, Bruce Garrison, Paul Driscoll, Seungahn Nah, Deborah Chung, O' Brendan, Ramnath Connor, Bryan Balasubramanyan, Noah Routledge, Smith, Michael Paul, Mark Dredze, Robert Schumaker, Hsinchun Chen, H Schwartz, Johannes Eichstaedt, Margaret Kern, Lukasz Dziurzynski, Stephanie Ramones, Megha Agrawal, Achal Shah, Michal Kosinski, David Stillwell, Martin Seligman, Lyle Ungar, Robert Tibshirani, Hui Zou, Trevor Hastie, Carlos Castillo, Marcelo Mendoza, Barbara Poblete, Zhiyuan Cheng, James Caverlee, Kyumin Lee, Bertrand De Longueville, Robin Smith, Gianluca Luraschi, Jacob Eisenstein, O' Brendan, Noah Connor, Eric Smith, Xing, Bo Han, Paul Cook, Timothy Baldwin, Shamanth Kumar, Fred Morstatter, Reza Zafarani, Huan Liu, Jianhua Lin, Fred Morstatter, Jrgen Pfeffer, Huan Liu, Kathleen Carley, Olutobi Owoputi, O' Brendan, Chris Connor, Kevin Dyer, Nathan Gimpel, Noah Schneider, Smith, Alan Ritter, Sam Clark, Mausam, Oren Etzioni, Stephen Roller, Michael Speriosu, Sarat Rallapalli, Benjamin Wing, Jason Baldridge, Sudha Verma, Sarah Vieweg, William Corvey, Leysia Palen, Martha James H Martin, Aaron Palmer, Kenneth Schram, Anderson Mark, Benjamin Wing, Jason Baldridge, Stefanie Bailer, Paula Castro, Lena Hrnlein, Katharina Michaelowa, Fernando Arianna D'ulizia, Patrizia Ferri, Grifoni, Oren Etzioni, Michele Banko, Stephen Soderland, Daniel Weld, Justin Grimmer, Brandon Stewart, Zellig Harris, Eileen Riloff, Satoski Sekine, Jonathan Slapin, Sven-Oliver Proksch, Zach Solan, David Horn, Eytan Ruppin, Shimon Edelman, Florian Weiler, Cliff Lampe, R Garrett, J Delano, Noemie Mcfarlane, Rita Elhadad, Kukafka, Kenneth Abbott, Duncan Snidal, Alexandra Balahur, Ralf Steinberger, Erik Van Der Goot, Bruno Pouliquen, Mijail Kabadjov, Alexandra Balahur, Ralf Steinberger, Mijail Kabadjov, Vanni Zavarella, Erik Van Der Goot, Matina Halkia, Bruno Pouliquen, Jenya Belyaeva, Madalina Busuioc, Robert Dahl, Scott Deerwester, Susan Dumais, George Furnas, Thomas Landauer, Richard Harshman, Andreas Follesdal, Simon Hix, Matthiew Gentzkow, Jesse Shapiro, Fabrizio Gilardi, Yuening Hu, Jordan Boyd-Graber, Brianna Satinoff, Christine Kelleher, David Lowery, Robert Keohane, Stephen Macedo, Andrew Moravcsik, Bing Liu, Lei Zhang, Martin Lodge, Martino Maggetti, Giandomenico Majone, Jrg Matthes, Matthias Kohring, Bo Pang, Lillian Lee, Fabio Rinaldi, Gerold Schneider, Simon Clematide, Klaus Rothenhusler, Hinrich Schtze, Gerold Schneider, Kaarel Kaljurand, Fabio Rinaldi, Hinrich Schtze, Maite Taboada, Julian Brooke, Milan Tofiloski, Kimberly Voll, Manfred Stede, Jan Wouter Van Atteveldt, Nel Kleinnijenhuis, Ruigrok, Stefaan Walgrave, Stuart Soroka, Michiel Nuytemans, Lei Zhang, Bing Liu, G Broadwell, J Stromer-Galley, T Strzalkowski, S Shaikh, S Taylor, T Liu, U Boz, A Elia, L Jiao, N Webb, K Crowston, E Allen, R Heckman, P Dnmez, C Ros, K Stegmann, A Weinberger, F Fischer, M Evans, W Mcintosh, J Lin, C Cates, W Evans, J Grimmer, B Stewart, E Ishita, D Oard, K Fleischmann, A.-S Cheng, T Templeton, J Liew, N Mccracken, K Crowston, N Misiolek, K Crowston, J Seymour, H Zhu, R Kraut, Y.-C Wang, A Kittur, Charley Beller, Rebecca Knowles, Craig Harman, Shane Bergsma, Margaret Mitchell, Benjamin Van Durme, Shane Bergsma, Benjamin Van Durme, Shane Bergsma, Dekang Lin, Randy Goebel, John Burger, John Henderson, George Kim, Guido Zarrella, Kenneth Church, Patrick Hanks, Stephen Clark, David Weir, Ido Dagan, Lillian Lee, Fernando Cn Pereira, Katrin Erk, Rong-En Fan, Kai-Wei Chang, Cho-Jui Hsief, Xiang-Rui Wang, Chih-Jen Lin, Nikesh Garera, David Yarowsky, Daniel Gildea, Daniel Jurafsky, Liliane Haegeman, Tabea Ihsane, Liliane Haegeman, L Larry, Fergus Jacoby, Ian Craik, Begg, Long Jiang, Mo Yu, Xiaohua Liu, Tiejun Zhao, Hang Li, Naoki Abe, Marc Light, Warren Greiff, Dekang Lin, Kenneth Church, Heng Ji, Satoshi Sekine, David Yarowsky, Shane Bergsma, Kailash Patil, Emily Pitler, Rachel Lathbury, Vikram Rao, Kapil Dalwani, Sushant Narsale, Donna Jo, Napoli, Patrick Pantel, Rahul Bhagat, Bonaventura Coppola, Timothy Chklovski, Eduard Hovy, Delip Rao, David Yarowsky, Abhishek Shreevats, Manaswi Gupta, Philip Resnik, Philip Resnik, Alan Ritter, Oren Masaum, Etzioni, Mats Rooth, Stefan Riezler, Detlef Prescher, Glenn Carroll, Franz Beil, Kate Scott, Benjamin Van Durme, Andrew Weir, Faiyaz Al Zamal, Wendy Liu, Derek Ruths, Corinna Cortes, Vladimir Vapnik, Koby Crammer, Yoram Singer, Stewart Grimmer, Justin Grimmer, Brandon Stewart, Hyland, Simon Hix, Bjrn Hyland, Godbout Hyland, Bjrn Hyland, Jean-Franc ois Godbout, Bjrn Hyland, Indraneel Sircar, Simon Hix, Benoit Mcelroy, Gail Mcelroy, Kenneth Benoit, Ioannis Tsochantaridis, Thomas Hofmann, Thorsten Joachims, Yasemin Altun, Y Bengio, R Ducharme, P Vincent, D Blei, A Ng, M Jordan, J Lafferty, R Collobert, J Weston, L Bottou, M Karlen, K Kavukcuglu, P Kuksa, S Deerwester, S Dumais, G Furnas, T Landauer, R Harshman, K Gulordava, M Baroni, E Lieberman, J Michel, J Jackson, T Tang, M Nowak, Y Lin, J Michel, E Aiden, J Orwant, W Brockman, S Petrov, J Michel, Y Shen, A Aiden, A Veres, M Gray, J Pickett, D Hoiberg, D Clancy, P Norvig, J Orwant, S Pinker, M Nowak, E Aiden, R Mihalcea, V Nastase, T Mikolov, M Karafiat, L Burget, J Cernocky, S Khudanpur, T Mikolov, W Yih, G Zweig, O Popescu, C Strapparava, E Sagi, S Kaufmann, B Clark, D Wijaya, R Yeniterzi, W Yih, K Toutanova, J Platt, C Meek, X Angel, Christopher Chang, Manning, Mary Mitchell P Marcus, Ann Marcinkiewicz, Beatrice Santorini, Alain Quemin, Alain Quemin, Alix Rule, Philipp Brandt, Kristina Toutanova, Dan Klein, Christopher Manning, Yoram Singer, Edgar Mordechai, Velthius - 2014 被引用: 21

Louis Armstrong (is said to have) said, "I don't need words -it's all in the phrasing". As someone who does natural-language processing for a living, I'm a big fan of words; but lately, my collaborators and I have been studying aspects of phrasing (in the linguistic, rather than musical sense) that go beyond just the selection of one particular word over another. I'll describe some of these projects in this talk. The issues we'll consider include: Does the way in which something is worded in and of itself have an effect on whether it is remembered or attracts attention, beyond its content or context? Can we characterize how different sides in a debate frame their arguments, in a way that goes beyond specific lexical choice (e.g., "pro-choice" vs. "pro-life")? The settings we'll explore range from movie quotes that achieve cultural prominence; to posts on Facebook, Wikipedia, Twitter, and the arXiv; to framing in public discourse on the inclusion of geneticallymodified organisms in food.