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Large language models (LLMs) have been shown to perform well at a variety of syntactic, discourse, and reasoning tasks.
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
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Philosophical Investigations
Ludwig Wittgenstein. 1953 · 1953
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Jokes and their relation to the unconscious
Sigmund Freud. 1960 · 1960
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Regular polysemy
Ju D Apresjan. 1974 · 1974
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Logic and conversation
Herbert P Grice. 1975 · 1975
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Comparison of the predicted and observed secondary structure of t4 phage lysozyme
B.W. Matthews. 1975 · 1975
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Ideology in interpersonal communication: Off the couch and into the world
Malcolm R. Parks. 1981 · 1981
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The polyserial correlation coefficient
Ulf Olsson, Fritz Drasgow, and Neil J Dorans. 1982 · 1982
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Idioms in English: A pragmatic analysis , volume 183
Jürg Strässler. 1982 · 1982
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The development of social knowledge: Morality and convention
Elliot Turiel. 1983 · 1983
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Politeness: some universals in language usage
Penelope Brown and Stephen C. Levinson. 1987 · 1987
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Politeness: Some universals in language usage , volume 4
Penelope Brown, Stephen C Levinson, and Stephen C Levinson. 1987 · 1987
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Language, context, and text: Aspects of language in a social-semiotic perspective
Michael Alexander Kirkwood Halliday, Ruqaiya Hasan, et al. 1989 · 1989
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Teasing and sexual harassment: Double-bind communication
JK Alberts. 1992 · 1992
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An argument for basic emotions
Paul Ekman. 1992 · 1992
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Beyond simple pessimism: effects of sadness and anger on social perception
Dacher Keltner, Phoebe C Ellsworth, and Kari Edwards. 1993 · 1993
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"Evidence for universality and cultural variation of differential emotion response patterning": Correction
Klaus R. Scherer and Harald G. Wallbott. 1994 · 1994
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Discourse in society: Systemic functional perspectives
Michael Alexander Kirkwood Halliday. 1995 · 1995
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Smokey: Automatic recognition of hostile messages
Ellen Spertus. 1997 · 1997
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Talk is cheap: sarcasm, alienation, and the evolution of language
John Haiman. 1998 · 1998
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Mathematical methods of statistics , volume 43
Harald Cramér. 1999 · 1999
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Describing camp talk: language/pragmatics/politics
Keith Harvey. 2000 · 2000
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Gender and politeness: Spanish and british undergraduates’ perceptions of appropriate requests
Nuria Lorenzo-Dus and Patricia Bou-Franch. 2003 · 2003
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Lying words: Predicting deception from linguistic styles
Matthew L. Newman, James W. Pennebaker, Diane S. Berry, and Jane M. Richards. 2003 · 2003
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Gender and swearing: A community practice
Karyn Stapleton. 2003 · 2003
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Introduction to systemic functional linguistics
Suzanne Eggins. 2004 · 2004
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Introduction: How big is a language? On the power of language
Michael AK Halliday. 2004 · 2004
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Class, gender and politeness
Sara Mills. 2004 · 2004
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Queer talk
Rusty Barrett. 2006 · 2006
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A Clustering Approach for Nearly Unsupervised Recognition of Nonliteral Language
Julia Birke and Anoop Sarkar. 2006 · 2006
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Sharing a laugh: Pragmatic aspects of humor and gender in the workplace
Janet Holmes. 2006 · 2006
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The pragmatics of connotation
Keith Allan. 2007 · 2007
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Language as context for the perception of emotion
Lisa Feldman Barrett, Kristen A Lindquist, and Maria Gendron. 2007 · 2007
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Semantics and Pragmatics of Humor
Salvatore Attardo. 2008 · 2008
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Constructing Emotion: The Experience of Fear as a Conceptual Act
Kristen A. Lindquist and Lisa Feldman Barrett. 2008 · 2008
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The social brain: neural basis of social knowledge
Ralph Adolphs. 2009 · 2009
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Utterance-level Dialogue Understanding: An Empirical Study
Deepanway Ghosal, Navonil Majumder, Rada Mihalcea, and Soujanya Poria. 2020 · 2009
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SemEval-2020 Task 11: Detection of Propaganda Techniques in News Articles
G. Da San Martino, A. Barrón-Cedeño, H. Wachsmuth, R. Petrov, and P. Nakov. 2020 · 2009
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Social interaction in pain: Reinforcing pain behaviors or building intimacy?
Annmarie Cano and Amanda C de C Williams. 2010 · 2010
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The sense of humor: Explorations of a personality characteristic , volume 3
Willibald Ruch. 2010 · 2010
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Mitigation
Stefan Schneider. 2010 · 2010
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13. humour
Stephanie Schnurr. 2010 · 2010
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The social function of humor in interpersonal relationships
Avner Ziv. 2010 · 2010
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Finding Deceptive Opinion Spam by Any Stretch of the Imagination
Myle Ott, Yejin Choi, Claire Cardie, and Jeffrey T. Hancock. 2011 · 2011
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A method for linguistic metaphor identification: from MIP to MIPVU
Gerard Steen, Aletta G. Dorst, and J. Berenike Herrmann, editors. 2011 · 2011
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Sentiment analysis and opinion mining
Bing Liu. 2012 · 2012
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Current emotion research in the language sciences
Asifa Majid. 2012 · 2012
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Parsing pragmatics
Kenyatta O Rivers, Yvette D Hyter, and Glenda DeJarnette. 2012 · 2012
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A computational approach to politeness with application to social factors
Cristian Danescu-Niculescu-Mizil, Moritz Sudhof, Daniel Jurafsky, Jure Leskovec, and Christopher Potts. 2013 · 2013
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Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank
Richard Socher, Alex Perelygin, Jean Wu, Jason Chuang, Christopher D. Manning, Andrew Ng, and Christopher Potts. 2013 · 2013
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Empirical evaluation of gated recurrent neural networks on sequence modeling
Junyoung Chung, Çaglar Gülçehre, KyungHyun Cho, and Yoshua Bengio. 2014 · 2014
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The role of emic understandings in theorizing im/politeness: The metapragmatics of attentiveness, empathy and anticipatory inference in Japanese and Chinese
Saeko Fukushima and Michael Haugh. 2014 · 2014
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Detecting emotion stimuli in emotion-bearing sentences
Diman Ghazi, Diana Inkpen, and Stan Szpakowicz. 2015 · 2015
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Pragmatic language of african american children and adolescents
Yvette D Hyter, Kenyatta O Rivers, and Glenda DeJarnette. 2015 · 2015
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Demographic dialectal variation in social media: A case study of African-American English
Su Lin Blodgett, Lisa Green, and Brendan O’Connor. 2016 · 2016
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Short text corpus with focus on humor detection
CrowdTruth. 2016 · 2016
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Hateful Symbols or Hateful People? Predictive Features for Hate Speech Detection on Twitter
Zeerak Waseem and Dirk Hovy. 2016 · 2016
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EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
Sven Buechel and Udo Hahn. 2017 · 2017
Cited alongside, same era.
Automated Hate Speech Detection and the Problem of Offensive Language
Thomas Davidson, Dana Warmsley, Michael Macy, and Ingmar Weber. 2017 · 2017
Cited alongside, same era.
Toxic Comment Classification Challenge
Jigsaw. 2017 · 2017
Cited alongside, same era.
DailyDialog: A Manually Labelled Multi-turn Dialogue Dataset
Yanran Li, Hui Su, Xiaoyu Shen, Wenjie Li, Ziqiang Cao, and Shuzi Niu. 2017 · 2017
Cited alongside, same era.
Detect rumors in microblog posts using propagation structure via kernel learning
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech
Mai ElSherief, Caleb Ziems, David Muchlinski, Vaishnavi Anupindi, Jordyn Seybolt, Munmun De Choudhury, and Diyi Yang. 2021 · 2021
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Emoji as affective symbols: affective judgments of emoji, emoticons, and human faces varying in emotional content
Brigitte Fischer and Cornelia Herbert. 2021 · 2021
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Making pre-trained language models better few-shot learners
Tianyu Gao, Adam Fisch, and Danqi Chen. 2021 · 2021
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Detecting cross-geographic biases in toxicity modeling on social media
Sayan Ghosh, Dylan Baker, David Jurgens, and Vinodkumar Prabhakaran. 2021 · 2021
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Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica
Shirley Anugrah Hayati, Dongyeop Kang, and Lyle Ungar. 2021 · 2021
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Jing Ma, Wei Gao, and Kam-Fai Wong. 2017 · 2017
Cited alongside, same era.
Webis Clickbait Corpus 2017 (Webis-Clickbait-17)
Martin Potthast, Tim Gollub, Matti Wiegmann, Benno Stein, Matthias Hagen, Kristof Komlossy, Sebstian Schuster, and Erika P. Garces Fernandez. 2018 · 2017
Cited alongside, same era.
SemEval-2017 task 4: Sentiment analysis in Twitter
Sara Rosenthal, Noura Farra, and Preslav Nakov. 2017 · 2017
Cited alongside, same era.
Understanding abuse: A typology of abusive language detection subtasks
Zeerak Waseem, Thomas Davidson, Dana Warmsley, and Ingmar Weber. 2017 · 2017
Cited alongside, same era.
SemEval 2018 Task 2: Multilingual Emoji Prediction
Francesco Barbieri, Jose Camacho-Collados, Francesco Ronzano, Luis Espinosa-Anke, Miguel Ballesteros, Valerio Basile, Viviana Patti, and Horacio Saggion. 2018 · 2018
Cited alongside, same era.
Modeling empathy and distress in reaction to news stories
Sven Buechel, Anneke Buffone, Barry Slaff, Lyle Ungar, and João Sedoc. 2018 · 2018
Cited alongside, same era.
A Large Self-Annotated Corpus for Sarcasm
Mikhail Khodak, Nikunj Saunshi, and Kiran Vodrahalli. 2018 · 2018
Cited alongside, same era.
Pengcheng He, Jianfeng Gao, and Weizhu Chen. 2021 · 2021
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The importance of modeling social factors of language: Theory and practice
Dirk Hovy and Diyi Yang. 2021 · 2021
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Lora: Low-rank adaptation of large language models
Edward J. Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen-Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen. 2021 · 2021
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Anachronism: The queer pragmatics of understanding the past in the present
Daniel R Huebner. 2021 · 2021
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Can Machines Learn Morality? The Delphi Experiment
Liwei Jiang, Jena D. Hwang, Chandra Bhagavatula, Ronan Le Bras, Jenny Liang, Jesse Dodge, Keisuke Sakaguchi, Maxwell Forbes, Jon Borchardt, Saadia Gabriel, Yulia Tsvetkov, Oren Etzioni, Maarten Sap, Regina Rini, and Yejin Choi. 2021 · 2021
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Style is NOT a single variable: Case studies for cross-stylistic language understanding
Dongyeop Kang and Eduard Hovy. 2021 · 2021
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On Classifying whether Two Texts are on the Same Side of an Argument
Erik Körner, Gregor Wiedemann, Ahmad Dawar Hakimi, Gerhard Heyer, and Martin Potthast. 2021 · 2021
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The power of scale for parameter-efficient prompt tuning
Brian Lester, Rami Al-Rfou, and Noah Constant. 2021 · 2021
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From semantics to pragmatics: where IS can lead in Natural Language Processing (NLP) research
Yan Li, Manoj a Thomas, and Dapeng Liu. 2021 · 2021
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SemEval 2021 Task 7: HaHackathon, Detecting and Rating Humor and Offense
J. A. Meaney, Steven Wilson, Luis Chiruzzo, Adam Lopez, and Walid Magdy. 2021 · 2021
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Stefano Menini, Alessio Palmero Aprosio, and Sara Tonelli. 2021 · 2021
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“So You Think You’re Funny?”: Rating the Humour Quotient in Standup Comedy
Anirudh Mittal, Pranav Jeevan P, Prerak Gandhi, Diptesh Kanojia, and Pushpak Bhattacharyya. 2021 · 2021
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The CLEF-2021 CheckThat! Lab on Detecting Check-Worthy Claims, Previously Fact-Checked Claims, and Fake News
Preslav Nakov, Giovanni Da San Martino, Tamer Elsayed, Alberto Barrón-Cedeño, Rubén Míguez, Shaden Shaar, Firoj Alam, Fatima Haouari, Maram Hasanain, Nikolay Babulkov, Alex Nikolov, Gautam Kishore Shahi, Julia Maria Struß, and Thomas Mandl. 2021 · 2021
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Detecting Community Sensitive Norm Violations in Online Conversations
Chan Young Park, Julia Mendelsohn, Karthik Radhakrishnan, Kinjal Jain, Tushar Kanakagiri, David Jurgens, and Yulia Tsvetkov. 2021 · 2021
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SemEval-2021 Task 5: Toxic Spans Detection
John Pavlopoulos, Jeffrey Sorensen, Léo Laugier, and Ion Androutsopoulos. 2021 · 2021
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Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications
Jiaxin Pei and David Jurgens. 2021 · 2021
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DEBAGREEMENT: A comment-reply dataset for (dis)agreement detection in online debates
John Pougué-Biyong, Valentina Semenova, Alexandre Matton, Rachel Han, Aerin Kim, Renaud Lambiotte, and Doyne Farmer. 2021 · 2021
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Targeting the benchmark: On methodology in current natural language processing research
David Schlangen. 2021 · 2021
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AStarTwice at SemEval-2021 task 5: Toxic span detection using RoBERTa-CRF, domain specific pre-training and self-training
Thakur Ashutosh Suman and Abhinav Jain. 2021 · 2021
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Introducing CAD: the Contextual Abuse Dataset
Bertie Vidgen, Dong Nguyen, Helen Margetts, Patricia Rossini, and Rebekah Tromble. 2021 · 2021
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GPT-J-6B: A 6 Billion Parameter Autoregressive Language Model
Ben Wang and Aran Komatsuzaki. 2021 · 2021
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Finetuned language models are zero-shot learners
Jason Wei, Maarten Bosma, Vincent Y Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M Dai, and Quoc V Le. 2021 · 2021
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Whose words hurt? contextual determinants of offensive speech
Manuel Almagro, Ivar R Hannikainen, and Neftalí Villanueva. 2022 · 2022
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Detox: A comprehensive dataset for German offensive language and conversation analysis
Christoph Demus, Jonas Pitz, Mina Schütz, Nadine Probol, Melanie Siegel, and Dirk Labudde. 2022 · 2022
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Semeval-2022 task 6: isarcasmeval, intended sarcasm detection in english and arabic
Ibrahim Abu Farha, Silviu Vlad Oprea, Steven Wilson, and Walid Magdy. 2022 · 2022
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From text to thought: How analyzing language can advance psychological science
Joshua Conrad Jackson, Joseph Watts, Johann-Mattis List, Curtis Puryear, Ryan Drabble, and Kristen A. Lindquist. 2022 · 2022
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Automatic Identification and Classification of Bragging in Social Media
Mali Jin, Daniel Preotiuc-Pietro, A. Seza Doğruöz, and Nikolaos Aletras. 2022 · 2022
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P-tuning: Prompt tuning can be comparable to fine-tuning across scales and tasks
Xiao Liu, Kaixuan Ji, Yicheng Fu, Weng Tam, Zhengxiao Du, Zhilin Yang, and Jie Tang. 2022 · 2022
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Coding empathy in dialogue
Fabrizio Macagno, Chrysi Rapanta, Elisabeth Mayweg-Paus, and Mercè Garcia-Milà. 2022 · 2022
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Crosslingual generalization through multitask finetuning
Niklas Muennighoff, Thomas Wang, Lintang Sutawika, Adam Roberts, Stella Biderman, Teven Le Scao, M Saiful Bari, Sheng Shen, Zheng-Xin Yong, Hailey Schoelkopf, et al. 2022 · 2022
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Exploring the role of task transferability in large-scale multi-task learning
Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, and George Karypis. 2022 · 2022
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SemEval-2022 task 4: Patronizing and condescending language detection
Carla Perez-Almendros, Luis Espinosa-Anke, and Steven Schockaert. 2022 · 2022
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Measuring the Language of Self-Disclosure across Corpora
Ann-Katrin Reuel, Sebastian Peralta, João Sedoc, Garrick Sherman, and Lyle Ungar. 2022 · 2022
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Large language models are not zero-shot communicators
Laura Ruis, Akbir Khan, Stella Biderman, Sara Hooker, Tim Rocktäschel, and Edward Grefenstette. 2022 · 2022
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Multitask prompted training enables zero-shot task generalization
Victor Sanh, Albert Webson, Colin Raffel, Stephen Bach, Lintang Sutawika, Zaid Alyafeai, Antoine Chaffin, Arnaud Stiegler, Arun Raja, Manan Dey, M Saiful Bari, Canwen Xu, Urmish Thakker, Shanya Sharma Sharma, Eliza Szczechla, Taewoon Kim, Gunjan Chhablani, Nihal Nayak, Debajyoti Datta, Jonathan Chang, Mike Tian-Jian Jiang, Han Wang, Matteo Manica, Sheng Shen, Zheng Xin Yong, Harshit Pandey, Rachel Bawden, Thomas Wang, Trishala Neeraj, Jos Rozen, Abheesht Sharma, Andrea Santilli, Thibault Fevry, Jason Alan Fries, Ryan Teehan, Teven Le Scao, Stella Biderman, Leo Gao, Thomas Wolf, and Alexander M Rush. 2022 · 2022
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Improving imbalanced learning by pre-finetuning with data augmentation
Yiwen Shi, Taha ValizadehAslani, Jing Wang, Ping Ren, Yi Zhang, Meng Hu, Liang Zhao, and Hualou Liang. 2022 · 2022
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On the machine learning of ethical judgments from natural language
Zeerak Talat, Hagen Blix, Josef Valvoda, Maya Indira Ganesh, Ryan Cotterell, and Adina Williams. 2022 · 2022
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Measure and improve robustness in NLP models: A survey
Xuezhi Wang, Haohan Wang, and Diyi Yang. 2022a · 2022
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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, et al. 2022 · 2022
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Opt: Open pre-trained transformer language models
Susan Zhang, Stephen Roller, Naman Goyal, Mikel Artetxe, Moya Chen, Shuohui Chen, Christopher Dewan, Mona Diab, Xian Li, Xi Victoria Lin, et al. 2022 · 2022
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MOVER: Mask, Over-generate and Rank for Hyperbole Generation
Yunxiang Zhang and Xiaojun Wan. 2022 · 2022
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Redpajama: An open source recipe to reproduce llama training dataset
Together Computer. 2023 · 2023
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The emotion in text, published by crowdflower
CrowdFlower. 2016 · 2023
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Your spouse needs professional help: Determining the contextual appropriateness of messages through modeling social relationships
David Jurgens, Agrima Seth, Jackson Sargent, Athena Aghighi, and Michael Geraci. 2023 · 2023
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Dissociating language and thought in large language models: a cognitive perspective
Kyle Mahowald, Anna A. Ivanova, Idan A. Blank, Nancy Kanwisher, Joshua B. Tenenbaum, and Evelina Fedorenko. 2023 · 2023
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Covertly communicated hate speech: A corpus-assisted pragmatic study
Vahid Parvaresh. 2023 · 2023
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It takes two to tango: Navigating conceptualizations of NLP tasks and measurements of performance
Arjun Subramonian, Xingdi Yuan, Hal Daumé III, and Su Lin Blodgett. 2023 · 2023
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Stanford alpaca: An instruction-following llama model
Rohan Taori, Ishaan Gulrajani, Tianyi Zhang, Yann Dubois, Xuechen Li, Carlos Guestrin, Percy Liang, and Tatsunori B. Hashimoto. 2023 · 2023
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Bloom: A 176b-parameter open-access multilingual language model
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Rush, Stella Biderman, Albert Webson, Pawan Sasanka Ammanamanchi, Thomas Wang, Benoît Sagot, Niklas Muennighoff, Albert Villanova del Moral, Olatunji Ruwase, Rachel Bawden, Stas Bekman, Angelina McMillan-Major, Iz Beltagy, Huu Nguyen, Lucile Saulnier, Samson Tan, Pedro Ortiz Suarez, Victor Sanh, Hugo Laurençon, Yacine Jernite, Julien Launay, Margaret Mitchell, Colin Raffel, Aaron Gokaslan, Adi Simhi, Aitor Soroa, Alham Fikri Aji, Amit Alfassy, Anna Rogers, Ariel Kreisberg Nitzav, Canwen Xu, Chenghao Mou, Chris Emezue, Christopher Klamm, Colin Leong, Daniel van Strien, David Ifeoluwa Adelani, Dragomir Radev, Eduardo González Ponferrada, Efrat Levkovizh, Ethan Kim, Eyal Bar Natan, Francesco De Toni, Gérard Dupont, Germán Kruszewski, Giada Pistilli, Hady Elsahar, Hamza Benyamina, Hieu Tran, Ian Yu, Idris Abdulmumin, Isaac Johnson, Itziar Gonzalez-Dios, Javier de la Rosa, Jenny Chim, Jesse Dodge, Jian Zhu, Jonathan Chang, Jörg Frohberg, Joseph Tobing, Joydeep Bhattacharjee, Khalid Almubarak, Kimbo Chen, Kyle Lo, Leandro Von Werra, Leon Weber, Long Phan, Loubna Ben allal, Ludovic Tanguy, Manan Dey, Manuel Romero Muñoz, Maraim Masoud, María Grandury, Mario Šaško, Max Huang, Maximin Coavoux, Mayank Singh, Mike Tian-Jian Jiang, Minh Chien Vu, Mohammad A. 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Mteb: Massive text embedding benchmark
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