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DisinfoMeme: A Multimodal Dataset for Detecting Meme Intentionally Spreading Out Disinformation



Jingnong Qu , Liunian Harold Li , Jieyu Zhao , Sunipa Dev , Kai-Wei Chang


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PaLM: Scaling Language Modeling with Pathways



Aakanksha Chowdhery , Sharan Narang , Jacob Devlin , Maarten Bosma , Gaurav Mishra , Adam Roberts , Paul Barham , Hyung Won Chung , Charles Sutton , Sebastian Gehrmann , Parker Schuh , Kensen Shi , Sasha Tsvyashchenko , Joshua Maynez , Abhishek Rao , Parker Barnes , Yi Tay , Noam Shazeer , Vinodkumar Prabhakaran , Emily Reif , Nan Du , Ben Hutchinson , Reiner Pope , James Bradbury , Jacob Austin , Michael Isard , Guy Gur-Ari , Pengcheng Yin , Toju Duke , Anselm Levskaya , Sanjay Ghemawat , Sunipa Dev , Henryk Michalewski , Xavier Garcia , Vedant Misra , Kevin Robinson , Liam Fedus , Denny Zhou , Daphne Ippolito , David Luan , Hyeontaek Lim , Barret Zoph , Alexander Spiridonov , Ryan Sepassi , David Dohan , Shivani Agrawal , Mark Omernick , Andrew M. Dai , Thanumalayan Sankaranarayana Pillai , Marie Pellat , Aitor Lewkowycz , Erica Moreira , Rewon Child , Oleksandr Polozov , Katherine Lee , Zongwei Zhou , Xuezhi Wang , Brennan Saeta , Mark Diaz , Orhan Firat , Michele Catasta , Jason Wei , Kathy Meier-Hellstern , Douglas Eck , Jeff Dean , Slav Petrov , Noah Fiedel


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Representation Learning for Resource-Constrained Keyphrase Generation



Di Wu , Wasi Uddin Ahmad , Sunipa Dev , Kai-Wei Chang


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Socially Aware Bias Measurements for Hindi Language Representations



Vijit Malik , Sunipa Dev , Akihiro Nishi , Nanyun Peng , Kai-Wei Chang

* 11 Pages (5 Pages main content+ 1 pages for references + 5 Pages Appendix) 

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Harms of Gender Exclusivity and Challenges in Non-Binary Representation in Language Technologies



Sunipa Dev , Masoud Monajatipoor , Anaelia Ovalle , Arjun Subramonian , Jeff M Phillips , Kai-Wei Chang

* EMNLP 2021 

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What do Bias Measures Measure?



Sunipa Dev , Emily Sheng , Jieyu Zhao , Jiao Sun , Yu Hou , Mattie Sanseverino , Jiin Kim , Nanyun Peng , Kai-Wei Chang


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VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations



Archit Rathore , Sunipa Dev , Jeff M. Phillips , Vivek Srikumar , Yan Zheng , Chin-Chia Michael Yeh , Junpeng Wang , Wei Zhang , Bei Wang

* 11 pages 

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The Geometry of Distributed Representations for Better Alignment, Attenuated Bias, and Improved Interpretability



Sunipa Dev

* PhD thesis, University of Utah (2020) 

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OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings



Sunipa Dev , Tao Li , Jeff M Phillips , Vivek Srikumar


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