Search Results - "Yang, Diyi"

An Empirical Survey of Data Augmentation for Limited Data Learning in NLP by Chen, Jiaao, Tam, Derek, Raffel, Colin, Bansal, Mohit, Yang, Diyi

“…NLP has achieved great progress in the past decade through the use of neural models and large labeled datasets. The dependence on abundant data prevents NLP…”
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How Climate Movement Actors and News Media Frame Climate Change and Strike: Evidence from Analyzing Twitter and News Media Discourse from 2018 to 2021 by Chen, Kaiping, Molder, Amanda L., Duan, Zening, Boulianne, Shelley, Eckart, Christopher, Mallari, Prince, Yang, Diyi

“…Twitter enables an online public sphere for social movement actors, news organizations, and others to frame climate change and the climate movement. In this…”
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Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond by Feder, Amir, Keith, Katherine A., Manzoor, Emaad, Pryzant, Reid, Sridhar, Dhanya, Wood-Doughty, Zach, Eisenstein, Jacob, Grimmer, Justin, Reichart, Roi, Roberts, Margaret E., Stewart, Brandon M., Veitch, Victor, Yang, Diyi

“…A fundamental goal of scientific research is to learn about causal relationships. However, despite its critical role in the life and social sciences, causality…”
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Subsurface heat conduction along the CHINARE traverse route, East Antarctica by Yang, Diyi, Ding, Minghu, Allison, Ian, Zou, Xiaowei, Chen, Xinyan, Heil, Petra, Zhang, Wenqian, Bian, Lingen, Xiao, Cunde

“…Using data from three automatic weather stations (LGB69, Eagle and Dome A) from distinctly different climatological zones along the CHINARE (Chinese National…”
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The surface energy balance of Austre Lovénbreen, Svalbard, during the ablation period in 2014 by Zou, Xiaowei, Ding, Minghu, Sun, Weijun, Yang, Diyi, Liu, Weigang, Huai, Baojuan, Jin, Shuang, Xiao, Cunde

“…The ability to simulate the surface energy balance is key to studying land–atmosphere interactions; however, it remains a weakness in Arctic polar sciences…”
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On the Differences in Precipitation Type Between the Arctic, Antarctica and Tibetan Plateau by Yang, Diyi, Ding, Minghu, Dou, Tingfeng, Han, Wei, Liu, Weigang, Zhang, Jianyong, Du, Zhiheng, Xiao, Cunde

“…Under the effect of global warming, more precipitation will shift to rainfall in cryospheric regions. Considering the influence of the precipitation type on…”
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Graph Vulnerability and Robustness: A Survey by Freitas, Scott, Yang, Diyi, Kumar, Srijan, Tong, Hanghang, Chau, Duen Horng

“…The study of network robustness is a critical tool in the characterization and sense making of complex interconnected systems such as infrastructure,…”
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Can Large Language Models Transform Computational Social Science? by Ziems, Caleb, Held, William, Shaikh, Omar, Chen, Jiaao, Zhang, Zhehao, Yang, Diyi

“…Abstract Large language models (LLMs) are capable of successfully performing many language processing tasks zero-shot (without training data). If zero-shot…”
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Towards an Integration of Text and Graph Clustering Methods as a Lens for Studying Social Interaction in MOOCs by Diyi Yang, Miaomiao Wen, Abhimanu Kumar, Eric P. Xing, Carolyn Penstein Rosé

“…In this paper, we describe a novel methodology, grounded in techniques from the field of machine learning, for modeling emerging social structure as it…”
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Serendipitous Personalized Ranking for Top-N Recommendation by Qiuxia Lu, Tianqi Chen, Weinan Zhang, Diyi Yang, Yong Yu

“…Serendipitous recommendation has benefitted both e-retailers and users. It tends to suggest items which are both unexpected and useful to users. These items…”
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Using large language models in psychology by Demszky, Dorottya, Yang, Diyi, Yeager, David S., Bryan, Christopher J., Clapper, Margarett, Chandhok, Susannah, Eichstaedt, Johannes C., Hecht, Cameron, Jamieson, Jeremy, Johnson, Meghann, Jones, Michaela, Krettek-Cobb, Danielle, Lai, Leslie, JonesMitchell, Nirel, Ong, Desmond C., Dweck, Carol S., Gross, James J., Pennebaker, James W.

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Surface energy balance on a polythermal glacier, Arctic, and the role of poleward atmospheric moisture transport by Zou, Xiaowei, Li, Zhao, Yang, Diyi, Sun, Weijun, Ding, Minghu, Liu, Weigang, Zeng, Zhaoliang, Wang, Ze, Jin, Shuang, Ma, Hongmei

“…In recent years, increasing moisture over the Arctic and subarctic regions shows that the Arctic is experiencing wetting conditions, and poleward atmospheric…”
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Monsoon Clouds Control the Summer Surface Energy Balance on East Rongbuk Glacier (6,523 m Above Sea Level), the Northern of Mt. Qomolangma (Everest) by Liu, Weigang, Zhang, Dongqi, Qin, Xiang, van den Broeke, Michiel R., Jiang, Youyan, Yang, Diyi, Ding, Minghu

“…To identify the atmospheric controls of the summertime glacier surface energy balance in the Himalayas, in situ meteorological data collected at 6,523 m above…”
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Brief communication: Evaluation of multiple density-dependent empirical snow conductivity relationships in East Antarctica by Ding, Minghu, Zhang, Tong, Yang, Diyi, Allison, Ian, Dou, Tingfeng, Xiao, Cunde

“…Nine density-dependent empirical thermal conductivity relationships for firn were compared against data from three automatic weather stations at climatically…”
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The PANDA automatic weather station network between the coast and Dome A, East Antarctica by Ding, Minghu, Zou, Xiaowei, Sun, Qizhen, Yang, Diyi, Zhang, Wenqian, Bian, Lingen, Lu, Changgui, Allison, Ian, Heil, Petra, Xiao, Cunde

“…This paper introduces a unique multiyear dataset and the monitoring capability of the PANDA automatic weather station network, which includes 11 automatic…”
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ConStruct-VL: Data-Free Continual Structured VL Concepts Learning by Smith, James Seale, Cascante-Bonilla, Paola, Arbelle, Assaf, Kim, Donghyun, Panda, Rameswar, Cox, David, Yang, Diyi, Kira, Zsolt, Feris, Rogerio, Karlinsky, Leonid

“…Recently, large-scale pre-trained Vision-and-Language (VL) foundation models have demonstrated remarkable capabilities in many zero-shot downstream tasks,…”
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The Surface Energy Balance at Panda 1 Station, Princess Elizabeth Land: A Typical Katabatic Wind Region in East Antarctica by Ding, Minghu, Yang, Diyi, Broeke, Michiel R., Allison, Ian, Xiao, Cunde, Qin, Dahe, Huai, Baojuan

“…Using automatic weather station and reanalysis data (ERA5) from 2011 at Panda‐1 Station, situated in the katabatic region of Princess Elizabeth Land, East…”
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Unlearn What You Want to Forget: Efficient Unlearning for LLMs by Chen, Jiaao, Yang, Diyi

“…Large language models (LLMs) have achieved significant progress from pre-training on and memorizing a wide range of textual data, however, this process might…”
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Cold‐Season Surface Energy Balance on East Rongbuk Glacier, Northern Slope of Mt. Qomolangma (Everest) by Liu, Weigang, Yang, Xingguo, Broeke, Michiel R., Huai, Baojuan, Yang, Diyi, Zhang, Dongqi, Qin, Xiang, Yue, Ping, Wang, Heling, Ding, Minghu

“…As the highest peak on the earth, Mt. Qomolangma provides an unparalleled platform to study glacier‐atmosphere interaction. Although glacier surface energy…”
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Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers by Held, William, Yang, Diyi

“…https://aclanthology.org/2023.eacl-main.177/ Multilingual transformer-based models demonstrate remarkable zero and few-shot transfer across languages by…”
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