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Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation


May 23, 2023
Da Yin, Xiao Liu, Fan Yin, Ming Zhong, Hritik Bansal, Jiawei Han, Kai-Wei Chang

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* Work in progress 

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KPEval: Towards Fine-grained Semantic-based Evaluation of Keyphrase Extraction and Generation Systems


Mar 27, 2023
Di Wu, Da Yin, Kai-Wei Chang

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GIVL: Improving Geographical Inclusivity of Vision-Language Models with Pre-Training Methods


Jan 05, 2023
Da Yin, Feng Gao, Govind Thattai, Michael Johnston, Kai-Wei Chang

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How well can Text-to-Image Generative Models understand Ethical Natural Language Interventions?


Oct 27, 2022
Hritik Bansal, Da Yin, Masoud Monajatipoor, Kai-Wei Chang

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* 13 pages, 8 figures, 6 tables. Accepted as Oral Presentation at EMNLP 2022 

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Towards a Unified Multi-Dimensional Evaluator for Text Generation


Oct 13, 2022
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han

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* EMNLP 2022 

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GeoMLAMA: Geo-Diverse Commonsense Probing on Multilingual Pre-Trained Language Models


May 24, 2022
Da Yin, Hritik Bansal, Masoud Monajatipoor, Liunian Harold Li, Kai-Wei Chang

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Things not Written in Text: Exploring Spatial Commonsense from Visual Signals


Mar 15, 2022
Xiao Liu, Da Yin, Yansong Feng, Dongyan Zhao

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* Accepted by ACL 2022 main conference 

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A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models


Feb 17, 2022
Da Yin, Li Dong, Hao Cheng, Xiaodong Liu, Kai-Wei Chang, Furu Wei, Jianfeng Gao

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* Work in progress 

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Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning


Nov 08, 2021
Qinkai Zheng, Xu Zou, Yuxiao Dong, Yukuo Cen, Da Yin, Jiarong Xu, Yang Yang, Jie Tang

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* 21 pages, 12 figures, NeurIPS 2021 Datasets and Benchmarks Track 

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Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning


Sep 14, 2021
Da Yin, Liunian Harold Li, Ziniu Hu, Nanyun Peng, Kai-Wei Chang

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* EMNLP 2021. Code and data are available at https://github.com/WadeYin9712/GD-VCR 

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