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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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A Survey of Deep Learning for Mathematical Reasoning


Dec 20, 2022
Pan Lu, Liang Qiu, Wenhao Yu, Sean Welleck, Kai-Wei Chang

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* 24 pages, 2 figures, 8 tables. The repository is available at https://github.com/lupantech/dl4math 

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Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study


Dec 20, 2022
Di Wu, Wasi Uddin Ahmad, Kai-Wei Chang

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PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English


Dec 20, 2022
Jianfeng Chi, Wasi Uddin Ahmad, Yuan Tian, Kai-Wei Chang

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Find Someone Who: Visual Commonsense Understanding in Human-Centric Grounding


Dec 14, 2022
Haoxuan You, Rui Sun, Zhecan Wang, Kai-Wei Chang, Shih-Fu Chang

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* 11 pages, 7 figures. EMNLP 2022-findings 

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REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory


Dec 10, 2022
Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi

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Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models


Nov 17, 2022
Ninareh Mehrabi, Palash Goyal, Apurv Verma, Jwala Dhamala, Varun Kumar, Qian Hu, Kai-Wei Chang, Richard Zemel, Aram Galstyan, Rahul Gupta

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Auditing Algorithmic Fairness in Machine Learning for Health with Severity-Based LOGAN


Nov 16, 2022
Anaelia Ovalle, Sunipa Dev, Jieyu Zhao, Majid Sarrafzadeh, Kai-Wei Chang

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* v1 

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Empowering Language Models with Knowledge Graph Reasoning for Question Answering


Nov 15, 2022
Ziniu Hu, Yichong Xu, Wenhao Yu, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Kai-Wei Chang, Yizhou Sun

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* Published on EMNLP 2022 

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Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense


Nov 10, 2022
Zhecan Wang, Haoxuan You, Yicheng He, Wenhao Li, Kai-Wei Chang, Shih-Fu Chang

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* Accepted to EMNLP 2022 Long Paper 

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