OfficeBench: Benchmarking Language Agents across Multiple Applications for Office Automation

Alfworld: Aligning text and embodied environments for interactive learning

Original

Mohit Shridhar, Xingdi Yuan, Marc-Alexandre Côté, Yonatan Bisk, Adam Trischler, and Matthew Hausknecht. 2020 · 2010

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Hotpotqa: A dataset for diverse, explainable multi-hop question answering

Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William Cohen, Ruslan Salakhutdinov, and Christopher D Manning. 2018 · 2018

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Document layout analysis: a comprehensive survey

Galal M Binmakhashen and Sabri A Mahmoud. 2019 · 2019

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Icdar2019 competition on scanned receipt ocr and information extraction

Zheng Huang, Kai Chen, Jianhua He, Xiang Bai, Dimosthenis Karatzas, Shijian Lu, and CV Jawahar. 2019 · 2019

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Funsd: A dataset for form understanding in noisy scanned documents

Guillaume Jaume, Hazim Kemal Ekenel, and Jean-Philippe Thiran. 2019 · 2019

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Cord: a consolidated receipt dataset for post-ocr parsing

Seunghyun Park, Seung Shin, Bado Lee, Junyeop Lee, Jaeheung Surh, Minjoon Seo, and Hwalsuk Lee. 2019 · 2019

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Docstruct: A multimodal method to extract hierarchy structure in document for general form understanding

Zilong Wang, Mingjie Zhan, Xuebo Liu, and Ding Liang. 2020 · 2020

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Layoutlm: Pre-training of text and layout for document image understanding

Yiheng Xu, Minghao Li, Lei Cui, Shaohan Huang, Furu Wei, and Ming Zhou. 2020 · 2020

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Training verifiers to solve math word problems

Original

Karl Cobbe, Vineet Kosaraju, Mohammad Bavarian, Mark Chen, Heewoo Jun, Lukasz Kaiser, Matthias Plappert, Jerry Tworek, Jacob Hilton, Reiichiro Nakano, et al. 2021 · 2021

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Document ai: Benchmarks, models and applications

Original

Lei Cui, Yiheng Xu, Tengchao Lv, and Furu Wei. 2021 · 2021

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Lambert: Layout-aware language modeling for information extraction

Łukasz Garncarek, Rafał Powalski, Tomasz Stanisławek, Bartosz Topolski, Piotr Halama, Michał Turski, and Filip Graliński. 2021 · 2021

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Docvqa: A dataset for vqa on document images

Minesh Mathew, Dimosthenis Karatzas, and CV Jawahar. 2021 · 2021

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Layoutreader: Pre-training of text and layout for reading order detection

Zilong Wang, Yiheng Xu, Lei Cui, Jingbo Shang, and Furu Wei. 2021 · 2021

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Layoutlmv2: Multi-modal pre-training for visually-rich document understanding

Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, et al. 2021 · 2021

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Mgdoc: Pre-training with multi-granular hierarchy for document image understanding

Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, and Vlad Morariu. 2022b · 2022

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Towards few-shot entity recognition in document images: A label-aware sequence-to-sequence framework

Zilong Wang and Jingbo Shang. 2022 · 2022

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Webshop: Towards scalable real-world web interaction with grounded language agents

Shunyu Yao, Howard Chen, John Yang, and Karthik Narasimhan. 2022 · 2022

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Gpt-4 technical report

Original

Josh Achiam, Steven Adler, Sandhini Agarwal, Lama Ahmad, Ilge Akkaya, Florencia Leoni Aleman, Diogo Almeida, Janko Altenschmidt, Sam Altman, Shyamal Anadkat, et al. 2023 · 2023

Gemini: a family of highly capable multimodal models

Original

Gemini Team, Rohan Anil, Sebastian Borgeaud, Yonghui Wu, Jean-Baptiste Alayrac, Jiahui Yu, Radu Soricut, Johan Schalkwyk, Andrew M Dai, Anja Hauth, et al. 2023 · 2023

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Rewoo: Decoupling reasoning from observations for efficient augmented language models

Original

Binfeng Xu, Zhiyuan Peng, Bowen Lei, Subhabrata Mukherjee, Yuchen Liu, and Dongkuan Xu. 2023 · 2023

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Webarena: A realistic web environment for building autonomous agents

Shuyan Zhou, Frank F Xu, Hao Zhu, Xuhui Zhou, Robert Lo, Abishek Sridhar, Xianyi Cheng, Tianyue Ou, Yonatan Bisk, Daniel Fried, et al. 2023 · 2023

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Visualwebarena: Evaluating multimodal agents on realistic visual web tasks

Original

Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, and Daniel Fried. 2024 · 2024

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