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Grounding Language Models to Images for Multimodal Generation


Jan 31, 2023
Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried

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* Project page: https://jykoh.com/fromage 

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SantaCoder: don't reach for the stars!


Jan 09, 2023
Loubna Ben Allal, Raymond Li, Denis Kocetkov, Chenghao Mou, Christopher Akiki, Carlos Munoz Ferrandis, Niklas Muennighoff, Mayank Mishra, Alex Gu, Manan Dey, Logesh Kumar Umapathi, Carolyn Jane Anderson, Yangtian Zi, Joel Lamy Poirier, Hailey Schoelkopf, Sergey Troshin, Dmitry Abulkhanov, Manuel Romero, Michael Lappert, Francesco De Toni, Bernardo García del Río, Qian Liu, Shamik Bose, Urvashi Bhattacharyya, Terry Yue Zhuo, Ian Yu, Paulo Villegas, Marco Zocca, Sourab Mangrulkar, David Lansky, Huu Nguyen, Danish Contractor, Luis Villa, Jia Li, Dzmitry Bahdanau, Yacine Jernite, Sean Hughes, Daniel Fried, Arjun Guha, Harm de Vries, Leandro von Werra

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Execution-Based Evaluation for Open-Domain Code Generation


Dec 20, 2022
Zhiruo Wang, Shuyan Zhou, Daniel Fried, Graham Neubig

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Coder Reviewer Reranking for Code Generation


Nov 29, 2022
Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto, Mike Lewis, Wen-tau Yih, Daniel Fried, Sida I. Wang

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G^3: Geolocation via Guidebook Grounding


Nov 28, 2022
Grace Luo, Giscard Biamby, Trevor Darrell, Daniel Fried, Anna Rohrbach

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* Findings of EMNLP 2022 

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AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies


Nov 22, 2022
Weiyan Shi, Emily Dinan, Adi Renduchintala, Daniel Fried, Athul Paul Jacob, Zhou Yu, Mike Lewis

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DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation


Nov 18, 2022
Yuhang Lai, Chengxi Li, Yiming Wang, Tianyi Zhang, Ruiqi Zhong, Luke Zettlemoyer, Scott Wen-tau Yih, Daniel Fried, Sida Wang, Tao Yu

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Pragmatics in Grounded Language Learning: Phenomena, Tasks, and Modeling Approaches


Nov 15, 2022
Daniel Fried, Nicholas Tomlin, Jennifer Hu, Roma Patel, Aida Nematzadeh

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Contrastive Decoding: Open-ended Text Generation as Optimization


Oct 27, 2022
Xiang Lisa Li, Ari Holtzman, Daniel Fried, Percy Liang, Jason Eisner, Tatsunori Hashimoto, Luke Zettlemoyer, Mike Lewis

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Neural Theory-of-Mind? On the Limits of Social Intelligence in Large LMs


Oct 24, 2022
Maarten Sap, Ronan LeBras, Daniel Fried, Yejin Choi

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* EMNLP 2022 

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