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Reward Gaming in Conditional Text Generation


Nov 16, 2022
Richard Yuanzhe Pang, Vishakh Padmakumar, Thibault Sellam, Ankur P. Parikh, He He

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Are All Spurious Features in Natural Language Alike? An Analysis through a Causal Lens


Oct 25, 2022
Nitish Joshi, Xiang Pan, He He

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* EMNLP 2022 

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Help me write a poem: Instruction Tuning as a Vehicle for Collaborative Poetry Writing


Oct 25, 2022
Tuhin Chakrabarty, Vishakh Padmakumar, He He

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* To appear at EMNLP 2022 

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Robustification of Multilingual Language Models to Real-world Noise with Robust Contrastive Pretraining


Oct 10, 2022
Asa Cooper Stickland, Sailik Sengupta, Jason Krone, Saab Mansour, He He

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Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation


Oct 04, 2022
Aahlad Puli, Nitish Joshi, He He, Rajesh Ranganath

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Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought


Oct 03, 2022
Abulhair Saparov, He He

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On the Relation between Sensitivity and Accuracy in In-context Learning


Sep 16, 2022
Yanda Chen, Chen Zhao, Zhou Yu, Kathleen McKeown, He He

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Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning


Apr 23, 2022
Vishakh Padmakumar, Leonard Lausen, Miguel Ballesteros, Sheng Zha, He He, George Karypis

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* Accepted to appear at NAACL 2022 

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Amortized Noisy Channel Neural Machine Translation


Dec 16, 2021
Richard Yuanzhe Pang, He He, Kyunghyun Cho

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QuALITY: Question Answering with Long Input Texts, Yes!


Dec 16, 2021
Richard Yuanzhe Pang, Alicia Parrish, Nitish Joshi, Nikita Nangia, Jason Phang, Angelica Chen, Vishakh Padmakumar, Johnny Ma, Jana Thompson, He He, Samuel R. Bowman

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