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One Embedder, Any Task: Instruction-Finetuned Text Embeddings


Dec 20, 2022
Hongjin Su, Weijia Shi, Jungo Kasai, Yizhong Wang, Yushi Hu, Mari Ostendorf, Wen-tau Yih, Noah A. Smith, Luke Zettlemoyer, Tao Yu

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Binding Language Models in Symbolic Languages


Oct 06, 2022
Zhoujun Cheng, Tianbao Xie, Peng Shi, Chengzu Li, Rahul Nadkarni, Yushi Hu, Caiming Xiong, Dragomir Radev, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

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* 24 pages, 10 figures 

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Selective Annotation Makes Language Models Better Few-Shot Learners


Sep 05, 2022
Hongjin Su, Jungo Kasai, Chen Henry Wu, Weijia Shi, Tianlu Wang, Jiayi Xin, Rui Zhang, Mari Ostendorf, Luke Zettlemoyer, Noah A. Smith, Tao Yu

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INSCIT: Information-Seeking Conversations with Mixed-Initiative Interactions


Jul 02, 2022
Zeqiu Wu, Ryu Parish, Hao Cheng, Sewon Min, Prithviraj Ammanabrolu, Mari Ostendorf, Hannaneh Hajishirzi

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Unsupervised Learning of Hierarchical Conversation Structure


May 24, 2022
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf

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* 14 pages, 4 figures 

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Automatic Dialect Density Estimation for African American English


Apr 03, 2022
Alexander Johnson, Kevin Everson, Vijay Ravi, Anissa Gladney, Mari Ostendorf, Abeer Alwan

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* Interspeech 2022 
* 5 pages, 2 figures 

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In-Context Learning for Few-Shot Dialogue State Tracking


Mar 16, 2022
Yushi Hu, Chia-Hsuan Lee, Tianbao Xie, Tao Yu, Noah A. Smith, Mari Ostendorf

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Dialogue State Tracking with a Language Model using Schema-Driven Prompting


Sep 15, 2021
Chia-Hsuan Lee, Hao Cheng, Mari Ostendorf

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* Accepted to EMNLP 2021 

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DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization


Sep 10, 2021
Zeqiu Wu, Bo-Ru Lu, Hannaneh Hajishirzi, Mari Ostendorf

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* EMNLP 2021 camera-ready 

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Assessing the Use of Prosody in Constituency Parsing of Imperfect Transcripts


Jun 14, 2021
Trang Tran, Mari Ostendorf

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* Interspeech 2021 

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