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Compositional Generalization for Natural Language Interfaces to Web APIs


Dec 09, 2021
Saghar Hosseini, Ahmed Hassan Awadallah, Yu Su


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Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models


Nov 04, 2021
Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Hassan Awadallah, Bo Li

* Oral Presentation in NeurIPS 2021 (Datasets and Benchmarks Track). 24 pages, 4 figures, 12 tables 

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CLUES: Few-Shot Learning Evaluation in Natural Language Understanding


Nov 04, 2021
Subhabrata Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Christopher Meek, Ahmed Hassan Awadallah, Jianfeng Gao

* NeurIPS 2021 Datasets and Benchmarks Track 

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DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models


Oct 30, 2021
Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Zhangyang Wang, Ahmed Hassan Awadallah


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What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression


Oct 16, 2021
Mengnan Du, Subhabrata Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Hassan Awadallah


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LiST: Lite Self-training Makes Efficient Few-shot Learners


Oct 12, 2021
Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao


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A Conditional Generative Matching Model for Multi-lingual Reply Suggestion


Sep 15, 2021
Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah


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SummerTime: Text Summarization Toolkit for Non-experts


Sep 10, 2021
Ansong Ni, Zhangir Azerbayev, Mutethia Mutuma, Troy Feng, Yusen Zhang, Tao Yu, Ahmed Hassan Awadallah, Dragomir Radev

* EMNLP 2021 Demo Track 

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An Exploratory Study on Long Dialogue Summarization: What Works and What's Next


Sep 10, 2021
Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Hassan Awadallah, Dragomir Radev

* Findings of EMNLP 2021 

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MetaXT: Meta Cross-Task Transfer between Disparate Label Spaces


Sep 09, 2021
Srinagesh Sharma, Guoqing Zheng, Ahmed Hassan Awadallah


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WALNUT: A Benchmark on Weakly Supervised Learning for Natural Language Understanding


Aug 28, 2021
Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Hassan Awadallah


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Fairness via Representation Neutralization


Jun 23, 2021
Mengnan Du, Subhabrata Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Hassan Awadallah, Xia Hu


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XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation


Jun 12, 2021
Subhabrata Mukherjee, Ahmed Hassan Awadallah, Jianfeng Gao

* Code and checkpoints released (links in draft) 

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A Dataset and Baselines for Multilingual Reply Suggestion


Jun 03, 2021
Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Hassan Awadallah

* ACL 2021 

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MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning


Apr 16, 2021
Mengzhou Xia, Guoqing Zheng, Subhabrata Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Hassan Awadallah

* 2021 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2021) 

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QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization


Apr 13, 2021
Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Hassan Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir Radev

* Accepted by NAACL 2021 

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Self-Training with Weak Supervision


Apr 12, 2021
Giannis Karamanolakis, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah

* Accepted to NAACL 2021 (Long Paper) 

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NL-EDIT: Correcting semantic parse errors through natural language interaction


Mar 26, 2021
Ahmed Elgohary, Christopher Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Hassan Awadallah

* NAACL 2021 

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Structure-Grounded Pretraining for Text-to-SQL


Oct 24, 2020
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek, Oleksandr Polozov, Huan Sun, Matthew Richardson


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Adaptive Self-training for Few-shot Neural Sequence Labeling


Oct 07, 2020
Yaqing Wang, Subhabrata Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Hassan Awadallah


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Uncertainty-aware Self-training for Text Classification with Few Labels


Jun 27, 2020
Subhabrata Mukherjee, Ahmed Hassan Awadallah


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Speak to your Parser: Interactive Text-to-SQL with Natural Language Feedback


Jun 01, 2020
Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah

* ACL 2020 

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Learning with Weak Supervision for Email Intent Detection


May 26, 2020
Kai Shu, Subhabrata Mukherjee, Guoqing Zheng, Ahmed Hassan Awadallah, Milad Shokouhi, Susan Dumais

* ACM SIGIR 2020 
* 10 pages, 3 figures 

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Smart To-Do : Automatic Generation of To-Do Items from Emails


May 05, 2020
Sudipto Mukherjee, Subhabrata Mukherjee, Marcello Hasegawa, Ahmed Hassan Awadallah, Ryen White

* 58th annual meeting of the Association for Computational Linguistics (ACL), 2020 

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Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer


May 02, 2020
Jieyu Zhao, Subhabrata Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Hassan Awadallah


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Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News


Apr 03, 2020
Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott Ruston, Huan Liu

* 17 pages, 5 figures, 4 tables 

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Meta Label Correction for Learning with Weak Supervision


Nov 10, 2019
Guoqing Zheng, Ahmed Hassan Awadallah, Susan Dumais


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