Microsoft at NAACL 2022

Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations

Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla

NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022

Publication PDF Project

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

Akari Asai, Matt Gardner, Hannaneh Hajishirzi

NAACL 2022 | July 2022

Publication

Few-Shot Semantic Parsing with Language Models Trained on Code

Richard Shin, Ben Van Durme

NAACL 2022 | July 2022

Publication Publication

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie (xingx)

Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | July 2022

Publication

On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning

Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | July 2022

Publication

ProQA: Structural Prompt-based Pre-training for Unified Question Answering

Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

NAACL 2022 | July 2022

Publication

What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research

Maartje Ter Hoeve, Julia Kiseleva, Maarten de Rijke

NAACL 2022 | July 2022

Publication

Privacy Leakage in Text Classification: A Data Extraction Approach

Adel Elmahdy, Huseyin Inan, Robert Sim

June 2022

Publication

MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation

Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen

NAACL 2022 | May 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data

Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat

NAACL 2022 | May 2022

Publication

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

NAACL 2022 | April 2022

Publication

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition

Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu

NAACL 2022 | April 2022

Publication

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)

NAACL 2022 | April 2022

Publication

KAT: A Knowledge Augmented Transformer for Vision-and-Language

Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao

NAACL 2022. Long paper, Oral. | January 2022

No.1 of OK-VQA Leaderboard (2021).

Publication Project

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie (xingx)

Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | July 2022

Publication

Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations

Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla

NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022

Publication PDF Project

On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning

Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | July 2022

Publication

Few-Shot Semantic Parsing with Language Models Trained on Code

Richard Shin, Ben Van Durme

NAACL 2022 | July 2022

Publication Publication

MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation

Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen

NAACL 2022 | May 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data

Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat

NAACL 2022 | May 2022

Publication

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

NAACL 2022 | April 2022

Publication

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition

Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu

NAACL 2022 | April 2022

Publication

KAT: A Knowledge Augmented Transformer for Vision-and-Language

Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao

NAACL 2022. Long paper, Oral. | January 2022

No.1 of OK-VQA Leaderboard (2021).

Publication Project

Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations

Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla

NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022

Publication PDF Project

On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning

Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | July 2022

Publication

What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research

Maartje Ter Hoeve, Julia Kiseleva, Maarten de Rijke

NAACL 2022 | July 2022

Publication

ProQA: Structural Prompt-based Pre-training for Unified Question Answering

Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

NAACL 2022 | July 2022

Publication

Few-Shot Semantic Parsing with Language Models Trained on Code

Richard Shin, Ben Van Durme

NAACL 2022 | July 2022

Publication Publication

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

Akari Asai, Matt Gardner, Hannaneh Hajishirzi

NAACL 2022 | July 2022

Publication

MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation

Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen

NAACL 2022 | May 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

NAACL 2022 | April 2022

Publication

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)

NAACL 2022 | April 2022

Publication

KAT: A Knowledge Augmented Transformer for Vision-and-Language

Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao

NAACL 2022. Long paper, Oral. | January 2022

No.1 of OK-VQA Leaderboard (2021).

Publication Project

Privacy Leakage in Text Classification: A Data Extraction Approach

Adel Elmahdy, Huseyin Inan, Robert Sim

June 2022

Publication

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)

NAACL 2022 | April 2022

Publication

KAT: A Knowledge Augmented Transformer for Vision-and-Language

Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao

NAACL 2022. Long paper, Oral. | January 2022

No.1 of OK-VQA Leaderboard (2021).

Publication Project

Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation

Jinyi Hu, Xiaoyuan Yi, Wenhao Li, Maosong Sun, Xing Xie (xingx)

Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL) | July 2022

Publication

Building Multilingual Machine Translation Systems That Serve Arbitrary X-Y Translations

Akiko Eriguchi, Shufang Xie, Tao Qin, Hany Hassan Awadalla

NAACL 2022 (The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies) | July 2022

Publication PDF Project

On the Effectiveness of Sentence Encoding for Intent Detection Meta-Learning

Tingting Ma, Qianhui Wu, Zhiwei Yu, Tiejun Zhao, Chin-Yew Lin

2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL 2022) | July 2022

Publication

What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research

Maartje Ter Hoeve, Julia Kiseleva, Maarten de Rijke

NAACL 2022 | July 2022

Publication

ProQA: Structural Prompt-based Pre-training for Unified Question Answering

Wanjun Zhong, Yifan Gao, Ning Ding, Yujia Qin, Zhiyuan Liu, Ming Zhou, Jiahai Wang, Jian Yin, Nan Duan

NAACL 2022 | July 2022

Publication

Few-Shot Semantic Parsing with Language Models Trained on Code

Richard Shin, Ben Van Durme

NAACL 2022 | July 2022

Publication Publication

Evidentiality-guided Generation for Knowledge-Intensive NLP Tasks

Akari Asai, Matt Gardner, Hannaneh Hajishirzi

NAACL 2022 | July 2022

Publication

MoEBERT: from BERT to Mixture-of-Experts via Importance-Guided Adaptation

Simiao Zuo, Qingru Zhang, Chen Liang, Pengcheng He, Tuo Zhao, Weizhu Chen

NAACL 2022 | May 2022

Publication

WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding

Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah

NAACL 2022 | May 2022

Publication Github Project

On the Economics of Multilingual Few-shot Learning: Modeling the Cost-Performance Trade-offs of Machine Translated and Manual Data

Kabir Ahuja, Monojit Choudhury, Sandipan Dandapat

NAACL 2022 | May 2022

Publication

ExSum: From Local Explanations to Model Understanding

Yilun Zhou, Marco Tulio Ribeiro, Julie Shah

NAACL 2022 | April 2022

Publication

ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition

Xinyu Wang, Min Gui, Yong Jiang, Zixia Jia, Nguyen Bach, Tao Wang, Zhongqiang Huang, Kewei Tu

NAACL 2022 | April 2022

Publication

Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting

Qingfeng Sun, Can Xu, Huang Hu, Yujing Wang, Jian Miao, Xiubo Geng, Yining Chen, Fei Xu, Daxin Jiang (姜大昕)

NAACL 2022 | April 2022

Publication

KAT: A Knowledge Augmented Transformer for Vision-and-Language

Liangke Gui, Borui Wang, Qiuyuan Huang, Alex Hauptmann, Yonatan Bisk, Jianfeng Gao

NAACL 2022. Long paper, Oral. | January 2022

No.1 of OK-VQA Leaderboard (2021).

Publication Project

Privacy Leakage in Text Classification: A Data Extraction Approach

Adel Elmahdy, Huseyin Inan, Robert Sim

June 2022

Publication