Mandar Joshi, Danqi Chen, Yinhan Liu and

Daniel S. Weld, Luke Zettlemoyer, Omer Levy

Keywords Abstract Paper

span tasks, question answering, coreference resolution, OntoNotes task

Shuai Pang, Jianqiang Ma, Zeyu Yan and

Yang Zhang, Jianping Shen

Keywords Abstract Paper

Sarthak Anand, Pradyumna Gupta, Hemant Yadav and

Debanjan Mahata, Rakesh Gosangi, Haimin Zhang, Rajiv Ratn Shah

Keywords Abstract Paper

Kenichi Iwatsuki, Akiko Aizawa

Keywords Abstract Paper

Yue Mao, Yi Shen, Chao Yu, Longjun Cai

Keywords Abstract Paper

Hou Jeung Han, Mohd Abbas Zaidi, Sathish Reddy Indurthi and

Nikhil Kumar Lakumarapu, Beomseok Lee, Sangha Kim

Keywords Abstract Paper

Jiatao Gu, Yinhan Liu, Naman Goyal and

Xian Li, Sergey Edunov, Marjan Ghazvininejad, Mike Lewis, Luke Zettlemoyer

Keywords Abstract Paper

machine tasks, pre-training, multilingual pre-training, mbart

Shahbaz Syed, Roxanne El Baff, Johannes Kiesel and

Khalid Al Khatib, Benno Stein, Martin Potthast

Keywords Abstract Paper

Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang

Keywords Abstract Paper

data-to-text generation, data-to-text tasks, fully-supervised setting, pre-training learning

El Moatez Billah Nagoudi, Muhammad Abdul-Mageed, Hasan Cavusoglu

Keywords Abstract Paper

Weijie Su, Xizhou Zhu, Yue Cao and

Bin Li, Lewei Lu, Furu Wei, Jifeng Dai

Keywords Abstract Paper

Visual-Linguistic, Generic Representation, Pre-training

Tom B Brown, Ben Mann, Nick Ryder and

Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen M Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel Ziegler, Jeffrey Wu, Clemens Winter, Chris Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, Dario Amodei

Keywords Abstract Paper

Aditi Chaudhary, Antonios Anastasopoulos, Adithya Pratapa and

David R. Mortensen, Zaid Sheikh, Yulia Tsvetkov, Graham Neubig

Keywords Abstract Paper

language preservation, cross-lingual transfer, descriptive language, first-pass specification

Changmao Li, Elaine Fisher, Rebecca Thomas and

Steve Pittard, Vicki Hertzberg, Jinho D. Choi

Keywords Abstract Paper

resume classification, job applications, real platforms, triple annotation

Nihal Potdar, Anderson Raymundo Avila, Chao Xing and

Dong Wang, Yiran Cao, Xiao Chen

Keywords Abstract Paper

Natural Language Processing, Dialogue, Speech

Shuohuan Wang, Jiaxiang Liu, Xuan Ouyang, Yu Sun

Keywords Abstract Paper

Weizhe Yuan, Graham Neubig, Pengfei Liu

Keywords Abstract Paper

Sebastian Weigelt, Vanessa Steurer, Tobias Hey, Walter F. Tichy

Keywords Abstract Paper

intelligent systems, information retrieval, Deep Understanding, end-user programming

Mohamed Yousef, Tom E. Bishop

Keywords Abstract Paper

text recognition, weakly supervised, handwriting recognition, convolutional neural network fully convolutional, ctc

Rafael Wampfler, Severin Klingler, Barbara Solenthaler and

Victor Schinazi, Markus Gross

Keywords Abstract Paper

classification, affective computing, smartphone, deep learning

Björn Browatzki, Christian Wallraven

Keywords Abstract Paper

face alignment, landmarks, few-shot, semi-supervised, unsupervised, autoencoder, adversarial, generative, image synthesis, detection

Xiaqing Xu, Qiang Meng, Yunxiao Qin and

Jianzhu Guo, Chenxu Zhao, Feng Zhou, Zhen Lei

Keywords Abstract Paper

Colin Lockard, Prashant Shiralkar, Xin Luna Dong, Hannaneh Hajishirzi

Keywords Abstract Paper

Zero-Shot Extraction, information extraction, distant supervision, generalization

Yanyan Zou, Xingxing Zhang, Wei Lu and

Furu Wei, Ming Zhou

Keywords Abstract Paper

abstractive summarization, sequence-to-sequence problem, sentence reordering, next generation

Alon Talmor, Ori Yoran, Amnon Catav and

Dan Lahav, Yizhong Wang, Akari Asai, Gabriel Ilharco, Hannaneh Hajishirzi, Jonathan Berant

Keywords Abstract Paper

Multi-Hop, Multi-Modal, Dataset, Question Answering, NLP

Rexhina Blloshmi, Simone Conia, Rocco Tripodi, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Natural Language Generation, Natural Language Processing

Chaofa Yuan, Chuang Fan, Jianzhu Bao, Ruifeng Xu

Keywords Abstract Paper

emotion-cause extraction, sequence problem, tagging scheme, linked components

Deya Banisakher, W. Victor Yarlott, Mohammed Aldawsari and

Naphtali Rishe, Mark Finlayson

Keywords Abstract Paper

Qiaochu Chen, Xinyu Wang, Xi Ye and

Greg Durrett, Isil Dillig

Keywords Abstract Paper

Programming by Example, Programming by Natural Languages, Program Synthesis, Regular Expression

Bashar Talafha, Mohammad Ali, Muhy Eddin Za’ter and

Haitham Seelawi, Ibraheem Tuffaha, Mostafa Samir, Wael Farhan, Hussein Al-Natsheh

Keywords Abstract Paper

Hongyin Tang, Xingwu Sun, Beihong Jin, Fuzheng Zhang

Keywords Abstract Paper

Milan Aggarwal, Hiresh Gupta, Mausoom Sarkar, Balaji Krishnamurthy

Keywords Abstract Paper

document extraction, semantic task, image resolution, structure extraction

Bin Liu, Liang Wang, Guosheng Yin

Keywords Abstract Paper

Renxuan Albert Li, Ihab Hajjar, Felicia Goldstein, Jinho D. Choi

Keywords Abstract Paper

Hao Tian, Can Gao, Xinyan Xiao and

Hao Liu, Bolei He, Hua Wu, Haifeng Wang, Feng Wu

Keywords Abstract Paper

Sentiment Pre-training, Sentiment Analysis, pre-training, sentiment tasks

Qi Zhang, Jingjie Li, Qinglin Jia and

Chuyuan Wang, Jieming Zhu, Zhaowei Wang, Xiuqiang He

Keywords Abstract Paper

Machine Learning, Recommender Systems, Recommender Systems

Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem and

Md Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos

Keywords Abstract Paper

AMR-to-Text Generation, GPT-too, Language-Model-First Approach, AMRs

Dayiheng Liu, Yeyun Gong, Yu Yan and

Jie Fu, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan

Keywords Abstract Paper

news generation, single generation, multi-source decoder, keyphrases

Naoki Otani, Satoru Ozaki, Xingyuan Zhao and

Yucen Li, Micaelah St Johns, Lori Levin

Keywords Abstract Paper

word-translation task, mwe translation, single-word translations, cross-lingual algorithms

Alexandre Tamborrino, Nicola Pellicanò, Baptiste Pannier and

Pascal Voitot, Louise Naudin

Keywords Abstract Paper

Commonsense Reasoning, common tasks, plausibility task, pre-training phase