Allyson Ettinger

Keywords Abstract Paper

Pre-training, NLP tasks, inference, role-based prediction

Julian Michael, Jan A. Botha, Ian Tenney

Keywords Abstract Paper

pretrained encoders, elmo, bert, latent learning

Adhiguna Kuncoro, Lingpeng Kong, Daniel Fried and

Dani Yogatama, Laura Rimell, Chris Dyer, Phil Blunsom

Keywords Abstract Paper

bert pretraining, structured tasks, natural understanding, textual learners

Daphne Ippolito, David Grangier, Douglas Eck, Chris Callison-Burch

Keywords Abstract Paper

unsupervised task, larger-scale tasks, Sentence-Level Models, sentence-level model

Ari Holtzman, Jan Buys, Li Du and

Maxwell Forbes, Yejin Choi

Keywords Abstract Paper

generation, text, NLG, NLP, natural language, natural language generation, language model, neural, neural language model

Jian Guan, Fei Huang, Minlie Huang and

Zhihao Zhao, Xiaoyan Zhu

Keywords Abstract Paper

Commonsense Generation, Story generation, generating story, Automatic evaluation

Huihan Yao, Ying Chen, Qinyuan Ye and

Xisen Jin, Xiang Ren

Keywords Abstract Paper

machine learning, fairness, language

Jian Liu, Yubo Chen, Kang Liu and

Wei Bi, Xiaojiang Liu

Keywords Abstract Paper

event extraction, ee, information task, classification task

Weihao Yu, Zihang Jiang, Yanfei Dong, Jiashi Feng

Keywords Abstract Paper

reading comprehension, logical reasoning, natural language processing

Bohan Li, Hao Zhou, Junxian He and

Mingxuan Wang, Yiming Yang, Lei Li

Keywords Abstract Paper

natural processing, semantic task, semantic tasks, pre-trained representations

Yue Dong, Shuohang Wang, Zhe Gan and

Yu Cheng, Jackie Chi Kit Cheung, Jingjing Liu

Keywords Abstract Paper

news summarization, factual inconsistency, pre-trained systems, extractive strategies

Tianxiao Shen, Jonas Mueller, Regina Barzilay, Tommi Jaakkola

Keywords Abstract Paper

Deep Learning - Generative Models and Autoencoders

Linyang Li, Ruotian Ma, Qipeng Guo and

Xiangyang Xue, Xipeng Qiu

Keywords Abstract Paper

adversarial attacks, downstream tasks, calculation, gradient-based methods

Jian Guan, Minlie Huang

Keywords Abstract Paper

open-ended generation, story generation, evaluating generation, constructing samples

Liqiang Xiao, Lu Wang, Hao He, Yaohui Jin

Keywords Abstract Paper

modeling importance, summarization, statistical methods, information theory

Songtao Fang, Zhenya Huang, Ming He and

Shiwei Tong, Xiaoqing Huang, Ye Liu, Jie Huang, Qi Liu

Keywords Abstract Paper

Data Mining, Information Retrieval, Mining Text, Web, Social Media

Kristian Miok, Gregor Pirs, Marko Robnik-Sikonja

Keywords Abstract Paper

Nader Akoury, Shufan Wang, Josh Whiting and

Stephen Hood, Nanyun Peng, Mohit Iyyer

Keywords Abstract Paper

story generation, assessing text, story models, storium

Haonan Wang, Yang Gao, Yu Bai and

Mirella Lapata, Heyan Huang

Keywords Abstract Paper

Zhepei Wei, Jianlin Su, Yue Wang and

Yuan Tian, Yi Chang

Keywords Abstract Paper

Relational Extraction, large-scale construction, overlapping problem, relational task

Anne Lauscher, Ivan Vulić, Edoardo Maria Ponti and

Anna Korhonen, Goran Glavaš

Keywords Abstract Paper

Hanlu Wu, Tengfei Ma, Lingfei Wu and

Tariro Manyumwa, Shouling Ji

Keywords Abstract Paper

summarization task, document system, rouge, unsupervised learning

Peng Xu, Mostofa Patwary, Mohammad Shoeybi and

Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro

Keywords Abstract Paper

text generation, pre-trained models, megatron-cntrl, large-scale models

Khyathi Raghavi Chandu, Ruo-Ping Dong, Alan W Black

Keywords Abstract Paper

generating narratives, artificial intelligence, prediction steps, generating steps

Arman Cohan, Sergey Feldman, Iz Beltagy and

Doug Downey, Daniel Weld

Keywords Abstract Paper

Document-level Learning, Representation learning, natural systems, classification

Kai Shu, Yichuan Li, Kaize Ding, Huan Liu

Keywords Abstract Paper

Youngsoo Jang, Seokin Seo, Jongmin Lee, Kee-Eung Kim

Keywords Abstract Paper

reinforcement learning, interactive fiction, Monte-Carlo tree search, natural language processing

Faeze Brahman, Alexandru Petrusca, Snigdha Chaturvedi

Keywords Abstract Paper

Changying Hao, Liang Pang, Yanyan Lan and

Yan Wang, Jiafeng Guo, Xueqi Cheng

Keywords Abstract Paper

Nikunj Saunshi, Sadhika Malladi, Sanjeev Arora

Keywords Abstract Paper

representation learning, self-supervised learning, language models, theory, transfer learning, natural language processing, unsupervised learning

Pengyu Cheng, Weituo Hao, Siyang Yuan and

Shijing Si, Lawrence Carin

Keywords Abstract Paper

Mutual Information, Pretrained Text Encoders, Contrastive Learning, Fairness

Yiyun Zhao, Steven Bethard

Keywords Abstract Paper

downstream task, NLP problems, knowledge-related tasks, downstream tasks

Timo Schick, Hinrich Schütze

Keywords Abstract Paper

NLP, rare task, BERTRAM, Word Embeddings

Saadia Gabriel, Chandra Bhagavatula, Vered Shwartz and

Ronan Le Bras, Maxwell Forbes, Yejin Choi

Keywords Abstract Paper

Dongyeop Kang, Eduard Hovy

Keywords Abstract Paper

nlp tasks, guiding realization, paragraph task, content prediction

Ye Liu, Yao Wan, Lifang He and

Hao Peng, Philip S. Yu

Keywords Abstract Paper

Sungho Jeon, Michael Strube

Keywords Abstract Paper

automated scoring, neural models, coherence model, linguistic coherence

Jinhua Zhu, Yingce Xia, Lijun Wu and

Di He, Tao Qin, Wengang Zhou, Houqiang Li, Tieyan Liu

Keywords Abstract Paper

BERT, Neural Machine Translation

Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng

Keywords Abstract Paper

human imagination, simile generation, mapping properties, sequence model

Xiaoxiao Guo, Mo Yu, Yupeng Gao and

Chuang Gan, Murray Campbell, Shiyu Chang

Keywords Abstract Paper

language techniques, language challenges, action generation, if solving