Rik van Noord, Antonio Toral, Johan Bos

Keywords Abstract Paper

discourse parsing, analysis, character-level representations, character representations

Piotr Przybyła, Matthew Shardlow

Keywords Abstract Paper

Akhila Yerukola, Mason Bretan, Hongxia Jin

Keywords Abstract Paper

Shu Okabe, Frédéric Blain, Lucia Specia

Keywords Abstract Paper

Multimodal Estimation, Machine Translation, Quality Estimation, Quality QE

Edoardo Barba, Luigi Procopio, Caterina Lacerra and

Tommaso Pasini, Roberto Navigli

Keywords Abstract Paper

Natural Language Processing, Natural Language Semantics, Resources and Evaluation

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

Wentao Ma, Yiming Cui, Ting Liu and

Dong Wang, Shijin Wang, Guoping Hu

Keywords Abstract Paper

Conversational Embedding, Retrieval-Based System, single-turn tasks, retrieval-based systems

Kosuke Takahashi, Katsuhito Sudoh, Satoshi Nakamura

Keywords Abstract Paper

Automatic Evaluation, machine translation, Cross-lingual Model, regression model

Sungho Jeon, Michael Strube

Keywords Abstract Paper

Zhengbao Jiang, Wei Xu, Jun Araki, Graham Neubig

Keywords Abstract Paper

Natural Analysis, Natural processing, dependency parsing, semantic labeling

Jonathan Mallinson, Rico Sennrich, Mirella Lapata

Keywords Abstract Paper

sentence simplification, translation, simplification, encoder-decoder models

Yuanyuan Zhao, Weiwei Sun, Junjie Cao, Xiaojun Wan

Keywords Abstract Paper

semantic parsing, second acquisition, Semantic Parsing, ESL

Machel Reid, Edison Marrese-Taylor, Yutaka Matsuo

Keywords Abstract Paper

definition modeling, estimation, generative model, variational inference

Michele Bevilacqua, Marco Maru, Roberto Navigli

Keywords Abstract Paper

generative modeling, definition modeling, discriminative tasks, word disambiguation

Ziqing Yang, Yiming Cui, Zhipeng Chen and

Wanxiang Che, Ting Liu, Shijin Wang, Guoping Hu

Keywords Abstract Paper

Natural Processing, supervised tasks, text classification, reading comprehension

Chris Kedzie, Kathleen McKeown

Keywords Abstract Paper

natural generation, training, data augmentation, neural models

Giovanni Paolini, Ben Athiwaratkun, Jason Krone and

Jie Ma, Alessandro Achille, RISHITA ANUBHAI, Cicero Nogueira dos Santos, Bing Xiang, Stefano Soatto

Keywords Abstract Paper

sequence to sequence, structured prediction, language models, transfer learning, few-shot learning, multi-task learning, generative modeling

Tatyana Ruzsics, Olga Sozinova, Ximena Gutierrez-Vasques, Tanja Samardzic

Keywords Abstract Paper

Hongge Chen, Si Si, Yang Li and

Ciprian Chelba, Sanjiv Kumar, Duane Boning, Cho-Jui Hsieh

Keywords Abstract Paper

Wei Wang, Bin Bi, Ming Yan and

Chen Wu, Jiangnan Xia, Zuyi Bao, Liwei Peng, Luo Si

Keywords Abstract Paper

Shun-Po Chuang, Tzu-Wei Sung, Alexander H. Liu, Hung-yi Lee

Keywords Abstract Paper

Speech translation, Word Embedding, ST, multitask learning

Muheng Yan, Yu-Ru Lin, Rebecca Hwa and

Ali Mert Ertugrul, Meiqi Guo, Wen-Ting Chung

Keywords Abstract Paper

classification, embeddings, impact, learning, performance, representations, terms, texts, word embeddings, words

Shuiliang Zhang, Hai Zhao, Junru Zhou and

Xi Zhou, Xiang Zhou

Keywords Abstract Paper

Prafulla Kumar Choubey, Ruihong Huang

Keywords Abstract Paper

Yaobo Liang, Nan Duan, Yeyun Gong and

Ning Wu, Fenfei Guo, Weizhen Qi, Ming Gong, Linjun Shou, Daxin Jiang, Guihong Cao, Xiaodong Fan, Ruofei Zhang, Rahul Agrawal, Edward Cui, Sining Wei, Taroon Bharti, Ying Qiao, Jiun-Hung Chen, Winnie Wu, Shuguang Liu, Fan Yang, Daniel Campos, Rangan Majumder, Ming Zhou

Keywords Abstract Paper

large-scale models, cross-lingual tasks, natural tasks, cross-lingual pre-training

Hao Fei, Yafeng Ren, Donghong Ji

Keywords Abstract Paper

end tasks, structure integration, main task, semantic- tasks

Tanya Goyal, Greg Durrett

Keywords Abstract Paper

Controlled Generation, Paraphrasing sentences, machine translation, Neural Preordering

Zhengbao Jiang, Antonios Anastasopoulos, Jun Araki and

Haibo Ding, Graham Neubig

Keywords Abstract Paper

factual retrieval, language models, lms, probing methods

Yada Pruksachatkun, Phil Yeres, Haokun Liu and

Jason Phang, Phu Mon Htut, Alex Wang, Ian Tenney, Samuel R. Bowman

Keywords Abstract Paper

multitask learning, probing, transfer learning, multitask training

Changhan Wang, Yun Tang, Xutai Ma and

Anne Wu, Dmytro Okhonko, Juan Pino

Keywords Abstract Paper

Ryokan Ri, Yoshimasa Tsuruoka

Keywords Abstract Paper

Cross-lingual Embeddings, mapping-based embeddings, bilingual induction, mapping-based embeddings

Shuohang Wang, Yuwei Fang, Siqi Sun and

Zhe Gan, Yu Cheng, Jingjing Liu, Jing Jiang

Keywords Abstract Paper

pre-training encoder, large-scale tasks, question answering, predicting words

Sangwhan Moon, Naoaki Okazaki

Keywords Abstract Paper

natural processing, downstream tasks, mitigation, large models

Ali Hakimi Parizi, Paul Cook

Keywords Abstract Paper

Malihe Alikhani, Piyush Sharma, Shengjie Li and

Radu Soricut, Matthew Stone

Keywords Abstract Paper

Caption Generation, image captioning, coherence prediction, Cross-modal Modeling

Venkata Subrahmanyan Govindarajan, Benjamin Van Durme, Aaron Steven White

Keywords Abstract Paper

linguistic generalization—, predicting generalization, expressions generalization, Decomposing Generalization

Yova Kementchedjhieva, Di Lu, Joel Tetreault

Keywords Abstract Paper

Tao Yu, Rui Zhang, Alex Polozov and

Christopher Meek, Ahmed H Awadallah

Keywords Abstract Paper

Pavlo Kapustin, Michael Kapustin

Keywords Abstract Paper

Zixu Wang, Yishu Miao, Lucia Specia

Keywords Abstract Paper

visual question answering, data augmentation, generative model, multimodal machine learning