Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem and

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

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

Robert Vacareanu, Marco A. Valenzuela-Escárcega, Rebecca Sharp, Mihai Surdeanu

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Chris Donahue, Mina Lee, Percy Liang

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text infilling, predicting text, writing tools, language modeling

Zhenyi Wang, Xiaoyang Wang, Bang An and

Dong Yu, Changyou Chen

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Faithful Generation, Text generation, table-to-text problem, Transformer-based framework

Mingda Chen, Kevin Gimpel

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Shaoru Guo, Ru Li, Hongye Tan and

Xiaoli Li, Yong Guan, Hongyan Zhao, Yueping Zhang

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Machine Comprehension, Sentence representation, SR, Machine MRC

Wenqing Chen, Jidong Tian, Liqiang Xiao and

Hao He, Yaohui Jin

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Yichong Leng, Xu Tan, Linchen Zhu and

Jin Xu, Renqian Luo, Linquan Liu, Tao Qin, Xiangyang Li, Edward Lin, Tie-Yan Liu

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Yuwei Fang, Shuohang Wang, Zhe Gan and

Siqi Sun, Jingjing Liu

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Xisen Jin, Zhongyu Wei, Junyi Du and

Xiangyang Xue, Xiang Ren

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natural language processing, interpretability

Jinming Zhao, Ming Liu, Longxiang Gao and

Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari

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summarization, cluster, sentence graph, text compression

Nathaniel Weir, João Sedoc, Benjamin Van Durme

Keywords Abstract Paper

causal generation, cods, neural models, seqseqs

Hitomi Yanaka, Koji Mineshima, Daisuke Bekki, Kentaro Inui

Keywords Abstract Paper

Systematicity Inference, inferences, generalization composition, monotonicity inferences

Zeyuan Ding, Zhihao Yang, Hongfei Lin, Jian Wang

Keywords Abstract Paper

Natural Language Processing, Dialogue, Natural Language Processing

Ahmed Elgohary, Saghar Hosseini, Ahmed Hassan Awadallah

Keywords Abstract Paper

semantic correction, one-shot translation, correction task, Parser

Ruipeng Jia, Yanan Cao, Hengzhu Tang and

Fang Fang, Cong Cao, Shi Wang

Keywords Abstract Paper

sentence-level summarization, node task, network mining, text summarization

Haw-Shiuan Chang, Amol Agrawal, Andrew McCallum

Keywords Abstract Paper

Bin Liu, Liang Wang, Guosheng Yin

Keywords Abstract Paper

Jiacheng Xu, Zhe Gan, Yu Cheng, Jingjing Liu

Keywords Abstract Paper

Discourse-Aware Summarization, document encoding, extractive selection, text models

Chengji Wang, Zhiming Luo, Yaojin Lin, Shaozi Li

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Computer Vision, Language and Vision, Recognition

Vishakh Padmakumar, He He

Keywords Abstract Paper

Tu Vu, Tong Wang, Tsendsuren Munkhdalai and

Alessandro Sordoni, Adam Trischler, Andrew Mattarella-Micke, Subhransu Maji, Mohit Iyyer

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language modeling, nlp tasks, text classification, question answering

Qing Li, Siyuan Huang, Yining Hong and

Yixin Chen, Ying Nian Wu, Song-Chun Zhu

Keywords Abstract Paper

Applications - Computer Vision

Yongxiu Xu, Heyan Huang, Chong Feng, Yue Hu

Keywords Abstract Paper

Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti

Keywords Abstract Paper

natural language processing, question answering, transformer models, neural networks, information retrieval, reranking

Rexhina Blloshmi, Simone Conia, Rocco Tripodi, Roberto Navigli

Keywords Abstract Paper

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

Hongliang Fei, Ping Li

Keywords Abstract Paper

Cross-Lingual Classification, sentiment classification, unsupervised system, classification

Manuel Widmoser, Maria Leonor Pacheco, Jean Honorio, Dan Goldwasser

Keywords Abstract Paper

Martin Schmitt, Hinrich Schütze

Keywords Abstract Paper

Matthias Lindemann, Jonas Groschwitz, Alexander Koller

Keywords Abstract Paper

am parsing, neural parsing, linguistically method, parsers

Diego Marcheggiani, Ivan Titov

Keywords Abstract Paper

semantic labeling, identifying predicates, labeling spans, syntax-aware srl

Bhargavi Paranjape, Mandar Joshi, John Thickstun and

Hannaneh Hajishirzi, Luke Zettlemoyer

Keywords Abstract Paper

language understanding, semi-supervised setting, complex models, explainer

Zihan Liu, Genta I Winata, Samuel Cahyawijaya and

Andrea Madotto, Zhaojiang Lin, Pascale Fung

Keywords Abstract Paper

Suraj Nair, Petra Galuscakova, Douglas W. Oard

Keywords Abstract Paper

CLIR, machine translation

Bosheng Ding, Linlin Liu, Lidong Bing and

Canasai Kruengkrai, Thien Hai Nguyen, Shafiq Joty, Luo Si, Chunyan Miao

Keywords Abstract Paper

machine learning, generalization, low-resource tasks, named recognition

Yu Chen, Lingfei Wu, Mohammed J. Zaki

Keywords Abstract Paper

deep learning, reinforcement learning, graph neural networks, natural language processing, question generation

Peng Cui, Le Hu, Yuanchao Liu

Keywords Abstract Paper

Yue Cao, Hui Liu, Xiaojun Wan

Keywords Abstract Paper

Neural Summarization, Cross-lingual summarization, cross-lingual training, pipeline methods

Kuan-Hao Huang, Kai-Wei Chang

Keywords Abstract Paper

Guirong Bai, Shizhu He, Kang Liu and

Jun Zhao, Zaiqing Nie

Keywords Abstract Paper