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Lifu Huang

How Knowledge Graph and Attention Help? A Quantitative Analysis into Bag-level Relation Extraction


Jul 26, 2021
Zikun Hu, Yixin Cao, Lifu Huang, Tat-Seng Chua

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Extracting Temporal Event Relation with Syntactic-Guided Temporal Graph Transformer


Apr 19, 2021
Shuaicheng Zhang, Lifu Huang, Qiang Ning

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Future is not One-dimensional: Graph Modeling based Complex Event Schema Induction for Event Prediction


Apr 15, 2021
Manling Li, Sha Li, Zhenhailong Wang, Lifu Huang, Kyunghyun Cho, Heng Ji, Jiawei Han, Clare Voss

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Global Attention for Name Tagging


Oct 19, 2020
Boliang Zhang, Spencer Whitehead, Lifu Huang, Heng Ji

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ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis


Oct 13, 2020
Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani

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* 11 pages. Accepted by INLG 2020 
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Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning


Sep 06, 2019
Lifu Huang, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

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* EMNLP'2019 
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PaperRobot: Incremental Draft Generation of Scientific Ideas


May 31, 2019
Qingyun Wang, Lifu Huang, Zhiying Jiang, Kevin Knight, Heng Ji, Mohit Bansal, Yi Luan

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* 12 pages. Accepted by ACL 2019 Code and resource is available at https://github.com/EagleW/PaperRobot 
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Describing a Knowledge Base


Sep 30, 2018
Qingyun Wang, Xiaoman Pan, Lifu Huang, Boliang Zhang, Zhiying Jiang, Heng Ji, Kevin Knight

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* 12 pages. Accepted by The 11th International Conference on Natural Language Generation (INLG 2018) Code at https://github.com/EagleW/Describing_a_Knowledge_Base 
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Tracking State Changes in Procedural Text: A Challenge Dataset and Models for Process Paragraph Comprehension


May 17, 2018
Bhavana Dalvi Mishra, Lifu Huang, Niket Tandon, Wen-tau Yih, Peter Clark

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* In Proc. NAACL'2018 
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Paper Abstract Writing through Editing Mechanism


May 15, 2018
Qingyun Wang, Zhihao Zhou, Lifu Huang, Spencer Whitehead, Boliang Zhang, Heng Ji, Kevin Knight

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* * Equal contribution. 6 pages. Accepted by ACL 2018; The code and dataset are available at https://github.com/EagleW/Writing-editing-Network 
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Entity-aware Image Caption Generation


Apr 21, 2018
Di Lu, Spencer Whitehead, Lifu Huang, Heng Ji, Shih-Fu Chang

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Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding


Apr 21, 2018
Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji, Kevin Knight

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* 10 pages 
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Learning Phrase Embeddings from Paraphrases with GRUs


Oct 13, 2017
Zhihao Zhou, Lifu Huang, Heng Ji

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* IJCNLP'2017 Workshop on Curation and Applications of Parallel and Comparable Corpora 
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Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures


Jul 04, 2017
Lifu Huang, Avirup Sil, Heng Ji, Radu Florian

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* EMNLP'2017 
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Zero-Shot Transfer Learning for Event Extraction


Jul 04, 2017
Lifu Huang, Heng Ji, Kyunghyun Cho, Clare R. Voss

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Building a Fine-Grained Entity Typing System Overnight for a New X (X = Language, Domain, Genre)


Mar 10, 2016
Lifu Huang, Jonathan May, Xiaoman Pan, Heng Ji

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