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Dense Contrastive Visual-Linguistic Pretraining


Sep 24, 2021
Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su

* Accepted by ACM Multimedia 2021. arXiv admin note: text overlap with arXiv:2007.13135 

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R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling


Jul 02, 2021
Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo

* To be published in the proceedings of ACL-IJCNLP 2021 

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Guilt by Association: Emotion Intensities in Lexical Representations


Apr 18, 2021
Shahab Raji, Gerard de Melo


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Context-Aware Interaction Network for Question Matching


Apr 17, 2021
Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng


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Faithfully Explainable Recommendation via Neural Logic Reasoning


Apr 16, 2021
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang

* Accepted in NAACL 2021 

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Fast and Effective Biomedical Entity Linking Using a Dual Encoder


Mar 08, 2021
Rajarshi Bhowmik, Karl Stratos, Gerard de Melo


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Assessing Emoji Use in Modern Text Processing Tools


Jan 02, 2021
Abu Awal Md Shoeb, Gerard de Melo


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Interactive Question Clarification in Dialogue via Reinforcement Learning


Dec 17, 2020
Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo

* COLING industry track 

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Cross-Domain Learning for Classifying Propaganda in Online Contents


Nov 22, 2020
Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum

* TTO 2020 

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Cross-Domain Learning forClassifying Propaganda in Online Contents


Nov 13, 2020
Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum

* TTO 2020 

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GitEvolve: Predicting the Evolution of GitHub Repositories


Oct 09, 2020
Honglu Zhou, Hareesh Ravi, Carlos M. Muniz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia


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COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce


Aug 21, 2020
Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo


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Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification


Jul 29, 2020
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo

* SIGIR 2020 (Short Paper) 

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Contrastive Visual-Linguistic Pretraining


Jul 26, 2020
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su


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Fairness-Aware Explainable Recommendation over Knowledge Graphs


Jun 28, 2020
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo


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Incorporating Pragmatic Reasoning Communication into Emergent Language


Jun 07, 2020
Yipeng Kang, Tonghan Wang, Gerard de Melo

* 8 pages. Submitted to NeurIPS 2020 

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TIME: Text and Image Mutual-Translation Adversarial Networks


May 27, 2020
Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal


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Character Matters: Video Story Understanding with Character-Aware Relations


May 09, 2020
Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo


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Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation


May 03, 2020
Kshitij Shah, Gerard de Melo

* Accepted for publication at LREC 2020 

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Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions


May 02, 2020
Abu Shoeb, Gerard de Melo


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A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs


May 01, 2020
Rajarshi Bhowmik, Gerard de Melo


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Knowledge Graphs


Mar 28, 2020
Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann

* Revision from previous version: - Fixing flight companies in Figure 3 and changing some other details - Giving Figure 4 analogous data to Figure 3 for easier comparison - Updating discussion of the figures in Section 2.1.3. - Updating Example B.6 to reflect the new Figure 4. - Minor formatting change for Figure 27 

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Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings


Mar 09, 2020
Xunjie Zhu, Gerard de Melo


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Long Short-Term Sample Distillation


Mar 02, 2020
Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi

* published as a conference paper at AAAI 2020 

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ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs


Jan 29, 2020
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo


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Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation


Dec 18, 2019
Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo

* AAAI 2020 

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Scalable Object-Oriented Sequential Generative Models


Oct 06, 2019
Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn

* First two authors contributed equally. 20 pages with appendix including implementation details 

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Reinforcement Knowledge Graph Reasoning for Explainable Recommendation


Jun 12, 2019
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang

* Accepted in SIGIR 2019 

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