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ORCIDGerard de Melo
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- affiliation: Rutgers, The State University of New Jersey, New Brunswick, USA
- affiliation (former): Tsinghua University
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2020 – today
- 2021
[i33]Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. CoRR abs/2101.00430 (2021)- 2020
- [j20]Kai Yang
, Xinyu Kong, Yafang Wang, Jie Zhang, Gerard de Melo:
Reinforcement Learning Over Knowledge Graphs for Explainable Dialogue Intent Mining. IEEE Access 8: 85348-85358 (2020) - [j19]Zengguang Hao, Yafang Wang, Zining Liu, Gerard de Melo, Zenglin Xu:
Knowledge Fusion via Joint Tensor and Matrix Factorization. Cogn. Comput. 12(3): 642-653 (2020) - [j18]Wei Gai, Meng Qi, Mingcong Ma, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng:
Employing Shadows for Multi-Person Tracking Based on a Single RGB-D Camera. Sensors 20(4): 1056 (2020) - [j17]Drashti Pathak, Aparna S. Varde, Gerard de Melo, Clement Alo:
Hydroinformatics and the web: analytics and dissemination of hydrology data for climate change and sustainability. SIGWEB Newsl. 2020(Autumn): 3:1-3:17 (2020) - [j16]Tugba Kulahcioglu, Gerard de Melo:
Affect-Aware Word Clouds. ACM Trans. Interact. Intell. Syst. 10(4): 34:1-34:25 (2020) - [j15]Yongpan Sheng, Zenglin Xu, Yafang Wang, Gerard de Melo:
Multi-document semantic relation extraction for news analytics. World Wide Web 23(3): 2043-2077 (2020) - [c126]Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi:
Long Short-Term Sample Distillation. AAAI 2020: 4345-4352 - [c125]Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal:
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. AAAI 2020: 4836-4843 - [c124]Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo:
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. AAAI 2020: 7667-7674 - [c123]Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo:
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. AAAI 2020: 7756-7763 - [c122]Huan Xing, Chenglei Yang, Xiyu Bao, Sheng Li, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Fan Zhang, Xiangxu Meng:
MR Environments Constructed for a Large Indoor Physical Space. CGI 2020: 132-144 - [c121]Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang:
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CIKM 2020: 1645-1654 - [c120]Wangshu Zhang, Junhong Liu, Zujie Wen, Yafang Wang, Gerard de Melo:
Query Distillation: BERT-based Distillation for Ensemble Ranking. COLING (Industry) 2020: 33-43 - [c119]Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo:
Interactive Question Clarification in Dialogue via Reinforcement Learning. COLING (Industry) 2020: 78-89 - [c118]Xunjie Zhu, Gerard de Melo:
Sentence Analogies: Linguistic Regularities in Sentence Embeddings. COLING 2020: 3389-3400 - [c117]Binxia Xu, Siyuan Qiu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo:
Data Augmentation for Multiclass Utterance Classification - A Systematic Study. COLING 2020: 5494-5506 - [c116]Arun Ramachandran, Gerard de Melo:
Cross-Lingual Emotion Lexicon Induction using Representation Alignment in Low-Resource Settings. COLING 2020: 5879-5890 - [c115]Sm Mazharul Islam, Xin Dong, Gerard de Melo:
Domain-Specific Sentiment Lexicons Induced from Labeled Documents. COLING 2020: 6576-6587 - [c114]Abu Awal Md Shoeb, Gerard de Melo:
EmoTag1200: Understanding the Association between Emojis and Emotions. EMNLP (1) 2020: 8957-8967 - [c113]Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn:
SCALOR: Generative World Models with Scalable Object Representations. ICLR 2020 - [c112]Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia:
HID: Hierarchical Multiscale Representation Learning for Information Diffusion. IJCAI 2020: 3385-3391 - [c111]Da Huo, Gerard de Melo:
Inducing Universal Semantic Tag Vectors. LREC 2020: 3121-3127 - [c110]Kshitij Shah, Gerard de Melo:
Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. LREC 2020: 6930-6936 - [c109]Tugba Kulahcioglu, Gerard de Melo:
Fonts Like This but Happier: A New Way to Discover Fonts. ACM Multimedia 2020: 2973-2981 - [c108]Yipeng Kang, Tonghan Wang, Gerard de Melo:
Incorporating Pragmatic Reasoning Communication into Emergent Language. NeurIPS 2020 - [c107]Rajarshi Bhowmik, Gerard de Melo:
Explainable Link Prediction for Emerging Entities in Knowledge Graphs. ISWC (1) 2020: 39-55 - [c106]Atharva Prabhat Paranjpe, Rajarshi Bhowmik, Gerard de Melo:
Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries. ISWC (Demos/Industry) 2020: 310-315 - [c105]Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo:
Fairness-Aware Explainable Recommendation over Knowledge Graphs. SIGIR 2020: 69-78 - [c104]Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo:
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. SIGIR 2020: 1541-1544 - [c103]Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum:
Cross-Domain Learning for Classifying Propaganda in Online Contents. TTO 2020: 21-31 - [c102]Sreyasi Nag Chowdhury, William Cheng, Gerard de Melo, Simon Razniewski, Gerhard Weikum:
Illustrate Your Story: Enriching Text with Images. WSDM 2020: 849-852 - [c101]Siyuan Qiu, Binxia Xu, Jie Zhang, Yafang Wang, Xiaoyu Shen, Gerard de Melo, Chong Long, Xiaolong Li:
EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks. WWW (Companion Volume) 2020: 249-252 - [c100]Shahab Raji, Gerard de Melo:
What Sparks Joy: The AffectVec Emotion Database. WWW 2020: 2991-2997 - [i32]Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo:
Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. CoRR abs/2001.04346 (2020) - [i31]Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo:
ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. CoRR abs/2001.11121 (2020) - [i30]Liang Jiang, Zujie Wen, Zhongping Liang, Yafang Wang, Gerard de Melo, Zhe Li, Liangzhuang Ma, Jiaxing Zhang, Xiaolong Li, Yuan Qi:
Long Short-Term Sample Distillation. CoRR abs/2003.00739 (2020) - [i29]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutiérrez, José Emilio Labra Gayo, Sabrina Kirrane, Sebastian Neumaier, Axel Polleres, Roberto Navigli, Axel-Cyrille Ngonga Ngomo, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. CoRR abs/2003.02320 (2020) - [i28]Xunjie Zhu, Gerard de Melo:
Sentence Analogies: Exploring Linguistic Relationships and Regularities in Sentence Embeddings. CoRR abs/2003.04036 (2020) - [i27]Rajarshi Bhowmik, Gerard de Melo:
A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs. CoRR abs/2005.00637 (2020) - [i26]Abu Awal Md Shoeb, Gerard de Melo:
Are Emojis Emotional? A Study to Understand the Association between Emojis and Emotions. CoRR abs/2005.00693 (2020) - [i25]Kshitij Shah, Gerard de Melo:
Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation. CoRR abs/2005.01158 (2020) - [i24]Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo:
Character Matters: Video Story Understanding with Character-Aware Relations. CoRR abs/2005.08646 (2020) - [i23]Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal:
TIME: Text and Image Mutual-Translation Adversarial Networks. CoRR abs/2005.13192 (2020) - [i22]Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo:
Fairness-Aware Explainable Recommendation over Knowledge Graphs. CoRR abs/2006.02046 (2020) - [i21]Yipeng Kang, Tonghan Wang, Gerard de Melo:
Incorporating Pragmatic Reasoning Communication into Emergent Language. CoRR abs/2006.04109 (2020) - [i20]Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su:
Contrastive Visual-Linguistic Pretraining. CoRR abs/2007.13135 (2020) - [i19]Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo:
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. CoRR abs/2007.15072 (2020) - [i18]Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo:
COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce. CoRR abs/2008.09237 (2020) - [i17]Honglu Zhou, Hareesh Ravi, Carlos M. Muniz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia:
GitEvolve: Predicting the Evolution of GitHub Repositories. CoRR abs/2010.04366 (2020) - [i16]Yikun Xian, Zuohui Fu, Handong Zhao, Yingqiang Ge, Xu Chen, Qiaoying Huang, Shijie Geng, Zhou Qin, Gerard de Melo, S. Muthukrishnan, Yongfeng Zhang:
CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation. CoRR abs/2010.15620 (2020) - [i15]Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum:
Cross-Domain Learning for Classifying Propaganda in Online Contents. CoRR abs/2011.06844 (2020) - [i14]Xiang Hu, Zujie Wen, Yafang Wang, Xiaolong Li, Gerard de Melo:
Interactive Question Clarification in Dialogue via Reinforcement Learning. CoRR abs/2012.09411 (2020)
2010 – 2019
- 2019
- [j14]Xu Du, Matthew Kowalski, Aparna S. Varde, Gerard de Melo, Robert W. Taylor:
Public opinion matters: mining social media text for environmental management. SIGWEB Newsl. 2019(Autumn): 5:1-5:15 (2019) - [j13]Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum:
Understanding archetypes of fake news via fine-grained classification. Soc. Netw. Anal. Min. 9(1): 37:1-37:17 (2019) - [c99]Zhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou:
Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation. ACL (1) 2019: 1992-2001 - [c98]Xin Dong, Gerard de Melo:
A Robust Self-Learning Framework for Cross-Lingual Text Classification. EMNLP/IJCNLP (1) 2019: 6305-6309 - [c97]Tugba Kulahcioglu, Gerard de Melo:
Paralinguistic recommendations for affective word clouds. IUI 2019: 132-143 - [c96]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. IWCS (1) 2019: 247-258 - [c95]Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone:
CITE: A Corpus of Image-Text Discourse Relations. NAACL-HLT (1) 2019: 570-575 - [c94]Abu Awal Md Shoeb, Shahab Raji, Gerard de Melo:
EmoTag - Towards an Emotion-Based Analysis of Emojis. RANLP 2019: 1094-1103 - [c93]Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang:
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. SIGIR 2019: 285-294 - [c92]Wei Gai, Xiyu Bao, Meng Qi, Yafang Wang, Juan Liu, Gerard de Melo, Lu Wang, Lizhen Cui, Chenglei Yang, Xiangxu Meng:
Optimization Strategies for Real-Time Rendering of Virtual Scenes on Heterogeneous Mobile Devices. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 395-400 - [c91]Wei Gai, Meng Qi, Lu Wang, Chenglei Yang, Juan Liu, Yulong Bian, Gerard de Melo, Shijun Liu, Xiangxu Meng:
Catch the Shadow: Person Tracking Under Occlusion with a Single RGB-D Camera. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 413-418 - [c90]Yeqing Chen, Yulong Bian, Chenglei Yang, Xiyu Bao, Yafang Wang, Gerard de Melo, Juan Liu, Wei Gai, Lu Wang, Xiangxu Meng:
Leveraging Blowing as a Directly Controlled Interface. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2019: 419-424 - [c89]Huan Xing, Xiyu Bao, Fan Zhang, Wei Gai, Meng Qi, Juan Liu, Yuliang Shi, Gerard de Melo, Chenglei Yang, Xiangxu Meng:
Rotbav: A Toolkit for Constructing Mixed Reality Apps with Real-Time Roaming in Large Indoor Physical Spaces. VR 2019: 1245-1246 - [c88]Rajarshi Bhowmik, Gerard de Melo:
Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. WWW 2019: 116-126 - [e3]Maria Eskevich, Gerard de Melo, Christian Fäth, John P. McCrae, Paul Buitelaar, Christian Chiarcos, Bettina Klimek, Milan Dojchinovski:
2nd Conference on Language, Data and Knowledge, LDK 2019, May 20-23, 2019, Leipzig, Germany. OASICS 70, Schloss Dagstuhl - Leibniz-Zentrum für Informatik 2019, ISBN 978-3-95977-105-4 [contents] - [i13]Michael A. Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo:
Using Multi-Sense Vector Embeddings for Reverse Dictionaries. CoRR abs/1904.01451 (2019) - [i12]Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone:
CITE: A Corpus of Image-Text Discourse Relations. CoRR abs/1904.06286 (2019) - [i11]Rajarshi Bhowmik, Gerard de Melo:
Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts. CoRR abs/1904.07391 (2019) - [i10]Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal:
OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization. CoRR abs/1905.10836 (2019) - [i9]Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang:
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation. CoRR abs/1906.05237 (2019) - [i8]Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn:
Scalable Object-Oriented Sequential Generative Models. CoRR abs/1910.02384 (2019) - 2018
- [j12]Jacobo Rouces, Gerard de Melo, Katja Hose:
Addressing structural and linguistic heterogeneity in the Web. AI Commun. 31(1): 3-18 (2018) - [j11]Xiang Long, Chuang Gan, Gerard de Melo:
Video Captioning with Multi-Faceted Attention. Trans. Assoc. Comput. Linguistics 6: 173-184 (2018) - [c87]Zhu Cao, Linlin Wang, Gerard de Melo:
Link Prediction via Subgraph Embedding-Based Convex Matrix Completion. AAAI 2018: 2803-2810 - [c86]Xin Dong, Gerard de Melo:
Cross-Lingual Propagation for Deep Sentiment Analysis. AAAI 2018: 5771-5778 - [c85]Xiang Long, Chuang Gan, Gerard de Melo, Xiao Liu, Yandong Li, Fu Li, Shilei Wen:
Multimodal Keyless Attention Fusion for Video Classification. AAAI 2018: 7202-7209 - [c84]Xunjie Zhu, Tingfeng Li, Gerard de Melo:
Exploring Semantic Properties of Sentence Embeddings. ACL (2) 2018: 632-637 - [c83]Rajarshi Bhowmik, Gerard de Melo:
Generating Fine-Grained Open Vocabulary Entity Type Descriptions. ACL (1) 2018: 877-888 - [c82]Xin Dong, Gerard de Melo:
A Helping Hand: Transfer Learning for Deep Sentiment Analysis. ACL (1) 2018: 2524-2534 - [c81]Liqiang Wang, Yafang Wang, Gerard de Melo, Gerhard Weikum:
Five Shades of Untruth: Finer-Grained Classification of Fake News. ASONAM 2018: 593-594 - [c80]Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen:
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification. CVPR 2018: 7834-7843 - [c79]Liqiang Wang, Ziyu Guo, Yafang Wang, Zeyuan Cui, Shijun Liu, Gerard de Melo:
Social Media vs. News Media: Analyzing Real-World Events from Different Perspectives. DEXA (2) 2018: 471-479 - [c78]Manish Puri, Aparna S. Varde, Xu Du, Gerard de Melo:
Smart Governance Through Opinion Mining of Public Reactions on Ordinances. ICTAI 2018: 838-845 - [c77]Tugba Kulahcioglu, Gerard de Melo:
FontLex: A Typographical Lexicon based on Affective Associations. LREC 2018 - [c76]Gerard de Melo:
Metaphor Suggestions based on a Semantic Metaphor Repository. LREC 2018 - [c75]Yongpan Sheng, Zenglin Xu, Yafang Wang, Xiangyu Zhang, Jia Jia, Zhonghui You, Gerard de Melo:
Visualizing Multi-document Semantics via Open Domain Information Extraction. ECML/PKDD (3) 2018: 695-699 - [c74]Gerard de Melo, Tugba Kulahcioglu:
Predicting Semantic Signatures of Fonts. ICSC 2018: 115-122 - [c73]Chenxing Li, Gerui Wang, Gerard de Melo:
Context-Based Few-Shot Word Representation Learning. ICSC 2018: 239-242 - [c72]Ziyu Guo, Liqiang Wang, Yafang Wang, Guohua Zeng, Shijun Liu, Gerard de Melo:
Public Opinion Spamming: A Model for Content and Users on Sina Weibo. WebSci 2018: 210-214 - [c71]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval. WSDM 2018: 279-287 - [c70]Manish Puri, Xu Du, Aparna S. Varde, Gerard de Melo:
Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining. WWW (Companion Volume) 2018: 1721-1728 - [e2]Michael Cochez, Thierry Declerck, Gerard de Melo, Luis Espinosa Anke, Besnik Fetahu, Dagmar Gromann, Mayank Kejriwal, Maria Koutraki, Freddy Lécué, Enrico Palumbo, Harald Sack:
Proceedings of the First Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies (DL4KGS) co-located with the 15th Extended Semantic Web Conerence (ESWC 2018), Heraklion, Crete, Greece, June 4, 2018. CEUR Workshop Proceedings 2106, CEUR-WS.org 2018 [contents] - [i7]Rajarshi Bhowmik, Gerard de Melo:
Generating Fine-Grained Open Vocabulary Entity Type Descriptions. CoRR abs/1805.10564 (2018) - 2017
- [j10]Jacobo Rouces, Gerard de Melo, Katja Hose:
FrameBase: Enabling integration of heterogeneous knowledge. Semantic Web 8(6): 817-850 (2017) - [j9]Niket Tandon, Aparna S. Varde, Gerard de Melo:
Commonsense Knowledge in Machine Intelligence. SIGMOD Rec. 46(4): 49-52 (2017) - [c69]Sixue Liu, Gerard de Melo:
Should Algorithms for Random SAT and Max-SAT Be Different? AAAI 2017: 3915-3921 - [c68]Niket Tandon, Gerard de Melo, Gerhard Weikum:
WebChild 2.0 : Fine-Grained Commonsense Knowledge Distillation. ACL (System Demonstrations) 2017: 115-120 - [c67]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
PACRR: A Position-Aware Neural IR Model for Relevance Matching. EMNLP 2017: 1049-1058 - [c66]Zhu Cao, Linlin Wang, Gerard de Melo:
Multiple-Weight Recurrent Neural Networks. IJCAI 2017: 1483-1489 - [c65]Gerard de Melo:
Multilingual Vector Representations of Words, Sentences, and Documents. IJCNLP (Tutorial Abstracts) 2017: 3-5 - [c64]Liqiang Wang, Yafang Wang, Bin Liu, Lirong He, Shijun Liu, Gerard de Melo, Zenglin Xu:
Link prediction by exploiting network formation games in exchangeable graphs. IJCNN 2017: 619-626 - [c63]Gerard de Melo:
Inducing Conceptual Embedding Spaces from Wikipedia. WWW (Companion Volume) 2017: 43-50 - [c62]Huadong Li, Yafang Wang, Gerard de Melo, Changhe Tu, Baoquan Chen:
Multimodal Question Answering over Structured Data with Ambiguous Entities. WWW (Companion Volume) 2017: 79-88 - [c61]Qian Yang, Gerard de Melo, Yong Cheng, Sen Wang:
HiText: Text Reading with Dynamic Salience Marking. WWW (Companion Volume) 2017: 311-319 - [c60]Xiaowen Sun, Yafang Wang, Gerard de Melo, Wei Gai, Yuliang Shi, Lu Zhao, Yulong Bian, Juan Liu, Chenglei Yang, Xiangxu Meng:
Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices. WWW (Companion Volume) 2017: 473-482 - [c59]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
Position-Aware Representations for Relevance Matching in Neural Information Retrieval. WWW (Companion Volume) 2017: 799-800 - [i6]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
A Position-Aware Deep Model for Relevance Matching in Information Retrieval. CoRR abs/1704.03940 (2017) - [i5]Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo:
RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model. CoRR abs/1706.10192 (2017) - [i4]Xiang Long, Chuang Gan, Gerard de Melo, Jiajun Wu, Xiao Liu, Shilei Wen:
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification. CoRR abs/1711.09550 (2017) - 2016
- [j8]Gerard de Melo, Niket Tandon:
"Seeing is believing: the quest for multimodal knowledge" by Gerard de Melo and Niket Tandon, with Martin Vesely as coordinator. SIGWEB Newsl. 2016(Spring): 4:1-4:9 (2016) - [j7]E. Dario Gutiérrez, Ekaterina Shutova, Patricia Lichtenstein, Gerard de Melo, Luca Gilardi:
Detecting Cross-cultural Differences Using a Multilingual Topic Model. Trans. Assoc. Comput. Linguistics 4: 47-60 (2016) - [c58]Qian Yang, Rebecca J. Passonneau, Gerard de Melo:
PEAK: Pyramid Evaluation via Automated Knowledge Extraction. AAAI 2016: 2673-2680 - [c57]Linlin Wang, Zhu Cao, Yu Xia, Gerard de Melo:
Morphological Segmentation with Window LSTM Neural Networks. AAAI 2016: 2842-2848 - [c56]Chuang Gan, Ming Lin, Yi Yang, Gerard de Melo, Alexander G. Hauptmann:
Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. AAAI 2016: 3487- - [c55]Tong Ge, Yafang Wang, Gerard de Melo, Haofeng Li, Baoquan Chen:
Visualizing and Curating Knowledge Graphs over Time and Space. ACL (System Demonstrations) 2016: 25-30 - [c54]Linlin Wang, Zhu Cao, Gerard de Melo, Zhiyuan Liu:
Relation Classification via Multi-Level Attention CNNs. ACL (1) 2016 - [c53]Yafang Wang, Zhaochun Ren, Martin Theobald, Maximilian Dylla, Gerard de Melo:
Summary Generation for Temporal Extractions. DEXA (1) 2016: 370-386 - [c52]Huayong Xu, Yafang Wang, Kang Feng, Gerard de Melo, Wei Wu, Andrei Sharf, Baoquan Chen:
ShapeLearner: Towards Shape-Based Visual Knowledge Harvesting. ECAI 2016: 435-443 - [c51]Tong Ge, Yafang Wang, Gerard de Melo, Zengguang Hao, Andrei Sharf, Baoquan Chen:
ShapeExplorer: Querying and Exploring Shapes using Visual Knowledge. EDBT 2016: 648-651 - [c50]Jacobo Rouces, Gerard de Melo, Katja Hose:
Heuristics for Connecting Heterogeneous Knowledge via FrameBase. ESWC 2016: 20-35 - [c49]Jacobo Rouces, Gerard de Melo, Katja Hose:
Klint: Assisting Integration of Heterogeneous Knowledge. IJCAI 2016: 4262-4263 - [c48]John P. McCrae, Christian Chiarcos, Francis Bond, Philipp Cimiano, Thierry Declerck, Gerard de Melo, Jorge Gracia, Sebastian Hellmann, Bettina Klimek, Steven Moran, Petya Osenova, Antonio Pareja-Lora, Jonathan Pool:
The Open Linguistics Working Group: Developing the Linguistic Linked Open Data Cloud. LREC 2016 - [c47]Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam:
Medical Concept Embeddings via Labeled Background Corpora. LREC 2016 - [c46]Gerard de Melo:
Knowledge Graphs: Venturing Out into the Wild. KEKI/NLP&DBpedia@ISWC 2016: 1-9 - [c45]Jiaqiang Chen, Niket Tandon, Charles Darwis Hariman, Gerard de Melo:
WebBrain: Joint Neural Learning of Large-Scale Commonsense Knowledge. International Semantic Web Conference (1) 2016: 102-118