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ORCIDGerard de Melo
Person information
- affiliation: University of Potsdam, Germany
- affiliation: Hasso Plattner Institute, Potsdam, Germany
- affiliation (former): Rutgers, The State University of New Jersey, New Brunswick, USA
- affiliation (former): Tsinghua University
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2020 – today
- 2023
[j25]Manish Puri, Aparna S. Varde
, Gerard de Melo:
Commonsense based text mining on urban policy. Lang. Resour. Evaluation 57(2): 733-763 (2023)- [c165]Pingsheng Liu, Zhengjie Huang, Xiechi Zhang, Linlin Wang, Gerard de Melo, Xin Lin, Liang Pang, Liang He:
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation. AAAI 2023: 13255-13263 - [c164]Linlin Wang, Zefeng Cai, Gerard de Melo, Zhu Cao, Liang He:
Disentangled CVAEs with Contrastive Learning for Explainable Recommendation. AAAI 2023: 13691-13699 - [c163]Niklas Kammer, Florian Borchert, Silvia Winkler, Gerard de Melo, Matthieu-P. Schapranow:
Resolving Elliptical Compounds in German Medical Text. BioNLP@ACL 2023: 292-305 - [c162]Sedigheh Eslami, Christoph Meinel, Gerard de Melo:
PubMedCLIP: How Much Does CLIP Benefit Visual Question Answering in the Medical Domain? EACL (Findings) 2023: 1151-1163 - [c161]Lena Schwertmann, Manoj Prabhakar Kannan Ravi, Gerard de Melo:
Model-Agnostic Bias Measurement in Link Prediction. EACL (Findings) 2023: 1587-1603 - [c160]Sepehr Janghorbani, Gerard de Melo:
Multi-Modal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision-Language Models. EACL 2023: 1717-1727 - [c159]Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu:
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. EACL (Findings) 2023: 2147-2162 - [c158]Tolga Buz, Gerard de Melo:
WallStreetBets: An Analysis of Investment Advice Democratization. HICSS 2023: 2150-2159 - [c157]Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia:
Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. IJCAI 2023: 6519-6524 - [c156]Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen:
Robust NLP for Finance (RobustFin). KDD 2023: 5884-5885 - [c155]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco M. Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Fifth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2023: 1259-1262 - [c154]Aparna S. Varde, Gerard de Melo, Boxiang Dong:
Temporal Ordinance Mining for Event-Driven Social Media Reaction Analytics. WWW (Companion Volume) 2023: 1225-1227 - [i53]Tolga Buz, Gerard de Melo:
Democratization of Retail Trading: Can Reddit's WallStreetBets Outperform Investment Bank Analysts? CoRR abs/2301.00170 (2023) - [i52]Sepehr Janghorbani, Gerard de Melo:
MultiModal Bias: Introducing a Framework for Stereotypical Bias Assessment beyond Gender and Race in Vision Language Models. CoRR abs/2303.12734 (2023) - [i51]Konstantin Dobler, Gerard de Melo:
FOCUS: Effective Embedding Initialization for Specializing Pretrained Multilingual Models on a Single Language. CoRR abs/2305.14481 (2023) - [i50]Margarita Bugueño, Gerard de Melo:
Connecting the Dots: What Graph-Based Text Representations Work Best for Text Classification using Graph Neural Networks? CoRR abs/2305.14578 (2023) - [i49]Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo, Sneha Singhania, Jiaoyan Chen, Stefan Dietze, Hajira Jabeen, Janna Omeliyanenko, Wen Zhang, Matteo Lissandrini, Russa Biswas, Gerard de Melo, Angela Bonifati, Edlira Vakaj, Mauro Dragoni, Damien Graux:
Large Language Models and Knowledge Graphs: Opportunities and Challenges. CoRR abs/2308.06374 (2023) - [i48]Lucas Liebe, Franz Sauerwald, Sylwester Sawicki, Matthias Schneider, Leo Schuhmann, Tolga Buz, Paul Boes, Ahmad Ahmadov, Gerard de Melo:
FARSEC: A Reproducible Framework for Automatic Real-Time Vehicle Speed Estimation Using Traffic Cameras. CoRR abs/2309.14468 (2023) - [i47]Zengguang Hao, Jie Zhang, Binxia Xu, Yafang Wang, Gerard de Melo, Xiaolong Li:
IntentDial: An Intent Graph based Multi-Turn Dialogue System with Reasoning Path Visualization. CoRR abs/2310.11818 (2023) - [i46]Johannes Hagemann, Samuel Weinbach, Konstantin Dobler, Maximilian Schall, Gerard de Melo:
Efficient Parallelization Layouts for Large-Scale Distributed Model Training. CoRR abs/2311.05610 (2023) - 2022
- [j24]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan F. Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. ACM Comput. Surv. 54(4): 71:1-71:37 (2022) - [j23]Xiang Long, Gerard de Melo, Dongliang He, Fu Li, Zhizhen Chi, Shilei Wen, Chuang Gan:
Purely Attention Based Local Feature Integration for Video Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 2140-2154 (2022) - [j22]Babajide Owoyele, James P. Trujillo, Gerard de Melo, Wim T. J. L. Pouw:
Masked-Piper: Masking personal identities in visual recordings while preserving multimodal information. SoftwareX 20: 101236 (2022) - [c153]Zefeng Cai, Linlin Wang, Gerard de Melo, Fei Sun, Liang He:
Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation. ACL (Findings) 2022: 68-78 - [c152]Shijie Geng, Zuohui Fu, Yingqiang Ge, Lei Li, Gerard de Melo, Yongfeng Zhang:
Improving Personalized Explanation Generation through Visualization. ACL (1) 2022: 244-255 - [c151]Pratik Agrawal, Tolga Buz, Gerard de Melo:
WallStreetBets Beyond GameStop, YOLOs, and the Moon: The Unique Traits of Reddit's Finance Communities. AMCIS 2022 - [c150]Honglu Zhou, Advith Chegu, Samuel S. Sohn, Zuohui Fu, Gerard de Melo, Mubbasir Kapadia:
D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning. CIKM 2022: 2732-2742 - [c149]Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li:
Frozen CLIP Models are Efficient Video Learners. ECCV (35) 2022: 388-404 - [c148]Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo:
Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. ECIR (2) 2022: 102-110 - [c147]Changqun Li, Linlin Wang, Xin Lin, Gerard de Melo, Liang He:
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization. EMNLP 2022: 1096-1106 - [c146]Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. EMNLP 2022: 2809-2821 - [c145]Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel:
Art Creation with Multi-Conditional StyleGANs. IJCAI 2022: 4936-4942 - [c144]Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo:
Assessing Combinational Generalization of Language Models in Biased Scenarios. AACL/IJCNLP (2) 2022: 392-397 - [c143]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Fourth Knowledge-aware and Conversational Recommender Systems Workshop (KaRS). RecSys 2022: 663-666 - [c142]Shijie Geng, Zuohui Fu, Juntao Tan, Yingqiang Ge, Gerard de Melo, Yongfeng Zhang:
Path Language Modeling over Knowledge Graphsfor Explainable Recommendation. WWW 2022: 946-955 - [e4]Vito Walter Anelli, Pierpaolo Basile, Gerard de Melo, Francesco Maria Donini, Antonio Ferrara, Cataldo Musto, Fedelucio Narducci, Azzurra Ragone, Markus Zanker:
Proceedings of the Fourth Knowledge-aware and Conversational Recommender Systems Workshop co-located with 16th ACM Conference on Recommender Systems (RecSys 2022), Seattle, WA, USA, September 22nd, 2022. CEUR Workshop Proceedings 3294, CEUR-WS.org 2022 [contents] - [i45]Konstantin Dobler, Florian Hübscher, Jan Westphal, Alejandro Sierra Múnera, Gerard de Melo, Ralf Krestel:
Art Creation with Multi-Conditional StyleGANs. CoRR abs/2202.11777 (2022) - [i44]Xiang Hu, Haitao Mi, Liang Li, Gerard de Melo:
Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation. CoRR abs/2203.00281 (2022) - [i43]Ziyi Lin, Shijie Geng, Renrui Zhang, Peng Gao, Gerard de Melo, Xiaogang Wang, Jifeng Dai, Yu Qiao, Hongsheng Li:
Frozen CLIP Models are Efficient Video Learners. CoRR abs/2208.03550 (2022) - [i42]Terry Yue Zhuo, Yaqing Liao, Yuecheng Lei, Lizhen Qu, Gerard de Melo, Xiaojun Chang, Yazhou Ren, Zenglin Xu:
ViLPAct: A Benchmark for Compositional Generalization on Multimodal Human Activities. CoRR abs/2210.05556 (2022) - 2021
- [b2]Aidan Hogan, Eva Blomqvist, Michael Cochez, Claudia d'Amato, Gerard de Melo, Claudio Gutierrez, Sabrina Kirrane, José Emilio Labra Gayo, Roberto Navigli, Sebastian Neumaier, Axel-Cyrille Ngonga Ngomo, Axel Polleres, Sabbir M. Rashid, Anisa Rula, Lukas Schmelzeisen, Juan Sequeda, Steffen Staab, Antoine Zimmermann:
Knowledge Graphs. Synthesis Lectures on Data, Semantics, and Knowledge, Morgan & Claypool Publishers 2021, ISBN 978-3-031-00790-3, pp. 1-257 - [j21]Tugba Kulahcioglu, Gerard de Melo:
Semantics-aware typographical choices via affective associations. Lang. Resour. Evaluation 55(1): 105-126 (2021) - [c141]Bingchen Liu, Kunpeng Song, Yizhe Zhu, Gerard de Melo, Ahmed Elgammal:
TIME: Text and Image Mutual-Translation Adversarial Networks. AAAI 2021: 2082-2090 - [c140]Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. ACL/IJCNLP (1) 2021: 1379-1388 - [c139]Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. ACL/IJCNLP (1) 2021: 4897-4908 - [c138]Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo:
Data Augmentation with Adversarial Training for Cross-Lingual NLI. ACL/IJCNLP (1) 2021: 5158-5167 - [c137]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. LOUHI@EACL 2021: 28-37 - [c136]Zuohui Fu, Yikun Xian, Shijie Geng, Gerard de Melo, Yongfeng Zhang:
Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems. CIKM 2021: 494-503 - [c135]Sedigheh Eslami, Gerard de Melo, Christoph Meinel:
TeamS at VQA-Med 2021: BBN-Orchestra for Long-tailed Medical Visual Question Answering. CLEF (Working Notes) 2021: 1211-1217 - [c134]Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo:
Context-Aware Interaction Network for Question Matching. EMNLP (1) 2021: 3846-3853 - [c133]Shahab Raji, Gerard de Melo:
Guilt by Association: Emotion Intensities in Lexical Representations. EMNLP (1) 2021: 9911-9917 - [c132]Yikun Xian, Handong Zhao, Tak Yeon Lee, Sungchul Kim, Ryan A. Rossi, Zuohui Fu, Gerard de Melo, S. Muthukrishnan:
EXACTA: Explainable Column Annotation. KDD 2021: 3775-3785 - [c131]Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su:
Dense Contrastive Visual-Linguistic Pretraining. ACM Multimedia 2021: 5203-5212 - [c130]Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. NAACL-HLT 2021: 3083-3090 - [c129]Xiaoli He, Gerard de Melo:
Personality Predictive Lexical Cues and Their Correlations. RANLP 2021: 514-523 - [c128]Gerard de Melo:
How Can I Help You? Knowledge Graphs for Explainable Recommendation (Abstract). KaRS/ComplexRec@RecSys 2021 - [c127]Zuohui Fu, Yikun Xian, Yaxin Zhu, Shuyuan Xu, Zelong Li, Gerard de Melo, Yongfeng Zhang:
HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation. SIGIR 2021: 2415-2421 - [i41]Abu Awal Md Shoeb, Gerard de Melo:
Assessing Emoji Use in Modern Text Processing Tools. CoRR abs/2101.00430 (2021) - [i40]Rajarshi Bhowmik, Karl Stratos, Gerard de Melo:
Fast and Effective Biomedical Entity Linking Using a Dual Encoder. CoRR abs/2103.05028 (2021) - [i39]Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang:
Faithfully Explainable Recommendation via Neural Logic Reasoning. CoRR abs/2104.07869 (2021) - [i38]Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng:
Context-Aware Interaction Network for Question Matching. CoRR abs/2104.08451 (2021) - [i37]Shahab Raji, Gerard de Melo:
Guilt by Association: Emotion Intensities in Lexical Representations. CoRR abs/2104.08679 (2021) - [i36]Tolga Buz, Gerard de Melo:
Should You Take Investment Advice From WallStreetBets? A Data-Driven Approach. CoRR abs/2105.02728 (2021) - [i35]Xiang Hu, Haitao Mi, Zujie Wen, Yafang Wang, Yi Su, Jing Zheng, Gerard de Melo:
R2D2: Recursive Transformer based on Differentiable Tree for Interpretable Hierarchical Language Modeling. CoRR abs/2107.00967 (2021) - [i34]Lei Shi, Kai Shuang, Shijie Geng, Peng Gao, Zuohui Fu, Gerard de Melo, Yunpeng Chen, Sen Su:
Dense Contrastive Visual-Linguistic Pretraining. CoRR abs/2109.11778 (2021) - [i33]Sedigheh Eslami, Gerard de Melo, Christoph Meinel:
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? CoRR abs/2112.13906 (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]S. M. 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 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 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]