2022

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D-HYPR: Harnessing Neighborhood Modeling and Asymmetry Preservation for Digraph Representation Learning
Honglu Zhou | Advith Chegu | Samuel S. Sohn | Zuohui Fu | Gerard de Melo | Mubbasir Kapadia
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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Path Language Modeling over Knowledge Graphsfor Explainable Recommendation
Shijie Geng | Zuohui Fu | Juntao Tan | Yingqiang Ge | Gerard de Melo | Yongfeng Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives
Xin Dong | Tanay Kumar Saha | Ke Zhang | Joel R. Tetreault | Alejandro Jaimes | Gerard de Melo
Advances in Information Retrieval - 44th European Conference on IR Research, ECIR 2022, Stavanger, Norway, April 10-14, 2022, Proceedings, Part II

2021

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Knowledge Graphs
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
2021

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HOOPS: Human-in-the-Loop Graph Reasoning for Conversational Recommendation
Zuohui Fu | Yikun Xian | Yaxin Zhu | Shuyuan Xu | Zelong Li | Gerard de Melo | Yongfeng Zhang
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

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Popcorn: Human-in-the-loop Popularity Debiasing in Conversational Recommender Systems
Zuohui Fu | Yikun Xian | Shijie Geng | Gerard de Melo | Yongfeng Zhang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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TeamS at VQA-Med 2021: BBN-Orchestra for Long-tailed Medical Visual Question Answering
Sedigheh Eslami | Gerard de Melo | Christoph Meinel
Proceedings of the Working Notes of CLEF 2021 - Conference and Labs of the Evaluation Forum, Bucharest, Romania, September 21st - to - 24th, 2021

2020

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Multi-document semantic relation extraction for news analytics
Yongpan Sheng | Zenglin Xu | Yafang Wang | Gerard de Melo
2020 Volume 23 Issue 3

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Illustrate Your Story: Enriching Text with Images
Sreyasi Nag Chowdhury | William Cheng | Gerard de Melo | Simon Razniewski | Gerhard Weikum
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification
Xin Dong | Yaxin Zhu | Yupeng Zhang | Zuohui Fu | Dongkuan Xu | Sen Yang | Gerard de Melo
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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Fairness-Aware Explainable Recommendation over Knowledge Graphs
Zuohui Fu | Yikun Xian | Ruoyuan Gao | Jieyu Zhao | Qiaoying Huang | Yingqiang Ge | Shuyuan Xu | Shijie Geng | Chirag Shah | Yongfeng Zhang | Gerard de Melo
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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CAFE: Coarse-to-Fine Neural Symbolic Reasoning for Explainable Recommendation
Yikun Xian | Zuohui Fu | Handong Zhao | Yingqiang Ge | Xu Chen | Qiaoying Huang | Shijie Geng | Zhou Qin | Gerard de Melo | S. Muthukrishnan | Yongfeng Zhang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

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EasyAug: An Automatic Textual Data Augmentation Platform for Classification Tasks
Siyuan Qiu | Binxia Xu | Jie Zhang | Yafang Wang | Xiaoyu Shen | Gerard de Melo | Chong Long | Xiaolong Li
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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What Sparks Joy: The AffectVec Emotion Database
Shahab Raji | Gerard de Melo
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
Yikun Xian | Zuohui Fu | S. Muthukrishnan | Gerard de Melo | Yongfeng Zhang
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25, 2019

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Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts
Rajarshi Bhowmik | Gerard de Melo
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

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Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval
Kai Hui | Andrew Yates | Klaus Berberich | Gerard de Melo
Proceedings of the Eleventh ACM International Conference on Web Search and Data Mining, WSDM 2018, Marina Del Rey, CA, USA, February 5-9, 2018

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Mapping Ordinances and Tweets using Smart City Characteristics to Aid Opinion Mining
Manish Puri | Xu Du | Aparna S. Varde | Gerard de Melo
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2017

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Position-Aware Representations for Relevance Matching in Neural Information Retrieval
Kai Hui | Andrew Yates | Klaus Berberich | Gerard de Melo
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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Enabling Participatory Design of 3D Virtual Scenes on Mobile Devices
Xiaowen Sun | Yafang Wang | Gerard de Melo | Wei Gai | Yuliang Shi | Lu Zhao | Yulong Bian | Juan Liu | Chenglei Yang | Xiangxu Meng
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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HiText: Text Reading with Dynamic Salience Marking
Qian Yang | Gerard de Melo | Yong Cheng | Sen Wang
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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Multimodal Question Answering over Structured Data with Ambiguous Entities
Huadong Li | Yafang Wang | Gerard de Melo | Changhe Tu | Baoquan Chen
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

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Inducing Conceptual Embedding Spaces from Wikipedia
Gerard de Melo
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2016

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Complex Schema Mapping and Linking Data: Beyond Binary Predicates
Jacobo Rouces | Gerard de Melo | Katja Hose
Proceedings of the Workshop on Linked Data on the Web, LDOW 2016, co-located with 25th International World Wide Web Conference (WWW 2016)

2015

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Why Researchers are Managers
Gerard de Melo
Proceedings of the 8th Workshop on Ph.D. Workshop in Information and Knowledge Management, PIKM 2015, Melbourne, Australia, October 19, 2015

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Knowlywood: Mining Activity Knowledge From Hollywood Narratives
Niket Tandon | Gerard de Melo | Abir De | Gerhard Weikum
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

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Lights, Camera, Action: Knowledge Extraction from Movie Scripts
Niket Tandon | Gerhard Weikum | Gerard de Melo | Abir De
Proceedings of the 24th International Conference on World Wide Web Companion, WWW 2015, Florence, Italy, May 18-22, 2015 - Companion Volume

2014

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Proceedings of the 7th Workshop on Ph.D Students, PIKM@CIKM 2014, Shanghai, China, November 3, 2014

Proceedings of the 7th Workshop on Ph.D Students, PIKM@CIKM 2014, Shanghai, China, November 3, 2014

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WebChild: harvesting and organizing commonsense knowledge from the web
Niket Tandon | Gerard de Melo | Fabian M. Suchanek | Gerhard Weikum
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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PIKM 2014: The 7th ACM Workshop for Ph.D. Students in Information and Knowledge Management
Gerard de Melo | Mouna Kacimi | Aparna S. Varde
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2013

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Searching the Web of Data
Gerard de Melo | Katja Hose
Advances in Information Retrieval - 35th European Conference on IR Research, ECIR 2013, Moscow, Russia, March 24-27, 2013. Proceedings

2012

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LINDA: distributed web-of-data-scale entity matching
Christoph Böhm | Gerard de Melo | Felix Naumann | Gerhard Weikum
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

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YAGO2: exploring and querying world knowledge in time, space, context, and many languages
Johannes Hoffart | Fabian M. Suchanek | Klaus Berberich | Edwin Lewis-Kelham | Gerard de Melo | Gerhard Weikum
Proceedings of the 20th International Conference on World Wide Web, WWW 2011, Hyderabad, India, March 28 - April 1, 2011 (Companion Volume)

2010

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MENTA: inducing multilingual taxonomies from wikipedia
Gerard de Melo | Gerhard Weikum
Proceedings of the 19th ACM Conference on Information and Knowledge Management, CIKM 2010, Toronto, Ontario, Canada, October 26-30, 2010

2009

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Towards a universal wordnet by learning from combined evidence
Gerard de Melo | Gerhard Weikum
Proceedings of the 18th ACM Conference on Information and Knowledge Management, CIKM 2009, Hong Kong, China, November 2-6, 2009

2007

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Multilingual Text Classification Using Ontologies
Gerard de Melo | Stefan Siersdorfer
Advances in Information Retrieval, 29th European Conference on IR Research, ECIR 2007, Rome, Italy, April 2-5, 2007, Proceedings