Gerard de Melo — Source Code

OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization   BibTeX
Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal (2020)
In: Proc. AAAI 2020. AAAI Press.

SCALOR: Generative World Models with Scalable Object Representations   BibTeX
Jindong Jiang, Sepehr Janghorbani, Gerard de Melo, Sungjin Ahn (2020)
In: Proc. ICLR 2020. OpenReview.net.

A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs   BibTeX
Rajarshi Bhowmik, Gerard de Melo (2020)
In: Proc. ISWC 2020.

HID: Hierarchical Multiscale Representation Learning for Information Diffusion   BibTeX
Honglu Zhou, Shuyuan Xu, Zuohui Fu, Gerard de Melo, Yongfeng Zhang, Mubbasir Kapadia (2020)
In: Proc. IJCAI 2020. International Joint Conferences on Artificial Intelligence Organization.

Contrastive Visual-Linguistic Pretraining   BibTeX
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su (2020)
ArXiv 2007.13135, 2020.

Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries   BibTeX
Atharva Prabhat Paranjpe, Rajarshi Bhowmik, Gerard de Melo (2020)
In: Proc. International Semantic Web Conference 2020 (ISWC 2020) (Poster Paper).

Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation   BibTeX
Zhiqiang Liu, Zuohui Fu, Jie Cao, Gerard de Melo, Yik-Cheung Tam, Cheng Niu, Jie Zhou (2019)
In: Proc. ACL 2019. Association for Computational Linguistics.

Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts   BibTeX
Rajarshi Bhowmik, Gerard de Melo (2019)
In: Proc. The Web Conference 2019. ACM.

Reinforcement Knowledge Graph Reasoning for Explainable Recommendation   BibTeX
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang (2019)
In: Proc. SIGIR 2019. ACM.

CITE: A Corpus Of Text-Image Discourse Relations   BibTeX
Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone (2019)
In: Proc. NAACL-HLT 2019 (Short Paper). Association for Computational Linguistics.

A Robust Self-Learning Framework for Cross-Lingual Text Classification   BibTeX
Xin Dong, Gerard de Melo (2019)
In: Proc. EMNLP-IJCNLP 2019 (Short Paper). ACL.

Using Multi-Sense Vector Embeddings for Reverse Dictionaries   BibTeX
Michael Aloys Hedderich, Andrew Yates, Dietrich Klakow, Gerard de Melo (2019)
In: Proc. IWCS 2019. Association for Computational Linguistics.

Generating Fine-Grained Open Vocabulary Entity Type Descriptions   BibTeX
Rajarshi Bhowmik, Gerard de Melo (2018)
In: Proc. ACL 2018. Association for Computational Linguistics.

Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval   BibTeX
Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2018)
In: Proc. WSDM 2018. ACM.

OpenWordNet-PT: Taking Stock   BibTeX
Valeria de Paiva, Alexandre Rademaker, Livy Real, Fabricio Chalub, Gerard de Melo (2018)
In: Proc. NLCS 2018.

Embedding NomLex-BR Nominalizations into OpenWN-PT   BibTeX
Livy Real, Alexandre Rademaker, Valeria de Paiva, Gerard de Melo (2014)
In: Proc. 7th Global WordNet Conference (GWC 2014) (Short Paper).

OpenWordNet-PT: A Project Report   BibTeX
Alexandre Rademaker, Valeria de Paiva, Gerard de Melo, Livy Real, Maira Gatti (2014)
In: Proc. 7th Global WordNet Conference (GWC 2014).

OpenWordNet-PT: An Open Brazilian WordNet for Reasoning   BibTeX
Valeria de Paiva, Alexandre Rademaker, Gerard de Melo (2012)
In: Proc. COLING 2012 (Demonstration Paper).

A Position-Aware Deep Model for Relevance Matching in Information Retrieval   BibTeX
Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
In: Proc. EMNLP 2017. ACL.
Backbone of winning TREC 2017 Complex Answer Retrieval Competition submission

RE-PACRR: A Context and Density-Aware Neural Information Retrieval Model   BibTeX
Kai Hui, Andrew Yates, Klaus Berberich, Gerard de Melo (2017)
In: Proc. Neu-IR 2017 SIGIR Workshop on Neural Information Retrieval. ACM.

PEAK: Pyramid Evaluation via Automated Knowledge Extraction   BibTeX
Qian Yang, Rebecca J. Passonneau, Gerard de Melo (2016)
In: Proc. AAAI 2016. AAAI Press.

Medical Concept Embeddings via Labeled Background Corpora   BibTeX
Eneldo Loza Mencía, Gerard de Melo, Jinseok Nam (2016)
In: Proc. 10th Language Resources and Evaluation Conference (LREC 2016).

NomLex-PT: A Lexicon of Portuguese Nominalizations   BibTeX
Valeria de Paiva, Livy Real, Alexandre Rademaker, Gerard de Melo (2014)
In: Proc. LREC 2014. ELRA.

Extending a Lexicon of Portuguese Nominalizations with Data from Corpora   BibTeX
Cl\'audia Freitas, Valeria de Paiva, Alexandre Rademaker, Gerard de Melo, Livy Real, Anne Silva (2014)
In: Computational Processing of the Portuguese Language. Proc. PROPOR 2014. Springer Lecture Notes in Computer Science.

Good, Great, Excellent: Global Inference of Semantic Intensities   BibTeX
Gerard de Melo, Mohit Bansal (2013)
Transactions of the Association for Computational Linguistics 1:July 2013, 2013, p. 279–290. ACL. Oral presentation at ACL 2013.