Gerard de Melo — Source Code

OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization
SCALOR: Generative World Models with Scalable Object Representations
A Joint Framework for Inductive Representation Learning and Explainable Reasoning in Knowledge Graphs

References:

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

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HID: Hierarchical Multiscale Representation Learning for Information Diffusion

References:

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.

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Contrastive Visual-Linguistic Pretraining

References:

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.

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GitEvolve: Predicting the Evolution of GitHub Repositories

References:

GitEvolve: Predicting the Evolution of GitHub Repositories   BibTeX
Honglu Zhou, Hareesh Ravi, Carlos M. Muniz, Vahid Azizi, Linda Ness, Gerard de Melo, Mubbasir Kapadia (2020)
ArXiv 2010.04366, 2020.

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Cross-Domain Learning for Classifying Propaganda in Online Contents

References:

Cross-Domain Learning for Classifying Propaganda in Online Contents   BibTeX
Liqiang Wang, Xiaoyu Shen, Gerard de Melo, Gerhard Weikum (2020)
In: Proc. Conference on Truth and Trust Online (TTO) 2020.

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Facts That Matter: Dynamic Fact Retrieval for Entity-Centric Search Queries

References:

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).

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Rhetorically Controlled Encoder-Decoder for Modern Chinese Poetry Generation

References:

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.

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Be Concise and Precise: Synthesizing Open-Domain Entity Descriptions from Facts
Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
CITE: A Corpus Of Text-Image Discourse Relations

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Source Code

A Robust Self-Learning Framework for Cross-Lingual Text Classification
Using Multi-Sense Vector Embeddings for Reverse Dictionaries

References:

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.

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Generating Fine-Grained Open Vocabulary Entity Type Descriptions

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Co-PACRR: A Context-Aware Neural IR Model for Ad-hoc Retrieval
PEAK: Automated Summary Quality Evaluation using the Pyramid Method
NomLex-PT: A Lexicon of Portuguese Nominalizations

References:

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.

Source Code

Good, Great, Excellent: Global Inference of Semantic Intensities

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