Research

Recruitment

  • Internship – Financial Forecasting With Deep Learning (pdf)
  • Internship – Open Information Extraction With External Knowledge (pdf)

Publications

8 documents

  • Simon Razniewski, Julien Romero. Do children texts hold the key to commonsense knowledge?. EMNLP 2022: The 2022 Conference on Empirical Methods in Natural Language Processing, Dec 2022, Abu Dhabi, France. ⟨hal-03832361⟩
  • Tuan-Phong Nguyen, Simon Razniewski, Julien Romero, Gerhard Weikum. Refined Commonsense Knowledge from Large-Scale Web Contents. IEEE Transactions on Knowledge and Data Engineering, In press. ⟨hal-03537547v2⟩
  • Julien Romero, Simon Razniewski. Inside Quasimodo: Exploring Construction and Usage of Commonsense Knowledge. CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Oct 2020, Virtual Event Ireland, France. pp.3445-3448, ⟨10.1145/3340531.3417416⟩. ⟨hal-03537535⟩
  • Julien Romero. Harvesting commonsense and hidden knowledge from web services. Artificial Intelligence [cs.AI]. Institut Polytechnique de Paris, 2020. English. ⟨NNT : 2020IPPAT032⟩. ⟨tel-02979523⟩
  • Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian M. Suchanek. Equivalent Rewritings on Path Views with Binding Patterns. 17th Extended Semantic Web Conference, ESWC 2020, Mar 2020, Online, France. pp.446-462, ⟨10.1007/978-3-030-49461-2_26⟩. ⟨hal-02876611⟩
  • Julien Romero, Nicoleta Preda, Fabian Suchanek. Query Rewriting On Path Views Without Integrity Constraints. 2020. ⟨hal-03108494⟩
  • Julien Romero, Nicoleta Preda, Antoine Amarilli, Fabian Suchanek. Computing and Illustrating Query Rewritings on Path Views with Binding Patterns. International conference on information and knowledge management (CIKM), 2020, virtual, France. ⟨10.1145/3340531.3417431⟩. ⟨hal-03108517⟩
  • Julien Romero, Simon Razniewski, Koninika Pal, Jeff Pan, Archit Sakhadeo, et al.. Commonsense Properties from Query Logs and Question Answering Forums. 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), ACM, Nov 2019, Pékin, China. ⟨10.1145/3357384.3357955⟩. ⟨hal-02158602v2⟩

Other Publications

  • Thesis – Harvesting Commonsense and Hidden Knowledge From Web Services (pdf, slides)
  • Master Thesis – Abstractive Text Summarization with Neural Networks (pdf)

Software

The code used in all my papers is freely available on GitHub: https://github.com/Aunsiels

Pyformlang

Pyformlang is a Python library for manipulating formal languages. (doc)


Main Projects

Commonsense Knowledge Automatic Harvesting

Commonsense knowledge about object properties, human behavior, and general concepts is crucial for robust AI applications. However, the automatic acquisition of this knowledge is challenging because of sparseness and bias in online sources. (Learn More)

Discovery of Complex Schemas for RDF Knowledge Bases – Query Rewriting

Web services provide limited access methods to their internal data. In this project, we investigate new methods to combine these access methods efficiently to acquire new information not originally provided by the data provider. (Learn More)


Further Information


Additional Resources

  • Writing Computer Science Papers – A Few Tips: link