R2-D2: System for Open-Domain Question Answering

Czech title

R2-D2: Systém pro odpovídání na otázky v otevřené doméně

Type

software

License

required - free

Authors

Fajčík Martin, Ing. (DCGM FIT BUT)
Dočekal Martin, Ing. (DCGM FIT BUT)
Ondřej Karel, Ing. (DCGM FIT BUT)
Smrž Pavel, doc. RNDr., Ph.D. (DCGM FIT BUT)

Keywords

question answering, transformers, ELECTRA, T5, FiD, RoBERTa, DPR, passage reranking, answer reranking

Description

The official implemnation of system published in conference article "R2-D2: A Modular Baseline for Open-Domain Question Answering". The publication is available at https://aclanthology.org/2021.findings-emnlp.73/.

Location

https://github.com/KNOT-FIT-BUT/R2-D2

Projects

Distant Reading for European Literary History (LTC18054)
VVI e-INFRA CZ (ORJ 90140) (e-INFRA CZ )

Research groups

Knowledge Technology Research Group (VZ KNOT)

Departments

Department of Computer Graphics and Multimedia FIT BUT (DCGM FIT BUT)