no code implementations • 12 Oct 2022 • Ieva Staliūnaitė, Philip John Gorinski, Ignacio Iacobacci
Multihop Question Answering is a complex Natural Language Processing task that requires multiple steps of reasoning to find the correct answer to a given question.
2 code implementations • 1 Apr 2021 • Max Glockner, Ieva Staliūnaitė, James Thorne, Gisela Vallejo, Andreas Vlachos, Iryna Gurevych
Automated fact-checking systems verify claims against evidence to predict their veracity.
no code implementations • 13 Jan 2021 • Ieva Staliūnaitė, Philip John Gorinski, Ignacio Iacobacci
Determining the plausibility of causal relations between clauses is a commonsense reasoning task that requires complex inference ability.
no code implementations • EMNLP 2020 • Ieva Staliūnaitė, Ignacio Iacobacci
The results show differences in ability to represent compositional and lexical information between RoBERTa, BERT and DistilBERT.