Search Results for author: Izabela Kosmala

Found 2 papers, 1 papers with code

Contract Discovery: Dataset and a Few-Shot Semantic Retrieval Challenge with Competitive Baselines

1 code implementation • Findings of the Association for Computational Linguistics 2020 • Łukasz Borchmann, Dawid Wiśniewski, Andrzej Gretkowski, Izabela Kosmala, Dawid Jurkiewicz, Łukasz Szałkiewicz, Gabriela Pałka, Karol Kaczmarek, Agnieszka Kaliska, Filip Graliński

We propose a new shared task of semantic retrieval from legal texts, in which a so-called contract discovery is to be performed, where legal clauses are extracted from documents, given a few examples of similar clauses from other legal acts.

Ranked #1 on Semantic Retrieval on Contract Discovery

Few-Shot Learning Language Modelling +3

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ApplicaAI at SemEval-2020 Task 11: On RoBERTa-CRF, Span CLS and Whether Self-Training Helps Them

no code implementations • SEMEVAL 2020 • Dawid Jurkiewicz, Łukasz Borchmann, Izabela Kosmala, Filip Graliński

This paper presents the winning system for the propaganda Technique Classification (TC) task and the second-placed system for the propaganda Span Identification (SI) task.

Propaganda span identification

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