Search Results for author: Pavel Smrz

Found 16 papers, 9 papers with code

Claim-Dissector: An Interpretable Fact-Checking System with Joint Re-ranking and Veracity Prediction

1 code implementation28 Jul 2022 Martin Fajcik, Petr Motlicek, Pavel Smrz

We propose to disentangle the per-evidence relevance probability and its contribution to the final veracity probability in an interpretable way -- the final veracity probability is proportional to a linear ensemble of per-evidence relevance probabilities.

Fact Checking Re-Ranking

Query-Based Keyphrase Extraction from Long Documents

1 code implementation11 May 2022 Martin Docekal, Pavel Smrz

Transformer-based architectures in natural language processing force input size limits that can be problematic when long documents need to be processed.

Chunking Keyphrase Extraction

Pruning the Index Contents for Memory Efficient Open-Domain QA

2 code implementations21 Feb 2021 Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz

This work presents a novel pipeline that demonstrates what is achievable with a combined effort of state-of-the-art approaches.

Open-Domain Question Answering

JokeMeter at SemEval-2020 Task 7: Convolutional humor

no code implementations SEMEVAL 2020 Martin Docekal, Martin Fajcik, Josef Jon, Pavel Smrz

This paper describes our system that was designed for Humor evaluation within the SemEval-2020 Task 7.

BUT-FIT at SemEval-2019 Task 7: Determining the Rumour Stance with Pre-Trained Deep Bidirectional Transformers

1 code implementation SEMEVAL 2019 Martin Fajcik, Lukáš Burget, Pavel Smrz

This paper describes our system submitted to SemEval 2019 Task 7: RumourEval 2019: Determining Rumour Veracity and Support for Rumours, Subtask A (Gorrell et al., 2019).

General Classification Rumour Detection +1

WTF-LOD - A New Resource for Large-Scale NER Evaluation

no code implementations LREC 2016 Lubomir Otrusina, Pavel Smrz

This paper introduces the Web TextFull linkage to Linked Open Data (WTF-LOD) dataset intended for large-scale evaluation of named entity recognition (NER) systems.

Entity Linking named-entity-recognition +2

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