Search Results for author: Martin Docekal

Found 7 papers, 5 papers with code

OARelatedWork: A Large-Scale Dataset of Related Work Sections with Full-texts from Open Access Sources

2 code implementations3 May 2024 Martin Docekal, Martin Fajcik, Pavel Smrz

We show that the estimated upper bound for extractive summarization increases by 217% in the ROUGE-2 score, when using full content instead of abstracts.

Document Summarization Extractive Summarization +1

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.

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