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IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach


Sep 08, 2022
Sergio Burdisso, Juan Zuluaga-Gomez, Esau Villatoro-Tello, Martin Fajcik, Muskaan Singh, Pavel Smrz, Petr Motlicek

* This manuscript has been submitted to the 5th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE @ EMNLP 2022) 

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IDIAPers @ Causal News Corpus 2022: Extracting Cause-Effect-Signal Triplets via Pre-trained Autoregressive Language Model


Sep 08, 2022
Martin Fajcik, Muskaan Singh, Juan Zuluaga-Gomez, Esaú Villatoro-Tello, Sergio Burdisso, Petr Motlicek, Pavel Smrz

* Manuscript submitted to [email protected] 

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


Jul 28, 2022
Martin Fajcik, Petr Motlicek, Pavel Smrz

* First release 

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R2-D2: A Modular Baseline for Open-Domain Question Answering


Sep 08, 2021
Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz

* Accepted to Findings of EMNLP'21. arXiv admin note: substantial text overlap with arXiv:2102.10697 

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Pruning the Index Contents for Memory Efficient Open-Domain QA


Feb 21, 2021
Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz


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NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned


Jan 01, 2021
Sewon Min, Jordan Boyd-Graber, Chris Alberti, Danqi Chen, Eunsol Choi, Michael Collins, Kelvin Guu, Hannaneh Hajishirzi, Kenton Lee, Jennimaria Palomaki, Colin Raffel, Adam Roberts, Tom Kwiatkowski, Patrick Lewis, Yuxiang Wu, Heinrich Küttler, Linqing Liu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel, Sohee Yang, Minjoon Seo, Gautier Izacard, Fabio Petroni, Lucas Hosseini, Nicola De Cao, Edouard Grave, Ikuya Yamada, Sonse Shimaoka, Masatoshi Suzuki, Shumpei Miyawaki, Shun Sato, Ryo Takahashi, Jun Suzuki, Martin Fajcik, Martin Docekal, Karel Ondrej, Pavel Smrz, Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Weizhu Chen, Jianfeng Gao, Barlas Oguz, Xilun Chen, Vladimir Karpukhin, Stan Peshterliev, Dmytro Okhonko, Michael Schlichtkrull, Sonal Gupta, Yashar Mehdad, Wen-tau Yih

* 26 pages 

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Rethinking the objectives of extractive question answering


Aug 28, 2020
Martin Fajcik, Josef Jon, Santosh Kesiraju, Pavel Smrz

* Preprint version 

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JokeMeter at SemEval-2020 Task 7: Convolutional humor


Aug 25, 2020
Martin Docekal, Martin Fajcik, Josef Jon, Pavel Smrz


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BUT-FIT at SemEval-2020 Task 5: Automatic detection of counterfactual statements with deep pre-trained language representation models


Jul 28, 2020
Martin Fajcik, Josef Jon, Martin Docekal, Pavel Smrz


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


Mar 21, 2019
Martin Fajcik, Lukáš Burget, Pavel Smrz

* This work has been submitted to NAACL SemEval workshop. Work in progress 

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