Akos Kadar
Akos Kadar has 2 papers in our library, in 2017–2018, most of them on Language models & pretraining; often with Afra Alishahi, Emery Fine, Grzegorz Chrupała.
OpenAlex · h-index 11 · 30 works · 767 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 339 times in our library · 4 more in our library without a page yet · ⭐ Paper Stars ranking: #3297
Affiliations
🎓Tilburg UniversityTilburg ·
Netherlands2015–2024 · 16 papers🎓University of AntwerpAntwerp ·
Belgium2019–2022 · 3 papers🏢SamsungSeoul ·
South Korea2020–2021 · 2 papers
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 1Research subjects and languages the work is about.Language models & pretraining · 1 work
Works by year
2010s
20181 paperTextWorld: A Learning Environment for Text-based Games20171 paperRepresentation of Linguistic Form and Function in Recurrent Neural Networks
Papers
- TextWorld: A Learning Environment for Text-based Games (2018 · 331 citations)
Text adventure games such as Zork are a hard testbed for reinforcement learning. Both the observations and the actions are free-form, compositional language, the world is only partly visible, and rewards are rare. Hand-written games of this kind remain out of reach for current agents. The authors present TextWorld, a… - Representation of Linguistic Form and Function in Recurrent Neural Networks (2017 · 191 citations)
The paper addresses a gap in how we understand RNNs for language. Their hidden states are hard to interpret, and most interpretability work has focused on vision models rather than recurrent language models. Kádár, Chrupała and Alishahi propose two analysis tools:
All works
- TextWorld: A Learning Environment for Text-based GamesCommunications in computer and information scienceMarc-Alexandre Cote, Akos Kadar, Xingdi Yuan, et al.2018 · 331 citations
- FigureQA: An Annotated Figure Dataset for Visual ReasoningarXiv:1710.07300 · original ↗ · no summary yetSamira Ebrahimi Kahou et al.2017 · 234 citations
- Representation of Linguistic Form and Function in Recurrent Neural NetworksComputational LinguisticsÁkos Kádár, Grzegorz Chrupała, Afra Alishahi2017 · 191 citations
- Improving Lemmatization of Non-Standard Languages with Joint LearningProceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · original ↗ · no summary yetEnrique Manjavacas, Ákos Kádár, Mike Kestemont2019 · 35 citations
- DIDEC: The Dutch Image Description and Eye-tracking CorpusProceedings of the 27th International Conference on Computational Linguistics · original ↗ · no summary yetEmiel van Miltenburg et al.2018 · 25 citations
- Learning word meanings from images of natural scenesData Archiving and Networked Services (DANS) · original ↗ · no summary yetÁkos Kádár, Afra Alishahi, Grzegorz Chrupała2014 · 16 citations
Co-authors here
- Afra Alishahi
- Emery Fine
- Grzegorz Chrupała
- Layla El Asri
- Marc-Alexandre Cote
- Matthew Hausknecht
- Xingdi Yuan
Venues
- Computational Linguistics: Computational Linguistics 2017
- Communications in computer and information science: Communications in computer and information science 2018
- Data Archiving and Networked Services (DANS)
- Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)
- Proceedings of the 27th International Conference on Computational Linguistics
Cited by
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