Syrine Krichene
Syrine Krichene has 3 papers in our library, in 2020–2023, most of them on Language models & pretraining, Question answering, Reasoning; often with Julian Eisenschlos, Thomas Müller, Chenxi Pang.
OpenAlex · h-index 10 · 25 works · 408 citations OpenAlex, 2026-10-14
📄 3 works in our library · 🔗 Cited 181 times in our library · ⭐ Paper Stars ranking: #3697
Affiliations
Concepts, shelves and topics
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 3 worksComputer Science · 3 worksArtificial Intelligence · 3 worksComputer Vision and Pattern Recognition · 3 worksLanguage and Linguistics · 3 worksInformation Systems · 1 work
🧭 Topics 5Research subjects and languages the work is about.Language models & pretraining · 1 workInformation retrieval & search · 1 workQuestion answering · 1 workReasoning · 1 workVision & language · 1 work
Works by year
2020s
Papers
- Understanding tables with intermediate pre-training (2020 · 158 citations)
Table entailment means deciding whether a sentence is supported or contradicted by a table. It requires understanding language and table layout together, plus numeric and discrete operations such as comparisons and aggregations. On TabFact, models still trail humans by a wide margin. The authors convert TAPAS, a… - Open Domain Question Answering over Tables via Dense Retrieval (2021 · 133 citations)
Most table QA systems assume the correct table is already provided. Real search engines and assistants, however, must first locate the relevant table in a large collection. This paper is the first to address open-domain QA over tables. It uses a two-stage pipeline: a dense retriever picks candidate tables, and a… - DePlot: One-shot visual language reasoning by plot-to-table translation (2023 · 121 citations)
Answering questions about charts and plots requires both precise extraction of the underlying values and multi-step numerical reasoning.
Co-authors here
- Julian Eisenschlos ×3
- Thomas Müller ×2
- Chenxi Pang
- Fangyu Liu
- Francesco Piccinno
- Jonathan Herzig
- Kenton Lee
- Mandar Joshi
- Nigel Collier
- Wenhu Chen
- Yasemin Altun
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2023, Findings of the Association for Computational Linguistics 2020
- Conference of the North American Chapter of the Association for Computational Linguistics (NAACL): NAACL 2021
Cited by
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