Papers by Ben Eyal
Building a Hebrew Semantic Role Labeling Lexical Resource from Parallel Movie Subtitles (2020.lrec-1)
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| Challenge: | Existing semantic role labeling resources for Hebrew are not available in English. |
| Approach: | They propose a semantic role labeling resource for Hebrew built semi-automatically through annotation projection from English to Hebrew. |
| Outcome: | The proposed resource is built semi-automatically from an English dataset . it includes morphological analysis, dependency syntax and semantic role labeling . |
Semantic Decomposition of Question and SQL for Text-to-SQL Parsing (2023.findings-emnlp)
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| Challenge: | Existing text-to-SQL models for complex queries are limited by the syntactic complexity of SQL. |
| Approach: | They propose a question decomposition language that decomposes SQL queries into simple and regular sub-queries. |
| Outcome: | The proposed language decomposes SQL queries into simple and regular sub-queries . it is more accessible to non-experts for complex queries, enabling interpretable output . |