Heshaam Faili
Heshaam Faili has 2 papers in our library, in 2026, most of them on Code & programming languages, Semantic parsing & meaning representation; often with Mohammad Javad Dousti.
OpenAlex · h-index 0 · 3 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 worksComputer Networks and Communications · 1 work
🧭 Topics 2Research subjects and languages the work is about.Code & programming languages · 1 workSemantic parsing & meaning representation · 1 work
Works by year
2020s
Papers
- MDP-GRPO: Stabilized Group Relative Policy Optimization for Multi-Constraint Instruction Following (2026)
The paper tackles a weakness of GRPO when training LLMs to follow prompts that bundle several verifiable constraints, such as formatting, keywords, casing or exact endings. - SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases (2026)
Enterprise databases can contain hundreds of tables, so passing the whole schema to an LLM-based Text-to-SQL system wastes tokens and adds noise.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Updated
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