Salem Lahlou
Salem Lahlou has 4 papers in our library, in 2026, most of them on Reasoning, Semitic languages, Evaluation & benchmarks; often with Ahmed Heakl, Hachem Madmoun, Jimin Huang.
OpenAlex · ORCID · h-index 6 · 72 works · 216 citations OpenAlex, 2026-10-14
📄 4 works in our library · 🔗 Cited 93 times in our library · 2 more in our library without a page yet · ⭐ Paper Stars ranking: #10635
Affiliations
Fields, topics and concepts
📚 Shelves 9The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 4 worksComputer Science · 4 worksArts and Humanities · 3 worksLanguage and Linguistics · 3 worksSocial Sciences · 2 worksDecision Sciences · 1 workEducation · 1 workManagement Science and Operations Research · 1 workSociology and Political Science · 1 work
🧭 Topics 3Research subjects and languages the work is about.Reasoning · 2 worksSemitic languages · 2 worksEvaluation & benchmarks · 1 work
Works by year
2020s
Papers
- SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant Reasoning (2026 · 4 citations)
Arabic financial NLP has almost no evaluation resources, even though Gulf economies and the Islamic finance industry produce large amounts of Arabic regulatory, juristic and corporate text. - ArabicDialectHub: A Cross-Dialectal Arabic Learning Resource and Platform (2026)
ArabicDialectHub targets a gap in Arabic learning. Most apps teach only MSA, and dialect corpora such as MADAR or PADIC are built for NLP research, not for learners. The author contributes two things. The first is a collection of 552 phrases organized for teaching, spanning MSA along with five dialects: Lebanese… - Communication Enables Cooperation in LLM Agents: A Comparison with Curriculum-Based Approaches (2026)
The paper examines how to make LLM agents cooperate in social dilemmas. It compares two interventions: an explicit communication channel and in-context curriculum learning. Four instruction-tuned models (Mixtral-8x22B, Qwen2.5-72B, Llama-3.3-70B, DeepSeek-V3) played classic game-theory scenarios through the DeepInfra… - SD-E2: Semantic Exploration for Reasoning Under Token Budgets (2026)
Small language models have a hard time with multi-step reasoning when token budgets are tight. They need to try different solution approaches, but sampling many traces is costly. Standard RL rewards such as GRPO also cannot tell a new strategy apart from a reworded old one. The authors propose SD-E2, an RL framework…
All works
- BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning ↗arXiv:1810.08272 · no summary yetMaxime Chevalier-Boisvert et al.2018 · 123 citations
- Minigrid & Miniworld: Modular & Customizable Reinforcement Learning Environments for Goal-Oriented Tasks ↗arXiv:2306.13831 · no summary yetMaxime Chevalier-Boisvert et al.2023 · 25 citations
- SAHM: A Benchmark for Arabic Financial and Shari'ah-Compliant ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Rania Elbadry, Sarfraz Ahmad, Ahmed Heakl, et al.2026 · 4 citations
- SD-E2: Semantic Exploration for Reasoning Under Token BudgetsFindings of the Association for Computational LinguisticsKshitij Mishra, Nils Lukas, Salem Lahlou2026
Co-authors here
- Ahmed Heakl
- Hachem Madmoun
- Jimin Huang
- Kshitij Mishra
- Momina Ahsan
- Nils Lukas
- Rania Elbadry
- Sarfraz Ahmad
- Sophia Ananiadou
- Veselin Stoyanov
- Yuxia Wang
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL) ×2: ACL 2026
- Workshop on NLP for Languages Using Arabic Script: Workshop on NLP for Languages Using Arabic Script 2026
- Conference of the European Chapter of the Association for Computational Linguistics (EACL): EACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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