---
title: "Firoj Alam — papers of 2026 — 10 papers, the most cited first"
description: "Firoj Alam — papers of 2026: 10 papers on Elamur Research, the most cited first — what each work is about in our own words."
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# Firoj Alam — papers of 2026 — 10 papers, the most cited first

10 papers · [all years of Firoj Alam](https://md.research.elamur.ai/free/en/authors/firoj-alam/#years)

**[From RAG to Agentic RAG for Faithful Islamic Question Answering](https://md.research.elamur.ai/free/en/papers/bhatia-2026-rag-agentic-rag-faithful-islamic/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Gagan Bhatia, Hamdy Mubarak, Mustafa Jarrar, et al.*2026 · 8 citations*

**[Beyond MCQ: An Open-Ended Arabic Cultural QA Benchmark with Dialect Variants](https://md.research.elamur.ai/free/en/papers/bhatti-2026-beyond-mcq-open-ended-arabic/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Hunzalah Hassan Bhatti, Firoj Alam*2026 · 3 citations*

- [MENASpeechBank: A Reference Voice Bank with Persona-Conditioned Multi-Turn Conversations for AudioLLMs arXiv:2602.07036](https://md.research.elamur.ai/free/en/papers/ali-2026-menaspeechbank-reference-voice-bank-persona/) — Zien Sheikh Ali, Hunzalah Hassan Bhatti, Rabindra Nath Nandi, et al. · 2026 · 2 citations

**[Once Correct, Still Wrong: Counterfactual Hallucination in Multilingual Vision-Language Models](https://md.research.elamur.ai/free/en/papers/mousi-2026-once-correct-still-wrong-counterfactual/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Basel Mousi, Fahim Dalvi, Shammur Absar Chowdhury, et al.*2026 · 2 citations*

- [WASIL: In-the-Wild Arabic Spoken Interactions with LLMs arXiv:2605.16364](https://md.research.elamur.ai/free/en/papers/ali-2026-wasil-wild-arabic-spoken-interactions/) — Zien Sheikh Ali, Hamdy Mubarak, Soon-Gyo Jung, et al. · 2026 · 2 citations
- [AHA-Memes: A Fine-Grained Multimodal Benchmark for Understanding Hate in Arabic Memes arXiv:2607.27393](https://md.research.elamur.ai/free/en/papers/kmainasi-2026-aha-memes-fine-grained-multimodal/) — Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Abul Hasnat, et al. · 2026 · 1 citation
- [ArGuard Shared Task: Harmful Content Detection in Arabic Memes and LLM Prompts arXiv:2609.29349](https://md.research.elamur.ai/free/en/papers/alam-2026-arguard-shared-task-harmful-content/) — Firoj Alam, Md. Rafiul Biswas, Mohamed Bayan Kmainasi, et al. · 2026

**[Beyond Logical Forms: LLM-Extracted Patterns for Fallacy Classification](https://md.research.elamur.ai/free/en/papers/papadopulos-2026-beyond-logical-forms-llm-extracted/) [Workshop on Argument Mining](https://md.research.elamur.ai/free/en/venues/argmining/)**Eleni Papadopulos, Firoj Alam, Giovanni Da San Martino*2026*

- [Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs arXiv:2601.12494](https://md.research.elamur.ai/free/en/papers/bhatti-2026-multi-task-instruction-tuning-data/) — Hunzalah Hassan Bhatti, Firoj Alam, Shammur Absar Chowdhury · 2026
- [ProBel: Propaganda Detection with Techniques, Spans, and Explanations arXiv:2608.22388](https://md.research.elamur.ai/free/en/papers/kmainasi-2026-probel-propaganda-detection-techniques-spans/) — Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Elisa Sartori, et al. · 2026