Firoj Alam · page 2
Papers
- CultranAI at PalmX 2025: Data Augmentation for Cultural Knowledge Representation (2025 · 1 citation)
The paper describes CultranAI, a submission to the PalmX 2025 shared task (General Culture Evaluation subtask). - MarsadLab at AraGenEval Shared Task: LLM-Based Approaches to Arabic Authorship Style Transfer and Identification (2025 · 1 citation)
The paper describes the MarsadLab entry to the AraGenEval shared task at ArabicNLP 2025. The task has two parts: rewriting a Modern Standard Arabic passage so it reads like a particular author while keeping its meaning, and recognising which of 21 authors wrote a given excerpt. The authors note that Arabic work in… - MarsadLab at PalmX Shared Task: An LLM Benchmark for Arabic Culture and Islamic Civilization (2025 · 1 citation)
The paper describes a MarsadLab entry to PalmX 2025, a shared task that tests how well LLMs handle Arabic cultural and Islamic knowledge through four-option multiple-choice questions in Modern Standard Arabic. - ArGuard Shared Task: Harmful Content Detection in Arabic Memes and LLM Prompts (2026)
ArGuard is a 2026 shared task on detecting harmful Arabic content in two settings that earlier work treated separately: multimodal memes and prompts sent to LLMs. - Beyond Logical Forms: LLM-Extracted Patterns for Fallacy Classification (2026)
Automatic fallacy classification is hard because fallacies, especially informal ones, take many surface forms. - Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs (2026)
The paper asks how the ordering and batching of training data affect multi-task instruction tuning of an audio LLM for Arabic–English speech. - ProBel: Propaganda Detection with Techniques, Spans, and Explanations (2026)
Propaganda analysis is usually split into separate tasks. One task asks whether a sentence is propagandistic, another names the technique, and a third locates the responsible text. These tasks normally live in different datasets, languages and evaluation setups, so it is hard to see how supervision at one level…
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