SA
Samee Arif
cs.CLcs.AIcs.CRcs.CVcs.IRcs.LGcs.SDeess.AS
On Valency
published · living versionsW_gb4p66m9·v1 · currentpublished
The Culture Within: Towards Mechanistic Understanding of Cultural Reasoning in LLMs
with Furkan Danisman, Angana Borah, Honglak Lee, Dehan Kong +4
1 version
Preprints & journals
11 papers in the corpus · 2024–2026The Culture Within: Towards Mechanistic Understanding of Cultural Reasoning in LLMs2610.27202v1 · Samee Arif, Furkan Danisman, Angana Borah et al.2026 · 0 citationsarXivon Valency
One Example Is Enough to Pass Fairness Benchmarks: Rethinking Fairness Evaluation for Aligned LLMs2609.14860v1 · Naihao Deng, Samee Arif, Shuaichen Chang et al.2026 · 0 citationsarXiv
The Age of Curiosity Meets the Age of AI: Benchmarking Child Safety in Large Language Models2605.25510v3 · Samee Arif, Angana Borah, Rada Mihalcea2026 · 0 citationsarXiv
One Word at a Time: Incremental Completion Decomposition Breaks LLM Safety2604.25921v2 · Samee Arif, Naihao Deng, Zhijing Jin et al.2026 · 0 citationsarXiv
From Press to Pixels: Evolving Urdu Text Recognition2505.13943v3 · Samee Arif, Sualeha Farid2025 · 0 citationsarXiv
With a Grain of SALT: Are LLMs Fair Across Social Dimensions?2410.12499v2 · Samee Arif, Zohaib Khan, Maaidah Kaleem et al.2024 · 0 citationsarXiv
WER We Stand: Benchmarking Urdu ASR Models2409.11252v3 · Samee Arif, Sualeha Farid, Aamina Jamal Khan et al.2024 · 3 citationsarXiv
Kahaani: A Multimodal Co-Creative Storytelling System2409.11261v6 · Samee Arif, Muhammad Saad Haroon, Aamina Jamal Khan et al.2024 · 4 citationsarXiv
The Fellowship of the LLMs: Multi-Model Workflows for Synthetic Preference Optimization Dataset Generation2408.08688v7 · Samee Arif, Sualeha Farid, Abdul Hameed Azeemi et al.2024 · 0 citationsarXiv
Generalists vs. Specialists: Evaluating Large Language Models for Urdu2407.04459v3 · Samee Arif, Abdul Hameed Azeemi, Agha Ali Raza et al.2024 · 9 citationsarXiv
UQA: Corpus for Urdu Question Answering2405.01458v2 · Samee Arif, Sualeha Farid, Awais Athar et al.2024 · 5 citationsProceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), pp. 17237-17244, May 2024
Career total: 14 works. 11 are in this corpus.
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