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Aashiq Muhamed

Aashiq Muhamed has 2 papers in our library, in 2026, most of them on Language models & pretraining, Interpretability; often with Mona Diab, Virginia Smith, Kun Zhang.

2 papers in our library · 2026

OpenAlex · ORCID · h-index 6 · 40 works · 184 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 26 times in our library · 3 more in our library without a page yet · ⭐ Paper Stars ranking: #10861

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Carnegie Mellon UniversityPittsburgh · United States2023–2026 · 11 paperscurrent🏢AmazonSeattle · United States2019–2023 · 5 papersEmployment since 2019 · Applied Scientist 2, Search Science & AI

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workInterpretability · 1 work

 Works by year

2020s

20262 papers

 Papers

The most cited first (OpenAlex and our library).

  1. RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language Models (2026 · 2 citations)
    Retrieval-augmented systems need to recognize when the supplied documents cannot support a trustworthy answer and decline to respond.
  2. Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse Autoencoders (2026 · 1 citation)
    Sparse autoencoders (SAEs) are a popular way to break LLM activations into sparse, human-readable features.

All works

5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

  1. Symbolic Music Generation with Transformer-GANs ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetAashiq Muhamed et al.2021 · 66 citations
  2. An In-depth Look at Gemini's Language Abilities ↗arXiv (Cornell University) · no summary yetSyeda Nahida Akter et al.2023 · 30 citations
  3. Beyond Understanding: Evaluating the Pragmatic Gap in LLMs' Cultural Processing of Figurative Language ↗Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMena Attia et al.2026 · 6 citations
  4. RefusalBench: Generative Evaluation of Selective Refusal in Grounded Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Aashiq Muhamed, Leonardo F. R. Ribeiro, Markus Dreyer, et al.2026 · 2 citations
  5. Mechanistic Interpretability Should Prioritize Feature Consistency in Sparse AutoencodersAnnual Meeting of the Association for Computational Linguistics (ACL)Xiangchen Song, Aashiq Muhamed, Yujia Zheng, et al.2026 · 1 citation

 Co-authors here

4 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 26 times (of the 149,439 papers whose bibliographies we read); 8 citing papers with a page here →.

Updated

This page in Markdown → https://md.research.elamur.ai/free/en/authors/aashiq-muhamed/