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Artificial Ignorance
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Artificial Ignorance

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iamshnoo/README.md

Spidertocat

Hi waving hand, I'm Anjishnu Mukherjee (shnoo)

PhD candidate at George Mason University · multilingual and multicultural NLP · LLMs · low-resource languages · bias and fairness

Website Google Scholar Semantic Scholar Hugging Face ORCID LinkedIn X

Profile views

📚 Some recent papers

Double Trouble
Double Trouble
Bilingual pretraining leaves language-conditioned effects in shared-language representations
EMNLP 2026 · 🏆 Outstanding Paper
MAPLE
MAPLE
Metadata-conditioned LLM pretraining for locale-aware question answering
EMNLP 2026 · 🎤 Oral
Lost in the Tower of Babel
Lost in the Tower of Babel
The adverse effects of incidental multilingualism in LLMs
COLM 2026
Crossroads of Continents
Crossroads of Continents
Automated artifact extraction for cultural adaptation with large multimodal models
WACV 2025
Global Gallery
Global Gallery
Painting culture portraits through multilingual instruction tuning
NAACL 2024
Breaking Bias, Building Bridges
Breaking Bias, Building Bridges
Evaluating and mitigating social biases in LLMs via the contact hypothesis
AIES 2024
Global Voices, Local Biases
Global Voices, Local Biases
Socio-cultural prejudices across languages
EMNLP 2023

All papers on Google Scholar · Semantic Scholar · ACL Anthology · DBLP · datasets and models on 🤗 Hugging Face

  • 🔭 My research is on multilingual and multicultural LLMs, low-resource languages, and bias and fairness in NLP.
  • 💻 Before my PhD, I was a Google Summer of Code student with mlpack and joined its core contributors team (mlpack 4, JOSS 2023).
  • 📝 All my papers, talks, and CV are on my homepage.
  • 😄 Pronouns: he/him

🛠️ Tools I use

Python, PyTorch, C++, Git, LaTeX, Linux, VS Code

Made with love by @iamshnoo

Pinned Loading

  1. salsa salsa Public

    SALSA (ECIR 2024): salience-based switching attack for adversarial perturbations in fake news detection models.

    Python 3 1

  2. crossroads crossroads Public

    Crossroads of Continents (WACV 2025): cultural adaptation with large multimodal models, DalleStreet, and CultureAdapt.

    Python 2

  3. metadata_localization metadata_localization Public

    MAPLE (EMNLP 2026): metadata-conditioned LLM pretraining and LocalNewsQA for locale-aware question answering.

    Python 1

  4. bli bli Public

    Double Trouble (EMNLP 2026): controlled bilingual pretraining and language-conditioned representations.

    Python

  5. culture-llm culture-llm Public

    Global Gallery (NAACL 2024): cultural knowledge in multilingual LLMs through instruction tuning and bilingual pretraining.

    Python 1

  6. weathub weathub Public

    Global Voices, Local Biases (EMNLP 2023): WEATHub, a multilingual word-embedding bias benchmark across 24 languages.

    TeX 2