Resources
Jump to: Presentations - Teaching Materials - Datasets & Tools - Photo Gallery
Presentations & Slides
2024
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“The Future of Multilingual NLP” - Keynote at EACL 2024 - Slides (PDF) Video - “Responsible AI in Practice” - ACL 2024 Workshop - Slides (PDF)
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“Digital Humanities meets AI” - Stanford Symposium - Slides (PDF) Poster
2023
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“Efficient Methods for Large Language Models” - EMNLP 2023 Tutorial - Slides (PDF) Video - “Efficient Knowledge Extraction” - Google Research Talk - Slides (PDF)
- “Bias in NLP Systems” - Invited Talk, UC Berkeley - Slides (PDF)
2022
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“Knowledge-Enhanced NLP” - ACL 2022 Tutorial - Slides (PDF) Video - “Transfer Learning for Low-Resource Languages” - NAACL 2022 - Slides (PDF)
Teaching Materials
Course Notes & Handouts
- CS 224N - Complete lecture notes (Winter 2025) - Download (PDF)
- CS 229 - Problem sets and solutions (Spring 2024) - Download (ZIP)
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Introduction to NLP - Self-study guide - Online version PDF
Video Lectures
- CS 224N Full Course Recordings (Winter 2024) - YouTube Playlist
- CS 229 Selected Lectures (Spring 2023) - YouTube Playlist
Recommended Reading Lists
- NLP Essential Papers - Curated list of foundational NLP papers
- Machine Learning Classics - Key papers in ML theory and applications
Datasets & Tools
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MultiLang-QA - Multilingual question answering dataset (500K+ examples) - Download Paper -
FairBench - Benchmark for bias evaluation in NLP - Download Documentation -
KG-Complete - Knowledge graph completion dataset - Download Paper
Pre-trained Models
All models available on Hugging Face:
- LinguaFlow-base - Multilingual transformer model
- FairNLP-detector - Bias detection model
- KG-QA-large - Knowledge graph QA model
Photo Gallery
Wikimedia Commons
Selected photographs and visual materials shared under Creative Commons licenses.