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Date Topic Readings
Jan 23 Introduction and Large Language Models
Jan 25 Cross-Lingual Information Extraction
Jan 30 Multilingual Spoken Language Understanding (SLU) AND Survey of Multilingual NLP (Introduce Class Project)
Feb 01 Multilingual Question Answering
Feb 06 Multilingual QA (Methods)
Feb 08 Cross-Language Information Retrieval (CLIR)
Feb 13 Project Proposal Presentations
Feb 15 Project Proposal Presentations
Feb 20 Multilingual Information Retrieval (MLIR)
Feb 22 Typology
Feb 27 Multilingual Representation Learning
Feb 29 Bilingual Lexicon Induction (BLI) (Guest Lecture by Kelly Marchisio)
Mar 05 Code-Switching
Mar 07 Low-Resource NLP
Mar 12 Multilingual Dialogue Systems
Mar 14 Multilingual Semantics
Mar 26 Multilingual Automatic Speech Recognition
Mar 28 Phonology
Apr 02 Multilingual Text-to-Speech
Apr 04 Multilingual Image and Text
Apr 11 Multilingual Pronunciation (Guest Lecture Matthew Wiesner)
Apr 16 Reinforcement Learning from Human Feedback (RLHF)
Apr 18 Reinforcement Learning from Human Feedback (RLHF) (Continued)
Apr 23 Multilingual Bias and Fact Checking
Apr 25 Putting It All Together
Apr 30 Final Project Presentations