08/23 [CIF] |
Overview, Introduction, NLP History and Current Status
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Reading on Language Representations and Foundation Models
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08/25 [CIF] |
Language Representations
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08/30 [CIF] |
Neural Architectures for Foundation Models
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Reading on Prompt Learning
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09/01 [CIF] |
Prompt Learning
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Reading on Tool Learning
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09/06 [CIF] |
Tool Learning (taught by Yi R. Fung)
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Reading on LLM Position Papers
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09/08 [Zoom] |
What Cannot be Done by LLMs? Project Topics Overview & Breakout Room Discussions
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09/13 [CIF] |
Mid-Term Exam I [Proctored by TAs]
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Reading on In-Context Learning
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09/15 [CIF] |
In-Context Learning and Programming Language Models
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Reading on Chain-of-Thought
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09/20 [CIF] |
Chain-of-Thought, Instruction Fine-tuning, LLM Self-Critic and Self-Update |
Reading on Abstractive Summarization
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09/22 [CIF] |
Abstractive Summarization (taught by Vicki Qi Zeng)
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Reading on LLM Hallucination Control |
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09/27 [CIF] |
LLM Hallucination Control |
Reading on Information Extraction
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09/29 [CIF] |
Frontiers of Information Extraction
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Reading on Schema Induction
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10/04 [CIF] |
Schema Induction
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Reading on Knowledge-Augmented LLMs
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10/06 [CIF] |
Knowledge-Augmented LLMs
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Reading on Creative Generation
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10/11 [Guest Lecture by Prof. Bonnie Dorr in SC2405] |
NLP Applications: Challenges, Risks, and Opportunities in the age of Chat GPT
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10/13 [CIF] |
LLM based Creative Generation
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Reading on Language and Vision
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Initial Project Proposal Due Oct 13, 1 page, see Project Proposal Requirement |
10/18 [CIF] |
Language and Vision
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Reading on Deep Learning from Graphs for NLP
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10/20 [CIF] |
Deep Learning from Graphs for NLP
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Reading on Language Model Safety
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10/25 [CIF] |
Language Model Debiasing and Detoxification
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Reading on Question Answering |
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10/27 [CIF] |
Mid-Term Exam II (Proctored by TAs) |
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11/01 [8:30pm-9:45pm over Zoom] |
Project proposal lighting talks |
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Mid-Term Project Report Due Nov 12, 4 pages |
11/03 [CIF] |
Question Answering (taught by Revanth Reddy)
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11/08 [CIF] |
Question Answering (taught by Revanth Reddy)
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Reading on Misinformation Detection |
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11/10 [CIF] |
Misinformation Detection and Adversarial Training Data Generation (taught by Yi R. Fung)
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Reading on AI for Science
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11/15 [Guest Lecture by Prof. Shuiwang Ji in SC2405] |
AI for Science
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11/17 [CIF] |
No Class, merge class into 12/01 |
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11/29 |
No Class, merge class into 12/01 |
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12/01 3:30pm-7:30pm CT [Zoom] |
Projects Presentation over zoom |
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12/06 |
No class, Group discussion and project report writing |
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Final Project Report due on 12/15, up to 8 pages in ACL format |