| Jan 25, 2021 |
Introduction (Dan Roth)
|
slides pdf
slides ppt
|
|
| Feb 1, 2021 |
Introduction (Dan Roth)
Learnability with Indirect Supervision Signals (Kaifu Wang)
|
slides pdf
slides ppt
slides pdf
slides ppt
|
|
| Feb 8, 2021 |
Introduction (Dan Roth)
Zero-Shot Relation Extraction via Reading Comprehension (Kevin Xie)
Zero-shot Learning of Classifiers from Natural Language Quantification (Young-Min Cho)
Learning Dependency-Based Compositional Semantics (Krunal Shah)
A Logic-Driven Framework for Consistency of Neural Models (Jiayao Zhang)
|
slides pdf
slides ppt
slides
slides
slides
slides
|
|
| Feb 15, 2021 |
Introduction (Dan Roth)
An embarrassingly simple approach to zero-shot learning (Shriyash Upadhyay)
A Closer Look at Few-shot Classification (Kaustubh Sridhar)
Partial or Complete, That's The Question (Xingyu Fu)
Neural Cross-Lingual Named Entity Recognition with Minimal Resources (Vivian Lin)
|
slides
slides
slides
slides
slides
|
First Critical Survey Due
|
| Feb 22, 2021 |
Introduction (Dan Roth)
Multi-class Classification without Multi-class Labels (Yuchen Zhang)
A Baseline for Few-Shot Image Classification (Xingfan Jia)
Understanding Self-Training for Gradual Domain Adaptation (Hongrui Zheng)
|
slides
|
|
| Mar 1, 2021 |
Introduction (Dan Roth)
Few-Shot Text Classification with Distributional Signatures (Chaitanya Malaviya)
A Discrete Hard EM Approach for Weakly Supervised Question Answering (Venkata Sai Nikhil Thodupunuri)
Constrained semi-supervised learning using attributes and comparative attributes (Rahul Shekhar)
|
slides
|
|
| Mar 8, 2021 |
Introduction (Dan Roth)
Sentiment Tagging with Partial Labels using Modular Architectures (Lishuo Pan)
Neural Symbolic Machines: Learning Semantic Parsers on Freebase with Weak Supervision (Yahan Yang)
Weakly Supervised Multi-task Learning for Semantic Parsing (Matthew Scharf)
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing (Jina Lo)
|
slides
|
Second Critical Survey Due
|
| Mar 15, 2021 |
Project 1 Presentation
|
|
Project 1 Paper Submission Deadline
|
| Mar 22, 2021 |
Introduction (Dan Roth)
Learning Constraints for Structured Prediction Using Rectifier Networks (Ben Zhou)
Structured learning with constrained conditional models (Sebastian Peralta)
Never-Ending Learning (Helen Jin)
|
slides
|
Project 2 Proposal Due
|
| Mar 29, 2021 |
Introduction (Dan Roth)
Design Challenges in Low-resource Cross-lingual Entity Linking (Chunxi Liu)
Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media (Sihao Chen)
Unsupervised Opinion Summarization with Content Planning (Siyi Liu)
|
|
Third Critical Survey Due
|
| Apr 5, 2021 |
Project 2 Progress Presentation
|
|
Project 2 Progress Report and Brief Presentation
|
| Apr 12, 2021 |
No Class
|
Engagement Day
|
|
| Apr 19, 2021 |
Introduction (Dan Roth)
Aligning books and movies: Towards story-like visual explanations by watching movies and reading books (Varun Ramakrishnan)
VQA with No Questions-Answers Training (Kailin Zheng)
Concept Grounding to Multiple Knowledge Bases via Indirect Supervision(Xiaodong Yu)
|
|
Fourth Critical Survey Due
|
| Apr 26, 2021 |
Project 2 Final Presentation
|
|
Project 2 Final Presentation
|
| May 5, 2021 |
|
|
Project 2 Due
|