Vivek Srikumar

Regular classes

• Current semester CS 5350/6350, DS 4350 — Machine Learning, Spring 2024
  This class was previously taught in: Spring 2023, Fall 2020, Fall 2019, Fall 2018, Fall 2017, Fall 2016, Fall 2015, Spring 2015

• CS 6957 — NLP with Neural Networks, Fall 2023
  This class was previously taught in: Spring 2019

• CS 6355 — Structured Prediction, Spring 2021
  This class was previously taught in: Spring 2020, Spring 2018, Spring 2017, Fall 2014

• A catalog of lectures on various topics on machine learning and NLP.

Seminars

• CS 7935 — Natural Language Processing Seminar, Spring 2021

• CS 7931 — Mental Health & Technology, Spring 2021

• CS 7935 — Natural Language Processing Seminar, Spring 2020

• CS 7931 — Mental Health & Technology, Spring 2020

• CS 7935 — Natural Language Processing Seminar, Spring 2019

• CS 7935 — Natural Language Processing Seminar, Spring 2018

• CS 7935 — Natural Language Processing Seminar, Spring 2017

• CS 7935 — Natural Language Processing Seminar, Spring 2016

• CS 7951 — Machine Learning Seminar (Deep Learning), Fall 2015

Tutorials

• Formal techniques for neural-symbolic modeling at ESSLLI 2023.

• NS4NLP: Neuro-Symbolic Modeling for NLP at COLING 2022.

• A Visual Tour of Bias Mitigation Techniques for Word Representations at KDD 2021.

• A Visual Tour of Bias Mitigation Techniques for Word Representations at AAAI 2021. A recording of the tutorial is available on Youtube.

• Integer Linear Programming formulations in Natural Language Processing at EACL 2017.

• Learning and Inference in Structured Prediction at AAAI 2016. Get the tutorial material.

• Predicting structures in NLP: Constrained Conditional Models, at NAACL 2013. Download the slides.

• Incorporating Machine Learning in your application: Text Classification. Slides and code