4th Workshop on Structured Prediction for NLP

André F. T. Martins, Andreas Vlachos, Zornitsa Kozareva, Sujith Ravi, Gerasimos Lampouras, Priyanka Agrawal and Julia Kreutzer

Live Session 1: Nov 20, Live Session 1: Nov 20 (09:00-17:30 UTC)
Structured prediction with continuous representations, task-level supervision and latent linguistic structure.

Time (PDT) Event Hosts
Nov 20, (09:00-09:10 UTC)

Welcome Speech

Priyanka Agrawal, André Martins Zoom Link 1
Nov 20, (09:10-09:50 UTC)

Invited Talk: Introduction to Structured Prediction in NLP Mark Johnson (Macquarie University)

Priyanka Agrawal, André Martins Zoom Link 1
Nov 20, (09:50-10:30 UTC)

Invited Talk: The Role and Representation of Alignments in Modern Seq2Seq Architectures Sunita Sarawagi (IIT Bombay)

Priyanka Agrawal, André Martins Zoom Link 1
Nov 20, (10:30-11:00 UTC)

Coffee Break

Gather Room E
Nov 20, (11:00-11:40 UTC)

Invited Talk: Explainable Fact Checking as Structured Prediction Isabelle Augenstein (University of Copenhagen)

Priyanka Agrawal, Andreas Vlachos Zoom Link 1
Nov 20, (11:40-11:55 UTC)

Contributed Talk: On the Discrepancy between Density Estimation and Sequence Generation (Jason Lee, Dustin Tran, Orhan Firat and Kyunghyun Cho)

Priyanka Agrawal, Andreas Vlachos Zoom Link 1
Nov 20, (11:55-12:10 UTC)

Contributed Talk: Improving Joint Training of Inference Networks and Structured Prediction Energy Networks (Lifu Tu, Richard Yuanzhe Pang and Kevin Gimpel)

Priyanka Agrawal, Andreas Vlachos Zoom Link 1
Nov 20, (12:10-13:00 UTC)

Lunch Break

Gather Room E
Nov 20, (13:00-13:40 UTC)

Invited Talk: Latent Tree Models for Compositional Generalization Jonathan Berant (Tel-Aviv University)

Andreas Vlachos, Gerasimos L Zoom Link 1
Nov 20, (13:40-13:55 UTC)

Contributed Talk: CopyNext: Explicit Span Copying and Alignment in Sequence to Sequence Models (Abhinav Singh, Patrick Xia, Guanghui Qin, Mahsa Yarmohammadi and Benjamin Van Durme)

Andreas Vlachos, Gerasimos L Zoom Link 1
Nov 20, (13:55-15:30 UTC)

Poster Session

André Martins, Andreas Vlachos Gather Rooms E & F
Nov 20, (15:30-16:00 UTC)

Coffee Break + Poster Session

André Martins, Andreas Vlachos Gather Rooms E & F
Nov 20, (16:00-16:40 UTC)

Invited Talk: Exploring Deep Structured NLP Alexander Rush (Cornell Tech)

Julia Kreutzer, Gerasimos L Zoom Link 1
Nov 20, (16:40-17:20 UTC)

Invited Talk: Interpretability with Differentiable Subset Selection Ivan Titov (University of Edinburgh)

Julia Kreutzer, Gerasimos L Zoom Link 1
Nov 20, (17:20-17:30 UTC)

Closing Remarks

Julia Kreutzer, André Martins Zoom Link 1

Pre-recorded Plenary Talks