Invited Talks

2023

The Role of Data in Building Robust Models

Google Deepmind, NLP seminar
Aug, 2023
Slides

Spurious Correlations: Challenges, Solutions, and Opportunities

University of Pennsylvania, CLunch computational linguistics seminar
Mar, 2023
Slides

Green AI

Healthcare NLP Summit 2023
EPFL IC Colloquium
International Society for Computational Biology (ISMB/ECCB 2021); Computational Biology going Green Session
European Broadcasting Union 2021 Sustainability Summit
The transdisciplinary 2021 research convention for artificial intelligence (KI-CAMP)
Microsoft; Machine Learning Seminar
Lancaster's Data Science Lunchtime Seminar
Mar, 2023
Slides Video

2022

On the Limitations of Dataset Balancing: The Lost Battle Against Spurious Correlations


Technion, Computational Data Science Seminar
Tel Aviv University, NLP Seminar
Nov, 2022
Slides

2021

Not all Textual Instances are Alike: Efficient NLP by Better Understanding of our Data

SustainNLP 2021 Workshop, Invited Talk
Technion, Computational Data Science Seminar
Nov, 2021
Slides

Green NLP

Berkeley; Natural Language Processing Group Seminar
Stanford; Natural Language Processing Group Seminar
Google Brain; Natural Language Processing Group Seminar
Hebrew University of Jerusalem; Machine Learning Seminar
Intel Israel; Natural Language Processing Group Seminar
Jan, 2021
Slides Video

2018

Towards Interpretable Deep Learning for Natural Language Processing

Tel Aviv University; Computer Science and Electrical Engineering Colloquia
Weizmann Institute; Machine Learning Seminar
The Hebrew University; Computer Science Colloquium
Technion; Computer Science, Electrical Engineering, and Industrial Engineering Colloquia
Dec, 2018
Slides

2017

Inductive Bias of Deep Networks through Language Patterns

Google Research Tel Aviv; Machine Learning Seminar
Dec, 2017
Slides

2016

Pattern-based Solutions to Limitations of Leading Word Embeddings

Intel Inc. Yakum; Research talk
University of Pennsylvania; CLunch computational linguistics seminar
Johns Hopkins University; NLP seminar
University of Washington; NLP seminar
Feb, 2016
Slides

2015

Word Similarity via Symmetric Patterns

IBM Research Tel Aviv; Machine Learning and Data Mining Group Seminar
Sep, 2015
Slides

Semantic Knowledge Acquisition using Frequency Based Patterns

The Catalonia-Israel Symposium on Lexical Semantics and Grammatical Structure
Feb, 2015
Slides

2014

Acquiring Semantic Knowledge using Patterns

Hebrew University of Jerusalem; CS Learning Semanir
Dec, 2014
Slides

Identifying Authorships of very Short Texts using Flexible Patterns

Intel Inc. Haifa; ICRI-CI Retreat
May, 2014
Slides

2013

Semantic Representation using Flexible Patterns

Berkeley; Natural Language Processing Group Seminar
Stanford; Natural Language Processing Group Seminar
USC Information Sciences Institute; Natural Language Processing Group Seminar
Twitter Inc.; Technological Talk
Intel Inc. Santa Clara; Natural Language Processing Group Seminar
IBM Research Tel Aviv; Machine Learning and Data Mining Group Seminar
Oct, 2013
Slides

2011

Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation

The Israeli Seminar on Computational Linguistics (ISCOL 2011)
Jun, 2011
Slides