Invited Talks

2023

The Role of Data in Building Robust Models

Google Deepmind, NLP seminar

Spurious Correlations: Challenges, Solutions, and Opportunities

University of Pennsylvania, CLunch computational linguistics seminar

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

2022

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


Technion, Computational Data Science Seminar
Tel Aviv University, NLP Seminar

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

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

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

2017

Inductive Bias of Deep Networks through Language Patterns

Google Research Tel Aviv; Machine Learning Seminar

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

2015

Word Similarity via Symmetric Patterns

IBM Research Tel Aviv; Machine Learning and Data Mining Group Seminar

Semantic Knowledge Acquisition using Frequency Based Patterns

The Catalonia-Israel Symposium on Lexical Semantics and Grammatical Structure

2014

Acquiring Semantic Knowledge using Patterns

Hebrew University of Jerusalem; CS Learning Semanir

Identifying Authorships of very Short Texts using Flexible Patterns

Intel Inc. Haifa; ICRI-CI Retreat

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

2011

Neutralizing Linguistically Problematic Annotations in Unsupervised Dependency Parsing Evaluation

The Israeli Seminar on Computational Linguistics (ISCOL 2011)