
Yoav Goldberg
large language models
language models
bias
interpretation
evaluation
llms
theory of mind
emergence
analysis
reading comprehension
transformers
concepts
dataset
coreference resolution
shortcuts
43
presentations
42
number of views
1
citations
SHORT BIO
Yoav is an associate professor of computer science at Bar Ilan University, and also the research director of AI2 Israel. His research interests include language understanding technologies with real world applications, combining symbolic and neural representations, uncovering latent information in text, syntactic and semantic processing, and interpretability and foundational understanding of deep learning models for text and sequences. He authored a textbook on deep learning techniques for natural language processing, and was among the IEEE's AI Top 10 to Watch in 2018, and a recipient of the Krill Prize in Science in 2017. He is also a recipient of multiple best-paper and outstanding awards at major NLP conferences. He received his Ph.D. in Computer Science from Ben Gurion University, and spent time in Google Research as a post-doc.
Presentations

Data-driven Coreference-based Ontology Building
Shir Ashury Tahan and 4 other authors

Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction
Gili Lior and 2 other authors

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models
Natalie Shapira and 7 other authors

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval
Uri Katz and 3 other authors

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks
Alon Jacovi and 3 other authors

Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers
Mosh Levy and 2 other authors

Guiding LLM to Fool Itself: Automatically Imbuing Multiple Shortcut Triggers in Question Answering Samples
Mosh Levy and 2 other authors

How Well do Large Language Models Perform on Faux Pas Tests?
Natalie Shapira and 2 other authors

Neighboring Words Affect Human Interpretation of Saliency Explanations
Hendrik Schuff and 4 other authors

Conjunct Resolution in the Face of Verbal Omissions
Royi Rassin and 2 other authors

Linear Guardedness and its Implications
Shauli Ravfogel and 2 other authors

Conformal Nucleus Sampling
Shauli Ravfogel and 2 other authors

How Well Do Large Language Models Perform on Faux Pas Tests?
Natalie Shapira and 2 other authors

Understanding Transformer Memorization Recall Through Idioms
Adi Haviv and 5 other authors

LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution
Shon Otmazgin and 2 other authors

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm
Hongming Zhang and 5 other authors