Yoav Goldberg

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authored 20 papers 6 days ago

A Primer on Neural Network Models for Natural Language Processing

Paper • 1510.00726 • Published Oct 2, 2015

Split and Rephrase: Better Evaluation and a Stronger Baseline

Paper • 1805.01035 • Published May 2, 2018

Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow

Paper • 1807.10104 • Published Jul 26, 2018 • 1

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval

Paper • 2310.14282 • Published Oct 22, 2023 • 5

Nakdan: Professional Hebrew Diacritizer

Paper • 2005.03312 • Published May 7, 2020

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection

Paper • 2004.07667 • Published Apr 16, 2020

Thinking Like Transformers

Paper • 2106.06981 • Published Jun 13, 2021

Asking It All: Generating Contextualized Questions for any Semantic Role

Paper • 2109.04832 • Published Sep 10, 2021

Text-based NP Enrichment

Paper • 2109.12085 • Published Sep 24, 2021

Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space

Paper • 2203.14680 • Published Mar 28, 2022

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Paper • 2402.14848 • Published Feb 19, 2024 • 18

A Dataset for N-ary Relation Extraction of Drug Combinations

Paper • 2205.02289 • Published May 4, 2022

LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution

Paper • 2205.12644 • Published May 25, 2022

Measuring Causal Effects of Data Statistics on Language Model's `Factual' Predictions

Paper • 2207.14251 • Published Jul 28, 2022 • 1

F-coref: Fast, Accurate and Easy to Use Coreference Resolution

Paper • 2209.04280 • Published Sep 9, 2022

Lexical Generalization Improves with Larger Models and Longer Training

Paper • 2210.12673 • Published Oct 23, 2022

Data Contamination Report from the 2024 CONDA Shared Task

Paper • 2407.21530 • Published Jul 31, 2024 • 10

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature

Paper • 2408.15836 • Published Aug 28, 2024 • 12

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models

Paper • 2305.14763 • Published May 24, 2023

GRADE: Quantifying Sample Diversity in Text-to-Image Models

Paper • 2410.22592 • Published Oct 29, 2024