Yoav Goldberg

20.8k total citations · 10 hit papers
133 papers, 8.2k citations indexed

About

Yoav Goldberg is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition and Molecular Biology. According to data from OpenAlex, Yoav Goldberg has authored 133 papers receiving a total of 8.2k indexed citations (citations by other indexed papers that have themselves been cited), including 120 papers in Artificial Intelligence, 27 papers in Computer Vision and Pattern Recognition and 10 papers in Molecular Biology. Recurrent topics in Yoav Goldberg's work include Topic Modeling (98 papers), Natural Language Processing Techniques (91 papers) and Text Readability and Simplification (22 papers). Yoav Goldberg is often cited by papers focused on Topic Modeling (98 papers), Natural Language Processing Techniques (91 papers) and Text Readability and Simplification (22 papers). Yoav Goldberg collaborates with scholars based in Israel, United States and France. Yoav Goldberg's co-authors include Omer Levy, Ido Dagan, Michael Elhadad, Eliyahu Kiperwasser, Joakim Nivre, Tal Linzen, Alon Jacovi, Anders Søgaard, Emmanuel Dupoux and Yanai Elazar and has published in prestigious journals such as Scientific Reports, Journal of Counseling Psychology and Machine Learning.

In The Last Decade

Yoav Goldberg

125 papers receiving 7.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Neural Word Embedding as Implicit Matrix Factorization

2014 859 citations Omer Levy, Yoav Goldberg Neural Information Processing Systems profile →
Improving Distributional Similarity with Lessons Learned from Word Embeddings

2015 700 citations Omer Levy, Yoav Goldberg et al. profile →
Dependency-Based Word Embeddings

2014 613 citations Omer Levy, Yoav Goldberg profile →
Universal Dependencies v1: A Multilingual Treebank Collection

2016 575 citations Yoav Goldberg, Reut Tsarfaty et al. profile →
Neural Network Methods for Natural Language Processing

2017 400 citations Yoav Goldberg profile →
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies

2016 385 citations Yoav Goldberg et al. profile →
Neural Network Methods for Natural Language Processing

2017 371 citations Yoav Goldberg profile →
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations

2016 333 citations Yoav Goldberg et al. profile →
Linguistic Regularities in Sparse and Explicit Word Representations

2014 314 citations Omer Levy, Yoav Goldberg profile →
Formalizing Trust in Artificial Intelligence

2021 270 citations Yoav Goldberg et al. profile →

Peers

Countries citing papers authored by Yoav Goldberg

Since Specialization

Citations

This map shows the geographic impact of Yoav Goldberg's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Yoav Goldberg with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Yoav Goldberg more than expected).

Fields of papers citing papers by Yoav Goldberg

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Yoav Goldberg. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Yoav Goldberg. The network helps show where Yoav Goldberg may publish in the future.

Co-authorship network of co-authors of Yoav Goldberg

This figure shows the co-authorship network connecting the top 25 collaborators of Yoav Goldberg. A scholar is included among the top collaborators of Yoav Goldberg based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Yoav Goldberg. Yoav Goldberg is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings 2025 ·(unknown), (unknown), Yoav Goldberg, Oren Glickman	0
2	Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature 2024 ·(unknown), (unknown), Yoav Goldberg	0
3	Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers 2023 ·(unknown), Shauli Ravfogel, Yoav Goldberg	2
4	Conformal Nucleus Sampling 2023 ·Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger	5
5	F-coref: Fast, Accurate and Easy to Use Coreference Resolution 2022 ·(unknown), (unknown), Yoav Goldberg	5
6	DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models 2022 ·(unknown), Shauli Ravfogel, Yoav Goldberg	19
7	Compressing Pre-trained Language Models by Matrix Decomposition 2020 ·(unknown), Yoav Goldberg	21
8	Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation 2019 ·arXiv (Cornell University) ·(unknown), Yoav Goldberg	12
9	Ab Antiquo: Proto-language Reconstruction with RNNs 2019 ·arXiv (Cornell University) ·Carlo Meloni, Shauli Ravfogel, Yoav Goldberg	5
10	LaVAN: Localized and Visible Adversarial Noise 2018 ·International Conference on Machine Learning ·(unknown), Daniel Zoran, Yoav Goldberg	23
11	SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings 2018 ·International Conference on Computational Linguistics ·Jonathan Mamou, Oren Pereg, (unknown), Ido Dagan, Yoav Goldberg, (unknown), (unknown), (unknown), (unknown), (unknown)	1
12	Practical Neural Networks for NLP: From Theory to Code 2016 ·Empirical Methods in Natural Language Processing ·Chris Dyer, Yoav Goldberg, Graham Neubig	0
13	Linguistic Regularities in Sparse and Explicit Word Representations breakdown → 2014 ·Omer Levy, Yoav Goldberg	314
14	Neural Word Embedding as Implicit Matrix Factorization breakdown → 2014 ·Neural Information Processing Systems ·Omer Levy, Yoav Goldberg	859
15	Dynamic-oracle Transition-based Parsing with Calibrated Probabilistic Output 2013 ·Yoav Goldberg	5
16	A Non-Monotonic Arc-Eager Transition System for Dependency Parsing 2013 ·Matthew Honnibal, Yoav Goldberg, Mark Johnson	24
17	Language-Independent Parsing with Empty Elements 2011 ·Meeting of the Association for Computational Linguistics ·Shu Cai, David Chiang, Yoav Goldberg	37
18	Inspecting the Structural Biases of Dependency Parsing Algorithms 2010 ·Yoav Goldberg, Michael Elhadad	8
19	An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing 2010 ·North American Chapter of the Association for Computational Linguistics ·Yoav Goldberg, Michael Elhadad	134
20	Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither 2010 ·Arrow@dit (Dublin Institute of Technology) ·Reut Tsarfaty, (unknown), Yoav Goldberg, Sandra Kuebler, Yannick Versley, Marie Candito, Jennifer Foster, Ines Rehbein, Lamia Tounsi	67

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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