Jonathan Herzig

About Jonathan Herzig

Jonathan Herzig, With an exceptional h-index of 22 and a recent h-index of 22 (since 2020), a distinguished researcher at Tel Aviv University, specializes in the field of Natural Language Processing, Machine Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Systems and methods for training language models to reason over tables

Mimic: Minimally modified counterfactuals in the representation space

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains

Multilingual instruction tuning with just a pinch of multilinguality

Trueteacher: Learning factual consistency evaluation with large language models

What You See is What You Read? Improving Text-Image Alignment Evaluation

mFACE: Multilingual Summarization with Factual Consistency Evaluation

A Comprehensive Evaluation of Tool-Assisted Generation Strategies

Jonathan Herzig Information

University

Position

___

Citations(all)

2778

Citations(since 2020)

2643

Cited By

598

hIndex(all)

22

hIndex(since 2020)

22

i10Index(all)

29

i10Index(since 2020)

28

Email

University Profile Page

Google Scholar

Jonathan Herzig Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Jonathan Herzig

Systems and methods for training language models to reason over tables

2024/1/9

Mimic: Minimally modified counterfactuals in the representation space

arXiv preprint arXiv:2402.09631

2024/2/15

A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains

arXiv preprint arXiv:2402.00559

2024/2/1

Multilingual instruction tuning with just a pinch of multilinguality

arXiv preprint arXiv:2401.01854

2024/1/3

Trueteacher: Learning factual consistency evaluation with large language models

EMNLP 2023

2023/5/18

Jonathan Herzig
Jonathan Herzig

H-Index: 13

What You See is What You Read? Improving Text-Image Alignment Evaluation

NeurIPS 2023

2023/5/17

Jonathan Herzig
Jonathan Herzig

H-Index: 13

mFACE: Multilingual Summarization with Factual Consistency Evaluation

Findings of ACL 2023

2023/1/1

Jonathan Herzig
Jonathan Herzig

H-Index: 13

Elizabeth Clark
Elizabeth Clark

H-Index: 7

A Comprehensive Evaluation of Tool-Assisted Generation Strategies

arXiv preprint arXiv:2310.10062

2023/10/16

Alon Jacovi
Alon Jacovi

H-Index: 7

Jonathan Herzig
Jonathan Herzig

H-Index: 13

Mor Geva
Mor Geva

H-Index: 7

QAMPARI: A Benchmark for Open-domain Questions with Many Answers

2023/7

Evaluating and Modeling Attribution for Cross-Lingual Question Answering

EMNLP 2023

2023/5/23

Jonathan Herzig
Jonathan Herzig

H-Index: 13

Xinyi Wang
Xinyi Wang

H-Index: 3

Attributed question answering: Evaluation and modeling for attributed large language models

arXiv preprint arXiv:2212.08037

2022/12/15

Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing

arXiv preprint arXiv:2205.12253

2022/5/24

TRUE: Re-evaluating Factual Consistency Evaluation

NAACL 2022

2022/4/11

Jonathan Herzig
Jonathan Herzig

H-Index: 13

Automatic generation of training data for scientific paper summarization using videos

2022/3/8

Learning To Retrieve Prompts for In-Context Learning

arXiv preprint arXiv:2112.08633

2021/12/16

Optimizing personality traits of virtual agents

2021/11/30

Neural representation of automated conversational agents (chatbots)

2021/11/23

Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization

EMNLP

2021/9/6

Jonathan Herzig
Jonathan Herzig

H-Index: 13

Jonathan Berant
Jonathan Berant

H-Index: 29

Unlocking compositional generalization in pre-trained models using intermediate representations

arXiv preprint arXiv:2104.07478

2021/4/15

Open Domain Question Answering over Tables via Dense Retrieval

NAACL 2021

2021/3/22

Jonathan Herzig
Jonathan Herzig

H-Index: 13

Thomas Müller
Thomas Müller

H-Index: 10

See List of Professors in Jonathan Herzig University(Tel Aviv University)

Co-Authors

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