Jonathan Herzig

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 64

Top Topics

Customer Support

Question Answering

Conversational Agent

Semantic Parsing

Top Venues

Publications

Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein, Tal Schuster, Jonathan Herzig, Gal Elidan, Amir Globerson
TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools. CoRR (2024)
Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. CoRR (2024)
Uri Shaham, Jonathan Herzig, Roee Aharoni, Idan Szpektor, Reut Tsarfaty, Matan Eyal
Multilingual Instruction Tuning With Just a Pinch of Multilinguality. ACL (Findings) (2024)
Adi Simhi, Jonathan Herzig, Idan Szpektor, Yonatan Belinkov
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs. CoRR (2024)
Shashwat Singh, Shauli Ravfogel, Jonathan Herzig, Roee Aharoni, Ryan Cotterell, Ponnurangam Kumaraguru
MiMiC: Minimally Modified Counterfactuals in the Representation Space. CoRR (2024)
Uri Shaham, Jonathan Herzig, Roee Aharoni, Idan Szpektor, Reut Tsarfaty, Matan Eyal
Multilingual Instruction Tuning With Just a Pinch of Multilinguality. CoRR (2024)
Alon Jacovi, Yonatan Bitton, Bernd Bohnet, Jonathan Herzig, Or Honovich, Michael Tseng, Michael Collins, Roee Aharoni, Mor Geva
A Chain-of-Thought Is as Strong as Its Weakest Link: A Benchmark for Verifiers of Reasoning Chains. ACL (1) (2024)
Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations. CoRR (2024)
Zorik Gekhman, Gal Yona, Roee Aharoni, Matan Eyal, Amir Feder, Roi Reichart, Jonathan Herzig
Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? CoRR (2024)
Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. EMNLP (2023)
Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. CoRR (2023)
Zorik Gekhman, Jonathan Herzig, Roee Aharoni, Chen Elkind, Idan Szpektor
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models. CoRR (2023)
Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark, Mirella Lapata
Multilingual Summarization with Factual Consistency Evaluation. ACL (Findings) (2023)
Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor
What You See is What You Read? Improving Text-Image Alignment Evaluation. CoRR (2023)
Alon Jacovi, Avi Caciularu, Jonathan Herzig, Roee Aharoni, Bernd Bohnet, Mor Geva
A Comprehensive Evaluation of Tool-Assisted Generation Strategies. EMNLP (Findings) (2023)
Zorik Gekhman, Jonathan Herzig, Roee Aharoni, Chen Elkind, Idan Szpektor
TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models. EMNLP (2023)
Michal Yarom, Yonatan Bitton, Soravit Changpinyo, Roee Aharoni, Jonathan Herzig, Oran Lang, Eran Ofek, Idan Szpektor
What You See is What You Read? Improving Text-Image Alignment Evaluation. NeurIPS (2023)
Benjamin Muller, John Wieting, Jonathan H. Clark, Tom Kwiatkowski, Sebastian Ruder, Livio Baldini Soares, Roee Aharoni, Jonathan Herzig, Xinyi Wang
Evaluating and Modeling Attribution for Cross-Lingual Question Answering. CoRR (2023)
Ohad Rubin, Jonathan Herzig, Jonathan Berant
Learning To Retrieve Prompts for In-Context Learning. NAACL-HLT (2022)
Bernd Bohnet, Vinh Q. Tran, Pat Verga, Roee Aharoni, Daniel Andor, Livio Baldini Soares, Jacob Eisenstein, Kuzman Ganchev, Jonathan Herzig, Kai Hui, Tom Kwiatkowski, Ji Ma, Jianmo Ni, Tal Schuster, William W. Cohen, Michael Collins, Dipanjan Das, Donald Metzler, Slav Petrov, Kellie Webster
Attributed Question Answering: Evaluation and Modeling for Attributed Large Language Models. CoRR (2022)
Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansky, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias
TRUE: Re-evaluating Factual Consistency Evaluation. CoRR (2022)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. EMNLP (2022)
Linlu Qiu, Peter Shaw, Panupong Pasupat, Tianze Shi, Jonathan Herzig, Emily Pitler, Fei Sha, Kristina Toutanova
Evaluating the Impact of Model Scale for Compositional Generalization in Semantic Parsing. CoRR (2022)
Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansy, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias
TRUE: Re-evaluating Factual Consistency Evaluation. DialDoc@ACL (2022)
Or Honovich, Roee Aharoni, Jonathan Herzig, Hagai Taitelbaum, Doron Kukliansy, Vered Cohen, Thomas Scialom, Idan Szpektor, Avinatan Hassidim, Yossi Matias
TRUE: Re-evaluating Factual Consistency Evaluation. NAACL-HLT (2022)
Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark, Mirella Lapata
mFACE: Multilingual Summarization with Factual Consistency Evaluation. CoRR (2022)
Samuel Joseph Amouyal, Ohad Rubin, Ori Yoran, Tomer Wolfson, Jonathan Herzig, Jonathan Berant
QAMPARI: : An Open-domain Question Answering Benchmark for Questions with Many Answers from Multiple Paragraphs. CoRR (2022)
Ohad Rubin, Jonathan Herzig, Jonathan Berant
Learning To Retrieve Prompts for In-Context Learning. CoRR (2021)
Inbar Oren, Jonathan Herzig, Jonathan Berant
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization. EMNLP (1) (2021)
Jonathan Herzig, Peter Shaw, Ming-Wei Chang, Kelvin Guu, Panupong Pasupat, Yuan Zhang
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations. CoRR (2021)
Inbar Oren, Jonathan Herzig, Jonathan Berant
Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization. CoRR (2021)
Jonathan Herzig, Thomas Müller, Syrine Krichene, Julian Martin Eisenschlos
Open Domain Question Answering over Tables via Dense Retrieval. CoRR (2021)
Jonathan Herzig, Jonathan Berant
Span-based Semantic Parsing for Compositional Generalization. ACL/IJCNLP (1) (2021)
Jonathan Herzig, Thomas Müller, Syrine Krichene, Julian Eisenschlos
Open Domain Question Answering over Tables via Dense Retrieval. NAACL-HLT (2021)
Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant
Improving Compositional Generalization in Semantic Parsing. EMNLP (Findings) (2020)
Inbar Oren, Jonathan Herzig, Nitish Gupta, Matt Gardner, Jonathan Berant
Improving Compositional Generalization in Semantic Parsing. CoRR (2020)
Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos
TaPas: Weakly Supervised Table Parsing via Pre-training. ACL (2020)
Jonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, Francesco Piccinno, Julian Martin Eisenschlos
TAPAS: Weakly Supervised Table Parsing via Pre-training. CoRR (2020)
Jonathan Herzig, Jonathan Berant
Span-based Semantic Parsing for Compositional Generalization. CoRR (2020)
Jonathan Herzig, Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki
Bot2Vec: Learning Representations of Chatbots. *SEM@NAACL-HLT (2019)
Jonathan Herzig, Jonathan Berant
Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing. CoRR (2019)
Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, Tommy Sandbank
Detecting Persuasive Arguments based on Author-Reader Personality Traits and their Interaction. UMAP (2019)
Guy Lev, Michal Shmueli-Scheuer, Jonathan Herzig, Achiya Jerbi, David Konopnicki
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. CoRR (2019)
Jonathan Herzig, Jonathan Berant
Don't paraphrase, detect! Rapid and Effective Data Collection for Semantic Parsing. EMNLP/IJCNLP (1) (2019)
Alon Talmor, Jonathan Herzig, Nicholas Lourie, Jonathan Berant
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge. NAACL-HLT (1) (2019)
Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki
A Summarization System for Scientific Documents. EMNLP/IJCNLP (3) (2019)
Shai Erera, Michal Shmueli-Scheuer, Guy Feigenblat, Ora Peled Nakash, Odellia Boni, Haggai Roitman, Doron Cohen, Bar Weiner, Yosi Mass, Or Rivlin, Guy Lev, Achiya Jerbi, Jonathan Herzig, Yufang Hou, Charles Jochim, Martin Gleize, Francesca Bonin, David Konopnicki
A Summarization System for Scientific Documents. CoRR (2019)
Guy Lev, Michal Shmueli-Scheuer, Jonathan Herzig, Achiya Jerbi, David Konopnicki
TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks. ACL (1) (2019)
Dor Muhlgay, Jonathan Herzig, Jonathan Berant
Value-based Search in Execution Space for Mapping Instructions to Programs. NAACL-HLT (1) (2019)
Dor Muhlgay, Jonathan Herzig, Jonathan Berant
Value-based Search in Execution Space for Mapping Instructions to Programs. CoRR (2018)
Jonathan Herzig, Jonathan Berant
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing. CoRR (2018)
Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John T. Richards, David Piorkowski
Detecting Egregious Conversations between Customers and Virtual Agents. NAACL-HLT (2018)
Michal Shmueli-Scheuer, Jonathan Herzig, Tommy Sandbank, David Konopnicki
On the Expression of Agent Emotions in Customer Support Dialogs in Social Media. IUI Companion (2018)
Alon Talmor, Jonathan Herzig, Nicholas Lourie, Jonathan Berant
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge. CoRR (2018)
Jonathan Herzig, Jonathan Berant
Decoupling Structure and Lexicon for Zero-Shot Semantic Parsing. EMNLP (2018)
Jonathan Herzig, Jonathan Berant
Neural Semantic Parsing over Multiple Knowledge-bases. ACL (2) (2017)
Jonathan Herzig, Jonathan Berant
Neural Semantic Parsing over Multiple Knowledge-bases. CoRR (2017)
Jonathan Herzig, Michal Shmueli-Scheuer, David Konopnicki
Emotion Detection from Text via Ensemble Classification Using Word Embeddings. ICTIR (2017)
Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, Rottem Shaul
EHCTool: Managing Emotional Hotspots for Conversational Agents. IUI Companion (2017)
Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki, Jonathan Herzig, John T. Richards, David Piorkowski
Detecting Egregious Conversations between Customers and Virtual Agents. CoRR (2017)
Jonathan Herzig, Michal Shmueli-Scheuer, Tommy Sandbank, David Konopnicki
Neural Response Generation for Customer Service based on Personality Traits. INLG (2017)
Jonathan Herzig, Guy Feigenblat, Michal Shmueli-Scheuer, David Konopnicki, Anat Rafaeli, Daniel Altman, David Spivak
Classifying Emotions in Customer Support Dialogues in Social Media. SIGDIAL Conference (2016)
Jonathan Herzig, Guy Feigenblat, Michal Shmueli-Scheuer, David Konopnicki, Anat Rafaeli
Predicting Customer Satisfaction in Customer Support Conversations in Social Media Using Affective Features. UMAP (2016)
Guy Feigenblat, David Konopnicki, Michal Shmueli-Scheuer, Jonathan Herzig, Hen Shkedi
I Understand Your Frustration. CSCW Companion (2016)
Jonathan Herzig, Amitai Bickel, Arie Eitan, Nathan Intrator
Heart Sounds. IEEE Trans. Biomed. Eng. 62 (4) (2015)
Jonathan Herzig, Yosi Mass, Haggai Roitman
An author-reader influence model for detecting topic-based influencers in social media. HT (2014)
Guy Feigenblat, Jonathan Herzig, Michal Shmueli-Scheuer, David Konopnicki
Mindful: A Platform for Large-Scale Affective Field Research. ImmersiveMe@MM (2014)
Emmanouil Schinas, Symeon Papadopoulos, Sotiris Diplaris, Yiannis Kompatsiaris, Yosi Mass, Jonathan Herzig, Lazaros Boudakidis
EventSense: capturing the pulse of large-scale events by mining social media streams. Panhellenic Conference on Informatics (2013)
David Konopnicki, Michal Shmueli-Scheuer, Doron Cohen, Benjamin Sznajder, Jonathan Herzig, Ariel Raviv, N. Zwerling, Haggai Roitman, Yosi Mass
A statistical approach to mining customers' conversational data from social media. IBM J. Res. Dev. 57 (3/4) (2013)