Michal Shmueli-Scheuer

According to our database, Michal Shmueli-Scheuer authored at least 49 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications.

Alon Halfon, Shai Gretz, Ofir Arviv, Artem Spector, Orith Toledo-Ronen, Yoav Katz, Liat Ein-Dor, Michal Shmueli-Scheuer, Noam Slonim

CoRR, 2024

Benchmark Agreement Testing Done Right: A Guide for LLM Benchmark Evaluation.

Yotam Perlitz, Ariel Gera, Ofir Arviv, Asaf Yehudai, Elron Bandel, Eyal Shnarch, Michal Shmueli-Scheuer, Leshem Choshen

CoRR, 2024

Efficient Benchmarking (of Language Models).

Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Noam Slonim, Michal Shmueli-Scheuer, Leshem Choshen

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI.

Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman, Ofir Arviv, Matan Orbach, Shachar Don-Yehiya, Dafna Sheinwald, Ariel Gera, Leshem Choshen, Michal Shmueli-Scheuer, Yoav Katz

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: System Demonstrations, 2024

2023

Tell Me More? Can AI Enhance User Experience for List Answers?

Odellia Boni, Sara Rosenthal, Ora Peled Nakash, Michal Shmueli-Scheuer

Proceedings of the Companion Proceedings of the 28th International Conference on Intelligent User Interfaces, 2023

Active Learning for Natural Language Generation.

Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, Liat Ein-Dor

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

nBIIG: A Neural BI Insights Generation System for Table Reporting.

Yotam Perlitz, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Diversity Enhanced Table-to-Text Generation via Type Control.

Yotam Perlitz, Liat Ein-Dor, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer

CoRR, 2022

Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP).

Arman Cohan, Guy Feigenblat, Tirthankar Ghosal, Michal Shmueli-Scheuer

Proceedings of the Third Workshop on Scholarly Document Processing, 2022

Overview of the Third Workshop on Scholarly Document Processing.

Arman Cohan, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Drahomira Herrmannova, Petr Knoth, Kyle Lo, Philipp Mayr, Michal Shmueli-Scheuer, Anita de Waard, Lucy Lu Wang

Proceedings of the Third Workshop on Scholarly Document Processing, 2022

Quality Controlled Paraphrase Generation.

Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles.

Odellia Boni, Guy Feigenblat, Guy Lev, Michal Shmueli-Scheuer, Benjamin Sznajder, David Konopnicki

CoRR, 2021

2020

orgFAQ: A New Dataset and Analysis on Organizational FAQs and User Questions.

Guy Lev, Michal Shmueli-Scheuer, Achiya Jerbi, David Konopnicki

CoRR, 2020

user2agent: 2nd Workshop on User-Aware Conversational Agents.

Michal Shmueli-Scheuer, Ron Artstein, Yasaman Khazaeni, Hao Fang, Q. Vera Liao

Proceedings of the IUI '20: 25th International Conference on Intelligent User Interfaces, 2020

Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm.

Muthu Kumar Chandrasekaran, Guy Feigenblat, Eduard H. Hovy, Abhilasha Ravichander, Michal Shmueli-Scheuer, Anita de Waard

Proceedings of the First Workshop on Scholarly Document Processing, 2020

Overview of the First Workshop on Scholarly Document Processing (SDP).

Muthu Kumar Chandrasekaran, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Eduard H. Hovy, Philipp Mayr, Michal Shmueli-Scheuer, Anita de Waard

Proceedings of the First Workshop on Scholarly Document Processing, 2020

2019

Detecting Persuasive Arguments based on Author-Reader Personality Traits and their Interaction.

Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, Tommy Sandbank

Proceedings of the 27th ACM Conference on User Modeling, Adaptation and Personalization, 2019

Bot2Vec: Learning Representations of Chatbots.

Jonathan Herzig, Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki

Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019

User-aware conversational agents.

Q. Vera Liao, Michal Shmueli-Scheuer, Tsung-Hsien (Shawn) Wen, Zhou Yu

Proceedings of the 24th International Conference on Intelligent User Interfaces: Companion, 2019

A Summarization System for Scientific Documents.

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

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

TalkSumm: A Dataset and Scalable Annotation Method for Scientific Paper Summarization Based on Conference Talks.

Guy Lev, Michal Shmueli-Scheuer, Jonathan Herzig, Achiya Jerbi, David Konopnicki

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Detecting Egregious Conversations between Customers and Virtual Agents.

Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, John T. Richards, David Piorkowski

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

On the Expression of Agent Emotions in Customer Support Dialogs in Social Media.

Michal Shmueli-Scheuer, Jonathan Herzig, Tommy Sandbank, David Konopnicki

Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion, 2018

Exploring the Universe of Egregious Conversations in Chatbots.

Michal Shmueli-Scheuer, Tommy Sandbank, David Konopnicki, Ora Peled Nakash

Proceedings of the 23rd International Conference on Intelligent User Interfaces Companion, 2018

2017

EHCTool: Managing Emotional Hotspots for Conversational Agents.

Tommy Sandbank, Michal Shmueli-Scheuer, Jonathan Herzig, David Konopnicki, Rottem Shaul

Proceedings of the Companion Publication of the 22nd International Conference on Intelligent User Interfaces, 2017

Neural Response Generation for Customer Service based on Personality Traits.

Jonathan Herzig, Michal Shmueli-Scheuer, Tommy Sandbank, David Konopnicki

Proceedings of the 10th International Conference on Natural Language Generation, 2017

Emotion Detection from Text via Ensemble Classification Using Word Embeddings.

Jonathan Herzig, Michal Shmueli-Scheuer, David Konopnicki

Proceedings of the ACM SIGIR International Conference on Theory of Information Retrieval, 2017

2016

Predicting Customer Satisfaction in Customer Support Conversations in Social Media Using Affective Features.

Jonathan Herzig, Guy Feigenblat, Michal Shmueli-Scheuer, David Konopnicki, Anat Rafaeli

Proceedings of the 2016 Conference on User Modeling Adaptation and Personalization, 2016

Classifying Emotions in Customer Support Dialogues in Social Media.

Jonathan Herzig, Guy Feigenblat, Michal Shmueli-Scheuer, David Konopnicki, Anat Rafaeli, Daniel Altman, David Spivak

Proceedings of the SIGDIAL 2016 Conference, 2016

I Understand Your Frustration.

Guy Feigenblat, David Konopnicki, Michal Shmueli-Scheuer, Jonathan Herzig, Hen Shkedi

Proceedings of the 19th ACM Conference on Computer Supported Cooperative Work and Social Computing, 2016

2014

SoLoMo analytics for telco Big Data monetization.

H. Cao, Weishan Dong, Leslie S. Liu, Chunyang Ma, Weihong Qian, J. W. Shi, Chunhua Tian, Yu Wang, David Konopnicki, Michal Shmueli-Scheuer, Doron Cohen, Natwar Modani, Hemank Lamba, A. Dwivedi, Amit Anil Nanavati, Mohit Kumar

IBM J. Res. Dev., 2014

A fusion approach to cluster labeling.

Haggai Roitman, Shay Hummel, Michal Shmueli-Scheuer

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Mindful: A Platform for Large-Scale Affective Field Research.

Guy Feigenblat, Jonathan Herzig, Michal Shmueli-Scheuer, David Konopnicki

Proceedings of the 2nd ACM International Workshop on Immersive Media Experiences, 2014

Harnessing the crowds for multi-channel marketing monitoring.

Haggai Roitman, Gilad Barkai, David Konopnicki, Michal Shmueli-Scheuer

Proceedings of the Workshops Proceedings of the 30th International Conference on Data Engineering Workshops, 2014

Customer Analyst for the Telecom Industry.

David Konopnicki, Michal Shmueli-Scheuer

Proceedings of the Large-Scale Data Analytics, 2014

2013

A statistical approach to mining customers' conversational data from social media.

David Konopnicki, Michal Shmueli-Scheuer, Doron Cohen, Benjamin Sznajder, Jonathan Herzig, Ariel Raviv, N. Zwerling, Haggai Roitman, Yosi Mass

IBM J. Res. Dev., 2013

2012

Surfacing time-critical insights from social media.

Bogdan Alexe, Mauricio A. Hernández, Kirsten Hildrum, Rajasekar Krishnamurthy, Georgia Koutrika, Meenakshi Nagarajan, Haggai Roitman, Michal Shmueli-Scheuer, Ioana Roxana Stanoi, Chitra Venkatramani, Rohit Wagle

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

2011

KMV-peer: a robust and adaptive peer-selection algorithm.

Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

2010

Extracting user profiles from large scale data.

Michal Shmueli-Scheuer, Haggai Roitman, David Carmel, Yosi Mass, David Konopnicki

Proceedings of the 2010 Workshop on Massive Data Analytics on the Cloud, 2010

A peer-selection algorithm for information retrieval.

Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

A unified inverted index for an efficient image and text retrieval.

Jonathan Mamou, Yosi Mass, Michal Shmueli-Scheuer, Benjamin Sznajder

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

Searching 100M Images by Content Similarity.

Paolo Bolettieri, Fabrizio Falchi, Claudio Lucchese, Yosi Mass, Raffaele Perego, Fausto Rabitti, Michal Shmueli-Scheuer

Proceedings of the Post-proceedings of the Fifth Italian Research Conference on Digital Libraries, 2009

Best-Effort Top-k Query Processing Under Budgetary Constraints.

Michal Shmueli-Scheuer, Chen Li, Yosi Mass, Haggai Roitman, Ralf Schenkel, Gerhard Weikum

Proceedings of the 25th International Conference on Data Engineering, 2009

A scalable and effective full-text search in P2P networks.

Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Quality-Aware Retrieval of Data Objects from Autonomous Sources for Web-Based Repositories.

Houtan Shirani-Mehr, Chen Li, Gang Liang, Michal Shmueli-Scheuer

Proceedings of the 24th International Conference on Data Engineering, 2008

2007

Communication-Efficient Query Answering with Quality Guarantees in Client-Server Applications.

Michal Shmueli-Scheuer, Amitabh Chaudhary, Avigdor Gal, Chen Li

Proceedings of the Tenth International Workshop on the Web and Databases, 2007

2006

Achieving Communication Efficiency through Push-Pull Partitioning of Semantic Spaces to Disseminate Dynamic Information.

Amitabha Bagchi, Amitabh Chaudhary, Michael T. Goodrich, Chen Li, Michal Shmueli-Scheuer

IEEE Trans. Knowl. Data Eng., 2006

2005

Quality-driven approximate methods for integrating GIS data.

Ramaswamy Hariharan, Michal Shmueli-Scheuer, Chen Li, Sharad Mehrotra

Proceedings of the 13th ACM International Workshop on Geographic Information Systems, 2005

2002

Parallel Implementation of Composite Events.

Michal Shmueli, Opher Etzion

Proceedings of the 22nd International Conference on Distributed Computing Systems, 2002