Michal Shmueli-Scheuer

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 37

Top Topics

Customer Support

Conversational Agent

Top Venues

Publications

Elron Bandel, Yotam Perlitz, Elad Venezian, Roni Friedman-Melamed, Ofir Arviv, Matan Orbach, Shachar Don-Yehiya, Dafna Sheinwald, Ariel Gera, Leshem Choshen, Michal Shmueli-Scheuer, Yoav Katz
Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI. CoRR (2024)
Yotam Perlitz, Ariel Gera, Ofir Arviv, Asaf Yehudai, Elron Bandel, Eyal Shnarch, Michal Shmueli-Scheuer, Leshem Choshen
Benchmark Agreement Testing Done Right: A Guide for LLM Benchmark Evaluation. CoRR (2024)
Alon Halfon, Shai Gretz, Ofir Arviv, Artem Spector, Orith Toledo-Ronen, Yoav Katz, Liat Ein-Dor, Michal Shmueli-Scheuer, Noam Slonim
Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications. CoRR (2024)
Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Noam Slonim, Michal Shmueli-Scheuer, Leshem Choshen
Efficient Benchmarking (of Language Models). NAACL-HLT (2024)
Yotam Perlitz, Elron Bandel, Ariel Gera, Ofir Arviv, Liat Ein-Dor, Eyal Shnarch, Noam Slonim, Michal Shmueli-Scheuer, Leshem Choshen
Efficient Benchmarking (of Language Models). CoRR (2023)
Yotam Perlitz, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer
nBIIG: A Neural BI Insights Generation System for Table Reporting. AAAI (2023)
Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, Liat Ein-Dor
Active Learning for Natural Language Generation. CoRR (2023)
Yotam Perlitz, Ariel Gera, Michal Shmueli-Scheuer, Dafna Sheinwald, Noam Slonim, Liat Ein-Dor
Active Learning for Natural Language Generation. EMNLP (2023)
Odellia Boni, Sara Rosenthal, Ora Peled Nakash, Michal Shmueli-Scheuer
Tell Me More? Can AI Enhance User Experience for List Answers? IUI Companion (2023)
Yotam Perlitz, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer
nBIIG: A Neural BI Insights Generation System for Table Reporting. CoRR (2022)
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
Overview of the Third Workshop on Scholarly Document Processing. SDP@COLING (2022)
Yotam Perlitz, Liat Ein-Dor, Dafna Sheinwald, Noam Slonim, Michal Shmueli-Scheuer
Diversity Enhanced Table-to-Text Generation via Type Control. CoRR (2022)
Arman Cohan, Guy Feigenblat, Tirthankar Ghosal, Michal Shmueli-Scheuer
Overview of the First Shared Task on Multi Perspective Scientific Document Summarization (MuP). SDP@COLING (2022)
Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor
Quality Controlled Paraphrase Generation. CoRR (2022)
Elron Bandel, Ranit Aharonov, Michal Shmueli-Scheuer, Ilya Shnayderman, Noam Slonim, Liat Ein-Dor
Quality Controlled Paraphrase Generation. ACL (1) (2022)
Odellia Boni, Guy Feigenblat, Guy Lev, Michal Shmueli-Scheuer, Benjamin Sznajder, David Konopnicki
HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles. CoRR (2021)
Michal Shmueli-Scheuer, Ron Artstein, Yasaman Khazaeni, Hao Fang, Q. Vera Liao
user2agent: 2nd Workshop on User-Aware Conversational Agents. IUI Companion (2020)
Muthu Kumar Chandrasekaran, Guy Feigenblat, Dayne Freitag, Tirthankar Ghosal, Eduard H. Hovy, Philipp Mayr, Michal Shmueli-Scheuer, Anita de Waard
Overview of the First Workshop on Scholarly Document Processing (SDP). SDP@EMNLP (2020)
Muthu Kumar Chandrasekaran, Guy Feigenblat, Eduard H. Hovy, Abhilasha Ravichander, Michal Shmueli-Scheuer, Anita de Waard
Overview and Insights from the Shared Tasks at Scholarly Document Processing 2020: CL-SciSumm, LaySumm and LongSumm. SDP@EMNLP (2020)
Guy Lev, Michal Shmueli-Scheuer, Achiya Jerbi, David Konopnicki
orgFAQ: A New Dataset and Analysis on Organizational FAQs and User Questions. CoRR (2020)
Jonathan Herzig, Tommy Sandbank, Michal Shmueli-Scheuer, David Konopnicki
Bot2Vec: Learning Representations of Chatbots. *SEM@NAACL-HLT (2019)
Q. Vera Liao, Michal Shmueli-Scheuer, Tsung-Hsien (Shawn) Wen, Zhou Yu
User-aware conversational agents. IUI Companion (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)
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)
Michal Shmueli-Scheuer, Tommy Sandbank, David Konopnicki, Ora Peled Nakash
Exploring the Universe of Egregious Conversations in Chatbots. IUI Companion (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)
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)
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
SoLoMo analytics for telco Big Data monetization. IBM J. Res. Dev. 58 (5/6) (2014)
Haggai Roitman, Gilad Barkai, David Konopnicki, Michal Shmueli-Scheuer
Harnessing the crowds for multi-channel marketing monitoring. ICDE Workshops (2014)
Haggai Roitman, Shay Hummel, Michal Shmueli-Scheuer
A fusion approach to cluster labeling. SIGIR (2014)
Guy Feigenblat, Jonathan Herzig, Michal Shmueli-Scheuer, David Konopnicki
Mindful: A Platform for Large-Scale Affective Field Research. ImmersiveMe@MM (2014)
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)
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
Surfacing time-critical insights from social media. SIGMOD Conference (2012)
Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer
KMV-peer: a robust and adaptive peer-selection algorithm. WSDM (2011)
Michal Shmueli-Scheuer, Haggai Roitman, David Carmel, Yosi Mass, David Konopnicki
Extracting user profiles from large scale data. MDAC@WWW (2010)
Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer
A peer-selection algorithm for information retrieval. CIKM (2010)
Paolo Bolettieri, Fabrizio Falchi, Claudio Lucchese, Yosi Mass, Raffaele Perego, Fausto Rabitti, Michal Shmueli-Scheuer
Searching 100M Images by Content Similarity. IRCDL (2009)
Jonathan Mamou, Yosi Mass, Michal Shmueli-Scheuer, Benjamin Sznajder
A unified inverted index for an efficient image and text retrieval. SIGIR (2009)
Michal Shmueli-Scheuer, Chen Li, Yosi Mass, Haggai Roitman, Ralf Schenkel, Gerhard Weikum
Best-Effort Top-k Query Processing Under Budgetary Constraints. ICDE (2009)
Yosi Mass, Yehoshua Sagiv, Michal Shmueli-Scheuer
A scalable and effective full-text search in P2P networks. CIKM (2009)
Houtan Shirani-Mehr, Chen Li, Gang Liang, Michal Shmueli-Scheuer
Quality-Aware Retrieval of Data Objects from Autonomous Sources for Web-Based Repositories. ICDE (2008)
Michal Shmueli-Scheuer, Amitabh Chaudhary, Avigdor Gal, Chen Li
Communication-Efficient Query Answering with Quality Guarantees in Client-Server Applications. WebDB (2007)
Amitabha Bagchi, Amitabh Chaudhary, Michael T. Goodrich, Chen Li, Michal Shmueli-Scheuer
Achieving Communication Efficiency through Push-Pull Partitioning of Semantic Spaces to Disseminate Dynamic Information. IEEE Trans. Knowl. Data Eng. 18 (10) (2006)
Ramaswamy Hariharan, Michal Shmueli-Scheuer, Chen Li, Sharad Mehrotra
Quality-driven approximate methods for integrating GIS data. GIS (2005)