Slonim, Noam
- Knowledge is a Region in Weight Space for Fine-tuned Language Models
2023/02/09 by Almog Gueta, Gueta, Almog, Elad Venezian +9 · 3 voices · 4 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
- Efficient Methods for Natural Language Processing: A Survey
2022/08/31 by Marcos Treviso, Ji-Ung Lee, Treviso, Marcos +41 · 2 voices · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Fusing finetuned models for better pretraining
2022/04/06 by Leshem Choshen, Choshen, Leshem, Elad Venezian +5 · 16 citations
Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- A Large-scale Dataset for Argument Quality Ranking: Construction and Analysis
2019/11/26 by Gretz, Shai, Friedman, Roni, Cohen-Karlik, Edo +4 · 11 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Efficient Benchmarking of Language Models
2023/08/22 by Yotam Perlitz, Elron Bandel, Perlitz, Yotam +16 · 2 voices · 11 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
- From Arguments to Key Points: Towards Automatic Argument Summarization
2020/05/04 by Bar-Haim, Roy, Eden, Lilach, Friedman, Roni +3 · 8 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Automatic Argument Quality Assessment -- New Datasets and Methods
2019/09/03 by Assaf Toledo, Toledo, Assaf, Shai Gretz +15 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
- Are You Convinced? Choosing the More Convincing Evidence with a Siamese\n Network
2019/07/21 by Martin Gleize, Gleize, Martin, Eyal Shnarch +11 · 5 citations
Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Topic Modeling
- The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
2023/05/02 by Ariel Gera, Roni Friedman, Gera, Ariel +11 · 7 citations
Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
- Overview of the 2021 Key Point Analysis Shared Task
2021/10/20 by Friedman, Roni, Dankin, Lena, Hou, Yufang +3 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Quantitative Argument Summarization and Beyond: Cross-Domain Key Point\n Analysis
2020/10/11 by Roy Bar-Haim, Bar-Haim, Roy, Yoav Kantor +9 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
- Multivariate Information Bottleneck
2013/01/10 by Nir Friedman, Ori Mosenzon, Friedman, Nir +5 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Rough Sets and Fuzzy Logic
- Every Bite Is an Experience: Key Point Analysis of Business Reviews
2021/06/12 by Bar-Haim, Roy, Eden, Lilach, Kantor, Yoav +2 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Estimating mutual information and multi--information in large networks
2005/02/03 by Noam Slonim, Slonim, Noam, Gurinder S. Atwal +5 · 2 citations
Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Opinion Dynamics and Social Influence
- Multilingual Argument Mining: Datasets and Analysis
2020/10/13 by Toledo-Ronen, Orith, Orbach, Matan, Bilu, Yonatan +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains
2020/10/19 by Shnarch, Eyal, Choshen, Leshem, Moshkowich, Guy +2 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Out of the Echo Chamber: Detecting Countering Debate Speeches
2020/05/03 by Orbach, Matan, Bilu, Yonatan, Toledo, Assaf +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quality Controlled Paraphrase Generation
2022/03/21 by Bandel, Elron, Aharonov, Ranit, Shmueli-Scheuer, Michal +3 · 2 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Cluster & Tune: Boost Cold Start Performance in Text Classification
2022/03/20 by Eyal Shnarch, Ariel Gera, Shnarch, Eyal +11 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Text and Document Classification Technologies #Topic Modeling
- Learning to combine Grammatical Error Corrections
2019/06/10 by Kantor, Yoav, Katz, Yoav, Choshen, Leshem +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Controversy in Context
2019/08/20 by Benjamin Sznajder, Ariel Gera, Sznajder, Benjamin +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Cancer-related gene regulation #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Wikis in Education and Collaboration
- A Recorded Debating Dataset
2017/09/19 by Mirkin, Shachar, Jacovi, Michal, Lavee, Tamar +6 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Argument Invention from First Principles
2019/08/22 by Yonatan Bilu, Ariel Gera, Bilu, Yonatan +15 · 1 citation
Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #Discourse Analysis in Language Studies #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Multi-Agent Systems and Negotiation
- Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications
2024/07/25 by Alon Halfon, Halfon, Alon, Shai Gretz +15 · 2 citations
Decision Sciences · Computer Science · Engineering · #Simulation Techniques and Applications #Speech Recognition and Synthesis #Traffic Prediction and Management Techniques
- Zero-Shot Text Classification with Self-Training
2022/10/31 by Ariel Gera, Alon Halfon, Gera, Ariel +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
2022/08/02 by Shnarch, Eyal, Halfon, Alon, Gera, Ariel +19 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- ColD Fusion: Collaborative Descent for Distributed Multitask Finetuning
2022/12/02 by Shachar Don-Yehiya, Don-Yehiya, Shachar, Elad Venezian +9 · 1 citation
Computer Science · #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning #AI in cancer detection
- Debatable Intelligence: Benchmarking LLM Judges via Debate Speech Evaluation
2025/06/05 by Noy Sternlicht, Sternlicht, Noy, Ariel Gera +7 · 1 citation
Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Topic Modeling #Legal Language and Interpretation