Shnarch, Eyal
- Efficient Benchmarking of Language Models
2023/08/22 by Yotam Perlitz, Elron Bandel, Perlitz, Yotam +16 · 2 voices · 9 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
- Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network
2019/07/21 by Gleize, Martin, Shnarch, Eyal, Choshen, Leshem +4 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
2023/05/02 by Ariel Gera, Roni Friedman, Gera, Ariel +11 · 6 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
- Label-Efficient Model Selection for Text Generation
2024/02/12 by Shir Ashury-Tahan, Ashury-Tahan, Shir, Ariel Gera +9 · 1 voice · 4 citations
#cs.CL #cs.LG
- Do These LLM Benchmarks Agree? Fixing Benchmark Evaluation with BenchBench
2024/07/18 by Yotam Perlitz, Perlitz, Yotam, Ariel Gera +13 · 5 citations
Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Genie: Achieving Human Parity in Content-Grounded Datasets Generation
2024/01/25 by Asaf Yehudai, Yehudai, Asaf, Boaz Carmeli +13 · 1 voice · 3 citations
#cs.CL #cs.AI #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 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG)
- Cluster & Tune: Boost Cold Start Performance in Text Classification
2022/03/20 by Eyal Shnarch, Shnarch, Eyal, Ariel Gera +11 · 1 citation
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
- 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
- The Mighty ToRR: A Benchmark for Table Reasoning and Robustness
2025/02/26 by Shir Ashury-Tahan, Yifan Mai, Ashury-Tahan, Shir +20 · 1 voice · 2 citations
Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning and Data Classification #cs.CL