Ofir Arviv
- Efficient Benchmarking of Language Models
2023/08/22 by Yotam Perlitz, Elron Bandel, Perlitz, Yotam +16 · 2 voices · 12 citations
Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
- The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers
2023/05/02 by Ariel Gera, Roni Friedman, Gera, Ariel +11 · 8 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
- Do These LLM Benchmarks Agree? Fixing Benchmark Evaluation with BenchBench
2024/07/18 by Yotam Perlitz, Ariel Gera, Perlitz, Yotam +13 · 1 voice · 9 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, Boaz Carmeli, Yehudai, Asaf +13 · 1 voice · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Unitxt: Flexible, Shareable and Reusable Data Preparation and Evaluation for Generative AI
2024/01/25 by Elron Bandel, Yotam Perlitz, Bandel, Elron +21 · 6 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Stay Tuned: An Empirical Study of the Impact of Hyperparameters on LLM Tuning in Real-World Applications
2024/07/25 by Alon Halfon, Shai Gretz, Halfon, Alon +15 · 2 citations
Decision Sciences · Computer Science · Engineering · #Simulation Techniques and Applications #Speech Recognition and Synthesis #Traffic Prediction and Management Techniques