1 citations · 3 across the 5 of their papers we have counts for
4 papers · 1 filter
From Benchmarks to Skills: Low-Rank Factors for LLM Evaluation
Aviya Maimon, Amir DN Cohen, Gal Vishne +2
Current evaluations of large language models (LLMs) rely heavily on a growing collection of benchmarks and on aggregate benchmark scores, yet it remains unclear what this compariso…
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
Omer Goldman, Alon Jacovi, Aviv Slobodkin +3
Improvements in language models' capabilities have pushed their applications towards longer contexts, making long-context evaluation and development an active research area. Howeve…
CoheSentia: A Novel Benchmark of Incremental versus Holistic Assessment of Coherence in Generated Texts
Aviya Maimon, Reut Tsarfaty
Coherence is a linguistic term that refers to the relations between small textual units (sentences, propositions), which make the text logically consistent and meaningful to the re…
A Novel Computational and Modeling Foundation for Automatic Coherence Assessment
Aviya Maimon, Reut Tsarfaty
Coherence is an essential property of well-written texts, that refers to the way textual units relate to one another. In the era of generative AI, coherence assessment is essential…