output
20162026
most citedVALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena

55 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2025Show all

2 papers · 1 filter

cs.CL2025

Rationalizing Transformer Predictions via End-To-End Differentiable Self-Training

Marc Brinner, Sina Zarrieß

We propose an end-to-end differentiable training paradigm for stable training of a rationalized transformer classifier. Our approach results in a single model that simultaneously c…

cs.CL2025★ 1 cited

Enhancing Domain-Specific Encoder Models with LLM-Generated Data: How to Leverage Ontologies, and How to Do Without Them

Marc Brinner, Tarek Al Mustafa, Sina Zarrieß

We investigate the use of LLM-generated data for continual pretraining of encoder models in specialized domains with limited training data, using the scientific domain of invasion…