7 citations · 9 across the 4 of their papers we have counts for
4 papers
HotelMatch-LLM: Joint Multi-Task Training of Small and Large Language Models for Efficient Multimodal Hotel Retrieval
Arian Askari, Emmanouil Stergiadis, Ilya Gusev +1
We present HotelMatch-LLM, a multimodal dense retrieval model for the travel domain that enables natural language property search, addressing the limitations of traditional travel…
Controlling Summarization Length Through EOS Token Weighting
Zeno Belligoli, Emmanouil Stergiadis, Eran Fainman +1
Controlling the length of generated text can be crucial in various text-generation tasks, including summarization. Existing methods often require complex model alterations, limitin…
Curriculum Meta-Learning for Few-shot Classification
Emmanouil Stergiadis, Priyanka Agrawal, Oliver Squire
We propose an adaptation of the curriculum training framework, applicable to state-of-the-art meta learning techniques for few-shot classification. Curriculum-based training popula…
Multi-Domain Adaptation in Neural Machine Translation Through Multidimensional Tagging
Emmanouil Stergiadis, Satendra Kumar, Fedor Kovalev +1
While NMT has achieved remarkable results in the last 5 years, production systems come with strict quality requirements in arbitrarily niche domains that are not always adequately…