most citedAn LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery

3 citations · 4 across the 4 of their papers we have counts for

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cs.CL2025

LangVAE and LangSpace: Building and Probing for Language Model VAEs

Danilo S. Carvalho, Yingji Zhang, Harriet Unsworth +1

We present LangVAE, a novel framework for modular construction of variational autoencoders (VAEs) on top of pre-trained large language models (LLMs). Such language model VAEs can e…

cs.CL2024★ 1 cited

Controlled LLM-based Reasoning for Clinical Trial Retrieval

Mael Jullien, Alex Bogatu, Harriet Unsworth +1

Matching patients to clinical trials demands a systematic and reasoned interpretation of documents which require significant expert-level background knowledge, over a complex set o…