429 citations · 639 across the 30 of their papers we have counts for
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cs.CL2024★ 2 cited
LLM Questionnaire Completion for Automatic Psychiatric Assessment
Gony Rosenman, Lior Wolf, Talma Hendler
We employ a Large Language Model (LLM) to convert unstructured psychological interviews into structured questionnaires spanning various psychiatric and personality domains. The LLM…
cs.CL2024★ 1 cited
Backward Lens: Projecting Language Model Gradients into the Vocabulary Space
Shahar Katz, Yonatan Belinkov, Mor Geva +1
Understanding how Transformer-based Language Models (LMs) learn and recall information is a key goal of the deep learning community. Recent interpretability methods project weights…
cs.CL2024★ 1 cited
PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation
Nadav Benedek, Lior Wolf
With the proliferation of large pre-trained language models (PLMs), fine-tuning all model parameters becomes increasingly inefficient, particularly when dealing with numerous downs…