Socratic Reasoning Improves Positive Text Rewriting
Reframing a negative into a positive thought is at the crux of several cognitive approaches to
mental health and psychotherapy that could be made more accessible by large language …
mental health and psychotherapy that could be made more accessible by large language …
Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information
The success of multi-task learning can depend heavily on which tasks are grouped together.
Naively grouping all tasks or a random set of tasks can result in negative transfer, with the …
Naively grouping all tasks or a random set of tasks can result in negative transfer, with the …
Democratizing Advanced Attribution Analyses of Generative Language Models with the Inseq Toolkit
Inseq 1 is a recent toolkit providing an intuitive and optimized interface to conduct feature
attribution analyses of generative language models. In this work, we present the latest …
attribution analyses of generative language models. In this work, we present the latest …
Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
In-Context Learning (ICL) is a technique where large language models (LLMs) leverage
multiple demonstrations (ie, examples) to perform tasks. With the recent expansion of LLM …
multiple demonstrations (ie, examples) to perform tasks. With the recent expansion of LLM …