1 citations · 1 across the 3 of their papers we have counts for
3 papers
PROMPT2BOX:Improving LLM Weakness Discovery and Specificity Estimation by Uncovering Entailment Structure among Prompts
Neeladri Bhuiya, Shib Sankar Dasgupta, Andrew McCallum +1
To discover the weaknesses of LLMs, researchers often embed prompts into a vector space and cluster them to extract insightful patterns. However, vector embeddings primarily captur…
To Copy, or not to Copy; That is a Critical Issue of the Output Softmax Layer in Neural Sequential Recommenders
Haw-Shiuan Chang, Nikhil Agarwal, Andrew McCallum
Recent studies suggest that the existing neural models have difficulty handling repeated items in sequential recommendation tasks. However, our understanding of this difficulty is…
Encoding Multi-Domain Scientific Papers by Ensembling Multiple CLS Tokens
Ronald Seoh, Haw-Shiuan Chang, Andrew McCallum
Many useful tasks on scientific documents, such as topic classification and citation prediction, involve corpora that span multiple scientific domains. Typically, such tasks are ac…