Ben Athiwaratkun

Mixture-of-Agents Enhances Large Language Model Capabilities

2024 · arXiv (Cornell University)

Recent advances in large language models (LLMs) demonstrate substantial capabilities in natural language understanding and generation tasks. With the growing number of LLMs, how to harness the collective expertise of multiple LLMs is an exciting …

Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification

2018 · Transactions of the Association for Computational Linguistics

In recent years great success has been achieved in sentiment classification for English, thanks in part to the availability of copious annotated resources. Unfortunately, most languages do not enjoy such an abundance of labeled data. …