Human language technologies
Researching software and systems that bridge the linguistic divide between people and machines to make communicating with computers as natural as speaking with family and friends.
Project
LLMLingua Series
Effectively Deliver Information to LLMs via Prompt Compression LLMLingua Read More (opens in new tab) LongLLMLingua Read More (opens in new tab) LLMLingua-2 Read More (opens in new tab) Large language models (LLMs) have demonstrated remarkable…
Publication
Fine-Tuning LLaMA for Multi-Stage Text Retrieval
Podcast
Abstracts: October 9, 2023
Researcher Dr. Sheng Zhang joins “Abstracts”—your source for cutting-edge research in brief—to discuss a recent paper on distilling large language models into smaller, more efficient ones capable of excelling in broad application classes.
Publication
MEGA: Multilingual Evaluation of Generative AI
Publication
On Surgical Fine-tuning for Language Encoder
Project
LLaVA: Large Language and Vision Assistant
LLaVA is an open-source project, collaborating with research community to advance the state-of-the-art in AI. LLaVA represents the first end-to-end trained large multimodal model (LMM) that achieves impressive chat capabilities mimicking spirits of the multimodal…