Bloom: A 176b-parameter open-access multilingual language model
Large language models (LLMs) have been shown to be able to perform new tasks based on
a few demonstrations or natural language instructions. While these capabilities have led to …
a few demonstrations or natural language instructions. While these capabilities have led to …
Understanding the benefits and challenges of deploying conversational AI leveraging large language models for public health intervention
Recent large language models (LLMs) have advanced the quality of open-ended
conversations with chatbots. Although LLM-driven chatbots have the potential to support …
conversations with chatbots. Although LLM-driven chatbots have the potential to support …
Predictability and surprise in large generative models
Large-scale pre-training has recently emerged as a technique for creating capable, general-
purpose, generative models such as GPT-3, Megatron-Turing NLG, Gopher, and many …
purpose, generative models such as GPT-3, Megatron-Turing NLG, Gopher, and many …
[PDF][PDF] KLUE: Korean Language Understanding Evaluation
S Park - arXiv preprint arXiv:2105.09680, 2021 - academia.edu
We introduce Korean Language Understanding Evaluation (KLUE) benchmark. KLUE is a
collection of 8 Korean natural language understanding (NLU) tasks, including Topic …
collection of 8 Korean natural language understanding (NLU) tasks, including Topic …
Leveraging large language models to power chatbots for collecting user self-reported data
Large language models (LLMs) provide a new way to build chatbots by accepting natural
language prompts. Yet, it is unclear how to design prompts to power chatbots to carry on …
language prompts. Yet, it is unclear how to design prompts to power chatbots to carry on …
The mystery of in-context learning: A comprehensive survey on interpretation and analysis
Understanding in-context learning (ICL) capability that enables large language models
(LLMs) to excel in proficiency through demonstration examples is of utmost importance. This …
(LLMs) to excel in proficiency through demonstration examples is of utmost importance. This …
What language model to train if you have one million gpu hours?
The crystallization of modeling methods around the Transformer architecture has been a
boon for practitioners. Simple, well-motivated architectural variations can transfer across …
boon for practitioners. Simple, well-motivated architectural variations can transfer across …
ChaCha: Leveraging Large Language Models to Prompt Children to Share Their Emotions about Personal Events
Children typically learn to identify and express their emotions by sharing stories and feelings
with others, particularly family members. However, it is challenging for parents or siblings to …
with others, particularly family members. However, it is challenging for parents or siblings to …
Distributed inference and fine-tuning of large language models over the internet
A Borzunov, M Ryabinin… - Advances in …, 2024 - proceedings.neurips.cc
Large language models (LLMs) are useful in many NLP tasks and become more capable
with size, with the best open-source models having over 50 billion parameters. However …
with size, with the best open-source models having over 50 billion parameters. However …
Building a role specified open-domain dialogue system leveraging large-scale language models
Recent open-domain dialogue models have brought numerous breakthroughs. However,
building a chat system is not scalable since it often requires a considerable volume of …
building a chat system is not scalable since it often requires a considerable volume of …