Voice Query Auto Completion

no code implementations • EMNLP 2021 • Raphael Tang, Karun Kumar, Kendra Chalkley, Ji Xin, Liming Zhang, Wenyan Li, Gefei Yang, Yajie Mao, Junho Shin, Geoffrey Craig Murray, Jimmy Lin

Query auto completion (QAC) is the task of predicting a search engine user’s final query from their intermediate, incomplete query.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Shortened LLaMA: A Simple Depth Pruning for Large Language Models

no code implementations • 5 Feb 2024 • Bo-Kyeong Kim, Geonmin Kim, Tae-Ho Kim, Thibault Castells, Shinkook Choi, Junho Shin, Hyoung-Kyu Song

Structured pruning of modern large language models (LLMs) has emerged as a way of decreasing their high computational needs.

Local Connectivity-Based Density Estimation for Face Clustering

1 code implementation • CVPR 2023 • Junho Shin, Hyo-Jun Lee, Hyunseop Kim, Jong-Hyeon Baek, Daehyun Kim, Yeong Jun Koh

For this purpose, we propose a reliable density estimation algorithm based on local connectivity between K nearest neighbors (KNN).

Clustering Connectivity Estimation +2