Junmo Kang

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Contextual Knowledge

Question Answer

Top Venues

Publications

Young Kyun Jang, Junmo Kang, Yong Jae Lee, Donghyun Kim
MATE: Meet At The Embedding - Connecting Images with Long Texts. CoRR (2024)
Junmo Kang, Leonid Karlinsky, Hongyin Luo, Zhen Wang, Jacob A. Hansen, Jim Glass, David D. Cox, Rameswar Panda, Rogério Feris, Alan Ritter
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts. CoRR (2024)
Junmo Kang, Hongyin Luo, Yada Zhu, Jacob A. Hansen, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky
Self-Specialization: Uncovering Latent Expertise within Large Language Models. ACL (Findings) (2024)
Junmo Kang, Wei Xu, Alan Ritter
Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models. ACL (1) (2023)
Junmo Kang, Hongyin Luo, Yada Zhu, James R. Glass, David D. Cox, Alan Ritter, Rogério Feris, Leonid Karlinsky
Self-Specialization: Uncovering Latent Expertise within Large Language Models. CoRR (2023)
Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng, Joyce Jiyoung Whang
Discern and Answer: Mitigating the Impact of Misinformation in Retrieval-Augmented Models with Discriminators. CoRR (2023)
Fan Bai, Junmo Kang, Gabriel Stanovsky, Dayne Freitag, Alan Ritter
Schema-Driven Information Extraction from Heterogeneous Tables. CoRR (2023)
Junmo Kang, Wei Xu, Alan Ritter
Distill or Annotate? Cost-Efficient Fine-Tuning of Compact Models. CoRR (2023)
Jeonghwan Kim, Junmo Kang, Kyung-min Kim, Giwon Hong, Sung-Hyon Myaeng
Exploiting Numerical-Contextual Knowledge to Improve Numerical Reasoning in Question Answering. NAACL-HLT (Findings) (2022)
Giwon Hong, Jeonghwan Kim, Junmo Kang, Sung-Hyon Myaeng
Graph-Induced Transformers for Efficient Multi-Hop Question Answering. EMNLP (2022)
Daeyong Shim, Chunseok Jeong, Euncheol Lee, Junmo Kang, Seokcheol Yoon, Yongkee Kwon, Il Park, Hyun Ahn, Seonyong Cha, Jinkook Kim
Holistic approaches to memory solutions for the Autonomous Driving Era. ISCAS (2022)
Kyoungrok Jang, Junmo Kang, Giwon Hong, Sung-Hyon Myaeng, Joohee Park, Taewon Yoon, Hee-Cheol Seo
UHD-BERT: Bucketed Ultra-High Dimensional Sparse Representations for Full Ranking. CoRR (2021)
Junmo Kang, Suwon Shin, Jeonghwan Kim, Jae-young Jo, Sung-Hyon Myaeng
Maximizing Efficiency of Language Model Pre-training for Learning Representation. CoRR (2021)
Jeonghwan Kim, Giwon Hong, Kyung-min Kim, Junmo Kang, Sung-Hyon Myaeng
Have You Seen That Number? Investigating Extrapolation in Question Answering Models. EMNLP (1) (2021)
Kyoungrok Jang, Junmo Kang, Giwon Hong, Sung-Hyon Myaeng, Joohee Park, Taewon Yoon, Hee-Cheol Seo
Ultra-High Dimensional Sparse Representations with Binarization for Efficient Text Retrieval. EMNLP (1) (2021)
Junmo Kang, Jeonghwan Kim, Suwon Shin, Sung-Hyon Myaeng
Leveraging Order-Free Tag Relations for Context-Aware Recommendation. EMNLP (1) (2021)
Giwon Hong, Junmo Kang, Doyeon Lim, Sung-Hyon Myaeng
Handling Anomalies of Synthetic Questions in Unsupervised Question Answering. COLING (2020)
Junmo Kang, Jeonghwan Kim, Suwon Shin, Sung-Hyon Myaeng
A Sequence-Oblivious Generation Method for Context-Aware Hashtag Recommendation. CoRR (2020)
Junmo Kang, Giwon Hong, Haritz Puerto San Roman, Sung-Hyon Myaeng
Regularization of Distinct Strategies for Unsupervised Question Generation. EMNLP (Findings) (2020)
Junmo Kang, Haritz Puerto San Roman, Sung-Hyon Myaeng
Let Me Know What to Ask: Interrogative-Word-Aware Question Generation. CoRR (2019)
Junmo Kang, Haritz Puerto San Roman, Sung-Hyon Myaeng
Let Me Know What to Ask: Interrogative-Word-Aware Question Generation. MRQA@EMNLP (2019)