Sang-goo Lee

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 80

Top Venues

Publications

Hyuhng Joon Kim, Youna Kim, Cheonbok Park, Junyeob Kim, Choonghyun Park, Kang Min Yoo, Sang-goo Lee, Taeuk Kim
Aligning Language Models to Explicitly Handle Ambiguity. CoRR (2024)
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
Proxy-based Item Representation for Attribute and Context-aware Recommendation. WSDM (2024)
Choonghyun Park, Hyuhng Joon Kim, Junyeob Kim, Youna Kim, Taeuk Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-goo Lee, Kang Min Yoo
Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection. CoRR (2024)
Hanbit Lee, Jinseok Seol, Sang-goo Lee, Jaehui Park, Junho Shim
Contrastive learning for unsupervised image-to-image translation. Appl. Soft Comput. 151 (2024)
Hyunsoo Cho, Choonghyun Park, Junyeop Kim, Hyuhng Joon Kim, Kang Min Yoo, Sang-goo Lee
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning. CoRR (2023)
Hyunsoo Cho, Choonghyun Park, Junyeob Kim, Hyuhng Joon Kim, Kang Min Yoo, Sang-goo Lee
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning. *SEM@ACL (2023)
Hyunsoo Cho, Youna Kim, Sang-goo Lee
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels. ACL (1) (2023)
Hyuhng Joon Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP. EMNLP (Findings) (2023)
Hyunsoo Cho, Youna Kim, Sang-goo Lee
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels. CoRR (2023)
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
Proxy-based Item Representation for Attribute and Context-aware Recommendation. CoRR (2023)
Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners. AAAI (2023)
Hyuhng Joon Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP. CoRR (2023)
Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations. EMNLP (2022)
Jinseok Jamie Seol, Youngrok Ko, Sang-goo Lee
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation. SIGIR (2022)
Jinseok Seol, Seongjae Kim, Sungchan Park, Holim Lim, Hyunsoo Na, Eunyoung Park, Dohee Jung, Soyoung Park, Kangwoo Lee, Sang-goo Lee
Technologies for AI-Driven Fashion Social Networking Service with E-Commerce. CoRR (2022)
Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble. CoRR (2022)
Junyeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations. CoRR (2022)
Jinseok Seol, Youngrok Ko, Sang-goo Lee
Exploiting Session Information in BERT-based Session-aware Sequential Recommendation. CoRR (2022)
Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble. EMNLP (Findings) (2022)
Hyuhng Joon Kim, Hyunsoo Cho, Junyeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee
Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator. CoRR (2022)
Hyunsoo Cho, Hyuhng Joon Kim, Junyeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners. CoRR (2022)
Hyunsoo Cho, Jinseok Seol, Sang-goo Lee
Masked Contrastive Learning for Anomaly Detection. CoRR (2021)
Hyunsoo Cho, Jinseok Seol, Sang-goo Lee
Masked Contrastive Learning for Anomaly Detection. IJCAI (2021)
Taeuk Kim, Kang Min Yoo, Sang-goo Lee
Self-Guided Contrastive Learning for BERT Sentence Representations. ACL/IJCNLP (1) (2021)
Taeuk Kim, Kang Min Yoo, Sang-goo Lee
Self-Guided Contrastive Learning for BERT Sentence Representations. CoRR (2021)
Seongjae Kim, Jinseok Seol, Holim Lim, Sang-goo Lee
False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation. CoRR (2021)
Hanbit Lee, Jinseok Seol, Sang-goo Lee
Contrastive Learning for Unsupervised Image-to-Image Translation. CoRR (2021)
Taeuk Kim, Bowen Li, Sang-goo Lee
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models. EMNLP (Findings) (2021)
Taeuk Kim, Sang-goo Lee
Multilingual Zero-shot Constituency Parsing. CoRR (2020)
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation. CoRR (2020)
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sang-goo Lee
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction. ICLR (2020)
Wonseok Lee, Hanbit Lee, Sang-goo Lee
Semantics-Preserving Adversarial Training. CoRR (2020)
Jaeyoul Shin, Taeuk Kim, Sang-goo Lee
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? SemEval@COLING (2020)
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation. EMNLP (1) (2020)
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sang-goo Lee
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction. CoRR (2020)
Youhyun Shin, Sang-goo Lee
Learning Context Using Segment-Level LSTM for Neural Sequence Labeling. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Jaeyoul Shin, Taeuk Kim, Sang-goo Lee
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? CoRR (2020)
Kang Min Yoo, Youhyun Shin, Sang-goo Lee
Data Augmentation for Spoken Language Understanding via Joint Variational Generation. AAAI (2019)
Sanghwan Bae, Taeuk Kim, Jihoon Kim, Sang-goo Lee
Summary Level Training of Sentence Rewriting for Abstractive Summarization. CoRR (2019)
Jihun Choi, Taeuk Kim, Sang-goo Lee
Cell-aware Stacked LSTMs for Modeling Sentences. ACML (2019)
Sanghwan Bae, Jihun Choi, Sang-goo Lee
SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification. CoRR (2019)
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sanghwan Bae, Sang-goo Lee
Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations. AAAI (2019)
Hyunsoo Cho, Chaemin Ahn, Kang Min Yoo, Jinseok Seol, Sang-goo Lee
Leveraging Class Hierarchy in Fashion Classification. ICCV Workshops (2019)
Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja. EMNLP/IJCNLP (1) (2019)
Sanghwan Bae, Jihun Choi, Sang-goo Lee
SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification. SemEval@NAACL-HLT (2019)
Holim Lim, Jeeseung Han, Sang-goo Lee
SisterNetwork: Enhancing Robustness of Multi-label Classification with Semantically Segmented Images. IMCOM (2019)
Richeng Xuan, Junho Shim, Sang-goo Lee
Variational Deep Semantic Text Hashing with Pairwise Labels. IMCOM (2019)
Jihun Choi, Taeuk Kim, Sang-goo Lee
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching. CoRR (2019)
Jihun Choi, Taeuk Kim, Sang-goo Lee
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching. ACL (1) (2019)
Kang Min Yoo, Hyun Soo Jo, Hanbit Lee, Jeeseung Han, Sang-goo Lee
Stochastic Relational Network. ICCV Workshops (2019)
Youhyun Shin, Kang Min Yoo, Sang-goo Lee
Utterance Generation With Variational Auto-Encoder for Slot Filling in Spoken Language Understanding. IEEE Signal Process. Lett. 26 (3) (2019)
Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja. CoRR (2019)
Hanbit Lee, Sang-goo Lee
Fashion Attributes-to-Image Synthesis Using Attention-Based Generative Adversarial Network. WACV (2019)
Youhyun Shin, Junghyuk Park, Sang-goo Lee
Improving the integrated experience of in-class activities and fine-grained data collection for analysis in a blended learning class. Interact. Learn. Environ. 26 (5) (2018)
Taeuk Kim, Jihun Choi, Sang-goo Lee
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension. CoRR (2018)
Jihun Choi, Kang Min Yoo, Sang-goo Lee
Learning to Compose Task-Specific Tree Structures. AAAI (2018)
Jihun Choi, Taeuk Kim, Sang-goo Lee
Element-wise Bilinear Interaction for Sentence Matching. *SEM@NAACL-HLT (2018)
Kang Min Yoo, Youhyun Shin, Sang-goo Lee
Data Augmentation for Spoken Language Understanding via Joint Variational Generation. CoRR (2018)
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sanghwan Bae, Sang-goo Lee
Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations. CoRR (2018)
Jonghem Youn, Junho Shim, Sang-goo Lee
Efficient Data Stream Clustering With Sliding Windows Based on Locality-Sensitive Hashing. IEEE Access 6 (2018)
Taeuk Kim, Jihun Choi, Sang-goo Lee
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension. SemEval@NAACL-HLT (2018)
Junghyuk Park, Hyunsoo Cho, Sang-goo Lee
Automatic Generation of Multiple-Choice Fill-in-the-Blank Question Using Document Embedding. AIED (2) (2018)
Youhyun Shin, Kang Min Yoo, Sang-goo Lee
Slot Filling with Delexicalized Sentence Generation. INTERSPEECH (2018)
Jihun Choi, Taeuk Kim, Sang-goo Lee
Cell-aware Stacked LSTMs for Modeling Sentences. CoRR (2018)
Kang Min Yoo, Youhyun Shin, Sang-goo Lee
Improving Visually Grounded Sentence Representations with Self-Attention. CoRR (2017)
Sanghyuk Choi, Taeuk Kim, Jinseok Seol, Sang-goo Lee
A Syllable-based Technique for Word Embeddings of Korean Words. CoRR (2017)
Jonghem Youn, Jihun Choi, Junho Shim, Sang-goo Lee
Partition-Based Clustering with Sliding Windows for Data Streams. DASFAA (2) (2017)
Youhyun Shin, Sang-goo Lee
Supersense Tagging with a Combination of Character, Subword, and Word-level Representations. SWCN@EMNLP (2017)
Sanghyuk Choi, Taeuk Kim, Jinseok Seol, Sang-goo Lee
A Syllable-based Technique for Word Embeddings of Korean Words. SWCN@EMNLP (2017)
Jihun Choi, Kang Min Yoo, Sang-goo Lee
Unsupervised Learning of Task-Specific Tree Structures with Tree-LSTMs. CoRR (2017)
Manhui Han, Jonghem Youn, Sang-goo Lee
Efficient query processing on distributed stream processing engine. IMCOM (2017)
Youngki Park, Heasoo Hwang, Sang-goo Lee
-nearest neighbour approximation. J. Inf. Sci. 43 (4) (2017)
Hanbit Lee, Jinseok Seol, Sang-goo Lee
Style2Vec: Representation Learning for Fashion Items from Style Sets. CoRR (2017)
Hanbit Lee, Yeonchan Ahn, Haejun Lee, Seungdo Ha, Sang-goo Lee
Quote Recommendation in Dialogue using Deep Neural Network. SIGIR (2016)
Richeng Xuan, Sang-goo Lee
Detecting representative web articles using heterogeneous graphs. IALP (2016)
Yeonchan Ahn, Hanbit Lee, Heesik Jeon, Seungdo Ha, Sang-goo Lee
Quote Recommendation for Dialogs and Writings. CBRecSys@RecSys (2016)
Byoungju Yang, Hyun Joon Kim, Junho Shim, Dongjoo Lee, Sang-goo Lee
Fast and scalable vector similarity joins with MapReduce. J. Intell. Inf. Syst. 46 (3) (2016)
Jaeseok Myung, Junho Shim, Jongheum Yeon, Sang-goo Lee
Handling data skew in join algorithms using MapReduce. Expert Syst. Appl. 51 (2016)
Jihun Choi, Jonghem Youn, Sang-goo Lee
A grapheme-level approach for constructing a Korean morphological analyzer without linguistic knowledge. IEEE BigData (2016)
Youngki Park, Heasoo Hwang, Sang-goo Lee
-nearest neighbour graph construction. J. Inf. Sci. 42 (2) (2016)
Hyun Joon Kim, Sang-goo Lee
StdSort: efficient pre-processing for faster vector similarity join using standard deviation. IMCOM (2015)
Youhyun Shin, Yeonchan Ahn, Hyuntak Kim, Sang-goo Lee
Exploiting synonymy to measure semantic similarity of sentences. IMCOM (2015)
Youngki Park, Heasoo Hwang, Sang-goo Lee
A Fast k-Nearest Neighbor Search Using Query-Specific Signature Selection. CIKM (2015)
Youngki Park, Sungchan Park, Woosung Jung, Sang-goo Lee
Reversed CF: A fast collaborative filtering algorithm using a k-nearest neighbor graph. Expert Syst. Appl. 42 (8) (2015)
Hanbit Lee, Sang-goo Lee
Style Recommendation for Fashion Items using Heterogeneous Information Network. RecSys Posters (2015)
Youhyun Shin, Yeonchan Ahn, Heesik Jeon, Sang-goo Lee
Consensus Similarity Measure for Short Text Clustering. DEXA Workshops (2015)
Sangkeun Lee, Minsuk Kahng, Sang-goo Lee
Constructing compact and effective graphs for recommender systems via node and edge aggregations. Expert Syst. Appl. 42 (7) (2015)
Jaehui Park, Sang-goo Lee
A graph-theoretic approach to optimize keyword queries in relational databases. Knowl. Inf. Syst. 41 (3) (2014)
Youngki Park, Sungchan Park, Sang-goo Lee, Woosung Jung
Fast Collaborative Filtering with a k-nearest neighbor graph. BigComp (2014)
Youngki Park, Sungchan Park, Sang-goo Lee, Woosung Jung
Greedy Filtering: A Scalable Algorithm for K-Nearest Neighbor Graph Construction. DASFAA (1) (2014)
Kang Min Yoo, Sungchan Park, Sang-goo Lee
RDB2Graph: A Generic Framework for Modeling Relational Databases as Graphs. JIST (Workshops & Posters) (2014)
Jae Ho Jeon, Jongheum Yeon, Sang-goo Lee, Jinwook Seo
Exploratory visualization of smarphone-based life-logging data using Smart Reality Testbed. BigComp (2014)
Byoungju Yang, Jaeseok Myung, Sang-goo Lee, Dongjoo Lee
A MapReduce-based filtering algorithm for vector similarity join. ICUIMC (2013)
Youngki Park, Sungchan Park, Sang-goo Lee, Woosung Jung
Scalable k-nearest neighbor graph construction based on greedy filtering. WWW (Companion Volume) (2013)
Jae-Won Lee, Han-joon Kim, Sang-goo Lee
A probability-based unified framework for semantic search and recommendation. J. Inf. Sci. 39 (5) (2013)
Sangkeun Lee, Sungchan Park, Minsuk Kahng, Sang-goo Lee
PathRank: Ranking nodes on a heterogeneous graph for flexible hybrid recommender systems. Expert Syst. Appl. 40 (2) (2013)
Sang-goo Lee, Zhiyong Peng, Xiaofang Zhou
Editorial - DASFAA2012. Data Knowl. Eng. 88 (2013)
Jaeseok Myung, Sang-goo Lee
Exploiting inter-operation parallelism for matrix chain multiplication using MapReduce. J. Supercomput. 66 (1) (2013)
Yeonchan Ahn, Sungchan Park, Sangkeun Lee, Sang-goo Lee
A heterogeneous graph-based recommendation simulator. RecSys (2013)
Seungseok Kang, Junho Shim, Sang-goo Lee
Tridex: A lightweight triple index for relational database-based Semantic Web data management. Expert Syst. Appl. 40 (9) (2013)

Sang-goo Lee.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Sang-goo Lee