Hyopil Shin

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 16

Top Topics

Sentiment Classification

Lexical Information

Top Venues

Publications

Dongjun Jang, Sungjoo Byun, Hyopil Shin
A Study on How Attention Scores in the BERT Model are Aware of Lexical Categories in Syntactic and Semantic Tasks on the GLUE Benchmark. CoRR (2024)
Sungjoo Byun, Jiseung Hong, Sumin Park, Dongjun Jang, Jean Seo, Minseok Kim, Chaeyoung Oh, Hyopil Shin
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition. LREC/COLING (2024)
Sungjoo Byun, Jiseung Hong, Sumin Park, Dongjun Jang, Jean Seo, Minseok Kim, Chaeyoung Oh, Hyopil Shin
Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition. CoRR (2024)
Dongjun Jang, Sungjoo Byun, Hyemi Jo, Hyopil Shin
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models. CoRR (2024)
Dongjun Jang, Jean Seo, Sungjoo Byun, Taekyoung Kim, Minseok Kim, Hyopil Shin
CARBD-Ko: A Contextually Annotated Review Benchmark Dataset for Aspect-Level Sentiment Classification in Korean. CoRR (2024)
Dongjun Jang, Sungjoo Byun, Hyemi Jo, Hyopil Shin
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models. LREC/COLING (2024)
Dongjun Jang, Sungjoo Byun, Hyopil Shin
A Study on How Attention Scores in the BERT Model Are Aware of Lexical Categories in Syntactic and Semantic Tasks on the GLUE Benchmark. LREC/COLING (2024)
Dongjun Jang, Jinwoong Kim, Hyopil Shin
Enhancing Self-Attention via Knowledge Fusion: Deriving Sentiment Lexical Attention from Semantic-Polarity Scores. *SEM@NAACL (2024)
Sungjoo Byun, Dongjun Jang, Hyemi Jo, Hyopil Shin
Automatic Construction of a Korean Toxic Instruction Dataset for Ethical Tuning of Large Language Models. CoRR (2023)
Dongjun Jang, Sangah Lee, Sungjoo Byun, Jinwoong Kim, Jean Seo, Minseok Kim, Soyeon Kim, Chaeyoung Oh, Jaeyoon Kim, Hyemi Jo, Hyopil Shin
DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP. CoRR (2023)
Sangah Lee, Hyopil Shin
The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts. W-NUT (2021)
Yeoun Yi, Hyopil Shin
Generating Slogans with Linguistic Features using Sequence-to-Sequence Transformer. ICON (2021)
Sangah Lee, Hansol Jang, Yunmee Baik, Suzi Park, Hyopil Shin
KR-BERT: A Small-Scale Korean-Specific Language Model. CoRR (2020)
Suzi Park, Hyopil Shin
Grapheme-level Awareness in Word Embeddings for Morphologically Rich Languages. LREC (2018)
Youngsam Kim, Hyopil Shin
A New Approach for Measuring Sentiment Orientation based on Multi-Dimensional Vector Space. CoRR (2018)
Timour Igamberdiev, Hyopil Shin
Metaphor Identification with Paragraph and Word Vectorization: An Attention-Based Neural Approach. PACLIC (2018)
Yulia Otmakhova, Hyopil Shin
Do We Really Need Lexical Information? Towards a Top-down Approach to Sentiment Analysis of Product Reviews. HLT-NAACL (2015)
Suzi Park, Hyopil Shin
Identification of Implicit Topics in Twitter Data Not Containing Explicit Search Queries. COLING (2014)
Munhyong Kim, Hyopil Shin
Pinpointing Sentence-Level Subjectivity through Balanced Subjective and Objective Features. PolTAL (2014)
Youngsam Kim, Munhyong Kim, Andrew Cattle, Julia Otmakhova, Suzi Park, Hyopil Shin
Applying Graph-based Keyword Extraction to Document Retrieval. IJCNLP (2013)
Youngsam Kim, Hyopil Shin
Romanization-based Approach to Morphological Analysis in Korean SMS Text Processing. IJCNLP (2013)
Hayeon Jang, Munhyong Kim, Hyopil Shin
KOSAC: A Full-Fledged Korean Sentiment Analysis Corpus. PACLIC (2013)
Hyopil Shin, Munhyong Kim, Hayeon Jang, Andrew Cattle
Annotation Scheme for Constructing Sentiment Corpus in Korean. PACLIC (2012)
Yumi Jo, Munhyong Kim, Hyun-Jo You, Yoon-shin Kim, Seungho Nam, Hyopil Shin
Problematic Set-Denoting Temporal Expressions in the Framework of ISO-TimeML. ICSC (2011)
Hayeon Jang, Hyopil Shin
Effective Use of Linguistic Features for Sentiment Analysis of Korean. PACLIC (2010)
Juliano Paiva Junho, Yumi Jo, Hyopil Shin
The KOLON System: Tools for Ontological Natural Language Processing in Korean. PACLIC (2010)
Hayeon Jang, Hyopil Shin
Language-Specific Sentiment Analysis in Morphologically Rich Languages. COLING (Posters) (2010)
Hyunwoo Kim, Kangpyo Lee, Hyopil Shin, Hyoung-Joo Kim
Tag Suggestion Method Based on Association Pattern and Bigram Approach. SNPD (2009)
Kangpyo Lee, Hyunwoo Kim, Hyopil Shin, Hyoung-Joo Kim
FolksoViz: A Semantic Relation-Based Folksonomy Visualization Using the Wikipedia Corpus. SNPD (2009)
Kangpyo Lee, Hyunwoo Kim, Hyopil Shin, Hyoung-Joo Kim
Tag Sense Disambiguation for Clarifying the Vocabulary of Social Tags. CSE (4) (2009)
Seohyun Im, Hyun-Jo You, Hayun Jang, Seungho Nam, Hyopil Shin
KTimeML: Specification of Temporal and Event Expressions in Korean Text. ALR7@IJCNLP (2009)
Hyopil Shin, Hyun-Jo You
Hybrid N-gram Probability Estimation in Morphologically Rich Languages. PACLIC (2009)
Hyopil Shin, Insik Cho
A Noun-Predicate Bigram-Based Similarity Measure for Lexical Relations. GoTAL (2008)
Jung-Min Kim, Hyopil Shin, Hyoung-Joo Kim
Schema and constraints-based matching and merging of Topic Maps. Inf. Process. Manag. 43 (4) (2007)
Hyopil Shin, Eugene Koontz
KaBAL (Knowledge Base Access Language): a language for querying and editing XML documents, applied to linguistic knowledge base. SMC (2001)
Hyopil Shin, Spencer Koehler
Acquiring Factual Knowledge through Ontological Instantiation. PRICAI (2000)