Hyopil Shin

According to our database, Hyopil Shin authored at least 32 papers between 2000 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

A Study on How Attention Scores in the BERT Model are Aware of Lexical Categories in Syntactic and Semantic Tasks on the GLUE Benchmark.

Dongjun Jang, Sungjoo Byun, Hyopil Shin

CoRR, 2024

KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models.

Dongjun Jang, Sungjoo Byun, Hyemi Jo, Hyopil Shin

CoRR, 2024

Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition.

Sungjoo Byun, Jiseung Hong, Sumin Park, Dongjun Jang, Jean Seo, Minseok Kim, Chaeyoung Oh, Hyopil Shin

CoRR, 2024

CARBD-Ko: A Contextually Annotated Review Benchmark Dataset for Aspect-Level Sentiment Classification in Korean.

Dongjun Jang, Jean Seo, Sungjoo Byun, Taekyoung Kim, Minseok Kim, Hyopil Shin

CoRR, 2024

2023

Automatic Construction of a Korean Toxic Instruction Dataset for Ethical Tuning of Large Language Models.

Sungjoo Byun, Dongjun Jang, Hyemi Jo, Hyopil Shin

CoRR, 2023

DaG LLM ver 1.0: Pioneering Instruction-Tuned Language Modeling for Korean NLP.

Dongjun Jang, Sangah Lee, Sungjoo Byun, Jinwoong Kim, Jean Seo, Minseok Kim, Soyeon Kim, Chaeyoung Oh, Jaeyoon Kim, Hyemi Jo, Hyopil Shin

CoRR, 2023

2021

Generating Slogans with Linguistic Features using Sequence-to-Sequence Transformer.

Yeoun Yi, Hyopil Shin

Proceedings of the 18th International Conference on Natural Language Processing (ICON 2021), National Institute of Technology Silchar, Silchar, India, December 16, 2021

The Korean Morphologically Tight-Fitting Tokenizer for Noisy User-Generated Texts.

Sangah Lee, Hyopil Shin

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

2020

KR-BERT: A Small-Scale Korean-Specific Language Model.

Sangah Lee, Hansol Jang, Yunmee Baik, Suzi Park, Hyopil Shin

CoRR, 2020

2018

A New Approach for Measuring Sentiment Orientation based on Multi-Dimensional Vector Space.

Youngsam Kim, Hyopil Shin

CoRR, 2018

Metaphor Identification with Paragraph and Word Vectorization: An Attention-Based Neural Approach.

Timour Igamberdiev, Hyopil Shin

Proceedings of the 32nd Pacific Asia Conference on Language, Information and Computation, 2018

Grapheme-level Awareness in Word Embeddings for Morphologically Rich Languages.

Suzi Park, Hyopil Shin

Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

2015

Do We Really Need Lexical Information? Towards a Top-down Approach to Sentiment Analysis of Product Reviews.

Yulia Otmakhova, Hyopil Shin

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

2014

Pinpointing Sentence-Level Subjectivity through Balanced Subjective and Objective Features.

Munhyong Kim, Hyopil Shin

Proceedings of the Advances in Natural Language Processing, 2014

Identification of Implicit Topics in Twitter Data Not Containing Explicit Search Queries.

Suzi Park, Hyopil Shin

Proceedings of the COLING 2014, 2014

2013

KOSAC: A Full-Fledged Korean Sentiment Analysis Corpus.

Hayeon Jang, Munhyong Kim, Hyopil Shin

Proceedings of the 27th Pacific Asia Conference on Language, Information and Computation, 2013

Romanization-based Approach to Morphological Analysis in Korean SMS Text Processing.

Youngsam Kim, Hyopil Shin

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Applying Graph-based Keyword Extraction to Document Retrieval.

Youngsam Kim, Munhyong Kim, Andrew Cattle, Julia Otmakhova, Suzi Park, Hyopil Shin

Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

2012

Annotation Scheme for Constructing Sentiment Corpus in Korean.

Hyopil Shin, Munhyong Kim, Hayeon Jang, Andrew Cattle

Proceedings of the 26th Pacific Asia Conference on Language, Information and Computation, 2012

2011

Problematic Set-Denoting Temporal Expressions in the Framework of ISO-TimeML.

Yumi Jo, Munhyong Kim, Hyun-Jo You, Yoon-shin Kim, Seungho Nam, Hyopil Shin

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

2010

The KOLON System: Tools for Ontological Natural Language Processing in Korean.

Juliano Paiva Junho, Yumi Jo, Hyopil Shin

Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation, 2010

Effective Use of Linguistic Features for Sentiment Analysis of Korean.

Hayeon Jang, Hyopil Shin

Proceedings of the 24th Pacific Asia Conference on Language, Information and Computation, 2010

Language-Specific Sentiment Analysis in Morphologically Rich Languages.

Hayeon Jang, Hyopil Shin

Proceedings of the COLING 2010, 2010

2009

FolksoViz: A Semantic Relation-Based Folksonomy Visualization Using the Wikipedia Corpus.

Kangpyo Lee, Hyunwoo Kim, Hyopil Shin, Hyoung-Joo Kim

Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

Tag Suggestion Method Based on Association Pattern and Bigram Approach.

Hyunwoo Kim, Kangpyo Lee, Hyopil Shin, Hyoung-Joo Kim

Proceedings of the 10th ACIS International Conference on Software Engineering, 2009

Hybrid N-gram Probability Estimation in Morphologically Rich Languages.

Hyopil Shin, Hyun-Jo You

Proceedings of the 23rd Pacific Asia Conference on Language, Information and Computation, 2009

Tag Sense Disambiguation for Clarifying the Vocabulary of Social Tags.

Kangpyo Lee, Hyunwoo Kim, Hyopil Shin, Hyoung-Joo Kim

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

KTimeML: Specification of Temporal and Event Expressions in Korean Text.

Seohyun Im, Hyun-Jo You, Hayun Jang, Seungho Nam, Hyopil Shin

Proceedings of the 7th Workshop on Asian Language Resources, 2009

2008

A Noun-Predicate Bigram-Based Similarity Measure for Lexical Relations.

Hyopil Shin, Insik Cho

Proceedings of the Advances in Natural Language Processing, 2008

2007

Schema and constraints-based matching and merging of Topic Maps.

Jung-Min Kim, Hyopil Shin, Hyoung-Joo Kim

Inf. Process. Manag., 2007

2001

KaBAL (Knowledge Base Access Language): a language for querying and editing XML documents, applied to linguistic knowledge base.

Hyopil Shin, Eugene Koontz

Proceedings of the IEEE International Conference on Systems, 2001

2000

Acquiring Factual Knowledge through Ontological Instantiation.

Hyopil Shin, Spencer Koehler

Proceedings of the PRICAI 2000, Topics in Artificial Intelligence, 6th Pacific Rim International Conference on Artificial Intelligence, Melbourne, Australia, August 28, 2000