Natural Language Processing
Topics
- Korean language processing
- Deep-learning based NLP
Related Publications
- Aligning Language Models to Explicitly Handle Ambiguity
Hyuhng Joon Kim, Youna Kim, Cheonbok Park, Junyeob Kim, Choonghyun Park, Kang Min Yoo, Sang-goo Lee, Taeuk Kim
arXiv:2404.11972 [cs.CL], 2024
- Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Hyuhng Joon Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Findings of 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023
- CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels
Hyunsoo Cho, Youna Kim, Sang-goo Lee
The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023
- Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning
Hyunsoo Cho, Choonghyun Park, Jun Yeob Kim, Hyuhng Joon Kim, Kang Min Yoo, Sang-goo Lee
The 12th Joint Conference on Lexical and Computational Semantics (*SEM 2023), 2023
- Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners
Hyunsoo Cho, Hyuhng Joon Kim, Jun Yeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
- Retrieval-Augmented Response Generation for Knowledge-Grounded Conversation in the Wild
Yeonchan Ahn, Sang-goo Lee, Junho Shim, Jaehui Park
IEEE Access, Volume 10, pp. 131374 - 131385, 2022
- Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
Hyunsoo Cho, Choonghyun Park, Jaewook Kang, Kang Min Yoo, Taeuk Kim, Sang-goo Lee
Findings of the Association for Computational Linguistics (Findings of EMNLP 2022), 2022
- Self-Generated In-Context Learning: Leveraging Auto-regressive Language Models as a Demonstration Generator
Hyuhng Joon Kim, Hyunsoo Cho, Jun Yeob Kim, Taeuk Kim, Kang Min Yoo, Sang-goo Lee
Workshop on Large-scale Pre-trained Language Models 2022 (NAACL Workshop), 2022
- Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
Kang Min Yoo, Jun Yeob Kim, Hyuhng Joon Kim, Hyunsoo Cho, Hwiyeol Jo, Sang-Woo Lee, Sang-goo Lee, Taeuk Kim
2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
- Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models
Taeuk Kim, Bowen Li, Sang-goo Lee
Findings of the Association for Computational Linguistics (Findings of EMNLP 2021), 2021
- Self-Guided Contrastive Learning for BERT Sentence Representations
Taeuk Kim, Kang Min Yoo, Sang-goo Lee
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), 2021
- Deep Semantic Hashing Using Pairwise Labels
Richeng Xuan, Junho Shim, Sang-goo Lee
IEEE Access, Volume 9, pp. 91934 - 91949, 2021
- Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads
Bowen Li, Taeuk Kim, Reinald Kim Amplayo, Frank Keller
The 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing (AACL-ICJNLP 2020), 2020
- Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee
2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), 2020
- IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize?
Jaeyoul Shin, Taeuk Kim, Sang-goo Lee
International Workshop on Semantic Evaluation (SemEval 2020), 2020
- Exploiting Text Matching Techniques for Knowledge-Grounded Conversation
Yeonchan Ahn, Sang-goo Lee, Jaehui Park
IEEE Access, Volume 8, pp. 126201 - 126214, 2020
- Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sang-goo Lee
International Conference on Learning Representations 2020 (ICLR 2020), 2020
- Don't Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja
Kang Min Yoo*, Taeuk Kim*, Sang-goo Lee
2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019), 2019
- Intrinsic Evaluation of Grammatical Information within Word Embeddings
Daniel Edmiston, Taeuk Kim
Pacific Asia Conference on Language, Information and Computation (PACLIC 33), 2019
- A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching
Jihun Choi, Taeuk Kim, Sang-goo Lee
The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), 2019
- SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification
Sanghwan Bae, Jihun Choi, Sang-goo Lee
International Workshop on Semantic Evaluation (SemEval 2019), 2019
- Variational Deep Semantic Text Hashing with Pairwise Labels
Richeng Xuan, Junho Shim, Sang-goo Lee
International Conference on Ubiquitous Information Management and Communication (IMCOM 2019) (Honorable Paper Award), pp. 1076-1091, 2019
- Dynamic Compositionality in Recursive Neural Networks with Structure-aware Tag Representations
Taeuk Kim, Jihun Choi, Daniel Edmiston, Sanghwan Bae, Sang-goo Lee
Thirty-Third AAAI Confernce on Artificial Intelligence (AAAI 2019), 2019
- Data Augmentation for Spoken Language Understanding via Joint Variational Generation
Kang Min Yoo, Youhyun Shin, Sang-goo Lee
Thirty-Third AAAI Confernce on Artificial Intelligence (AAAI 2019), 2019
- Utterance Generation With Variational Auto-Encoder for Slot Filling in Spoken Language Understanding
Youhyun Shin, Kang Min Yoo, Sang-goo Lee
IEEE Signal Processing Letters, Volume 26, Issue 3, pp. 505-509, 2019
- Slot Filling with Delexicalized Sentence Generation
Youhyun Shin, Kang Min Yoo, Sang-goo Lee
Interspeech 2018, 2018
- 대규모 웹 문서의 실시간 자연어 처리를 위한 데이터 수집·저장 시스템 설계 및 구현
현일성, 윤재연, 최병서, 이익훈, 이상구
데이타베이스연구, Volume 34, Issue 2, 2018
- SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension
Taeuk Kim, Jihun Choi, Sang-goo Lee
International Workshop on Semantic Evaluation (SemEval 2018), pp. 1083-1088, 2018
- Element-wise Bilinear Interaction for Sentence Matching
Jihun Choi, Taeuk Kim, Sang-goo Lee
The Seventh Joint Conference on Lexical and Computational Semantics (*SEM 2018), pp. 107-112, 2018
- Automatic Generation of Multiple-Choice Fill-in-the-blank Question Using Document Embedding
Junghyuk Park, Hyunsoo Cho, Sang-goo Lee
The 19th International Conference on Artificial Intelligence in Education (AIED 2018), pp. 261-265, 2018
- Learning to Compose Task-Specific Tree Structures
Jihun Choi, Kang Min Yoo, Sang-goo Lee
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI 2018), pp. 5094-5101, 2018
- FastText를 적용한 한국어 단어 임베딩
조현수, 이상구
한국소프트웨어종합학술대회 (KSC 2017), 2017
- Improving Visually Grounded Sentence Representations with Self-Attention
Kang Min Yoo, Youhyun Shin, Sang-goo Lee
Visually-Grounded Interaction and Language (ViGIL) NIPS 2017 Workshop, 2017
- Supersense Tagging with a Combination of Character, Subword, and Word-level Representations
Youhyun Shin, Sang-goo Lee
The 1st Workshop on Subword and Character level models in NLP (SCLeM) at EMNLP 2017, 2017
- A Syllable-based Technique for Word Embeddings of Korean Words
Sanghyuk Choi, Taeuk Kim, Jinseok Seol, Sang-goo Lee
The 1st Workshop on Subword and Character level models in NLP (SCLeM) at EMNLP 2017, 2017
- lexrankr - LexRank 기반 한국어 다중 문서 요약
설진석, 이상구
한국정보과학회 동계학술발표회 (2016년), 2016
- A Grapheme-level Approach for Constructing a Korean Morphological Analyzer without Linguistic Knowledge
Jihun Choi, Jonghem Youn, Sang-goo Lee
Big Data and Natural Language Processing workshop hosted at IEEE Big Data 2016, pp. 3872-3879, 2016
- Detecting Representative Web Articles Using Heterogeneous Graphs
Richeng Xuan, Sang-goo Lee
The 20th International Conference on Asian Language Processing (IALP 2016), 2016
- 한국어에 적합한 단어 임베딩 모델 및 파라미터 튜닝에 관한 연구
최상혁, 설진석, 이상구
제28회 한글 및 한국어 정보처리 학술대회 논문집 (2016년), 2016
- Quote Recommendation for Dialogs and Writings
Yeonchan Ahn, Hanbit Lee, Heesik Jeon, Seungdo Ha, Sang-goo Lee
3rd Workshop on New Trends in Content-Based Recommender Systems (CBRecsys2016), Volume 1673, pp. 39-42, 2016
- Quote Recommendation in Dialogue using Deep Neural Network
Hanbit Lee, Yeonchan Ahn, Haejun Lee, Seungdo Ha, Sang-goo Lee
The 39th International ACM SIGIR conference on Research and Development in Information Retrieval (SIGIR 2016), pp. 957-960, 2016
- 대화 말뭉치 구축을 위한 웹 크롤러 기반 대화 수집기
하승도, 선동성, 이해준, 이상구
한국컴퓨터종합학술대회 (KCC 2016), 2016
- Consensus Similarity Measure for Short Text Clustering
Youhyun Shin, Yeonchan Ahn, Heesik Jeon, Sang-goo Lee
12th International Workshop on Text-based Information Retrieval In conjunction with DEXA 2015 (TIR 2015), 2015
- 동북아시아 언어들에 대한 말뭉치 조사
김민준, 현일성, 신유현, 유강민, 박영기, 이상구
한국컴퓨터종합학술대회 (KCC 2015), 2015
- 한국어 언어자원에서의 자연어 처리 기술 조사
한만휘, 박성찬, 이한빛, 연종흠, 이상구
한국컴퓨터종합학술대회 (KCC 2015), 2015
- 유사 질문 검색을 위한 검색모델 연구 조사 및 전망
김태연, 안연찬, 전희식, 이상구
한국데이터베이스학술대회, 2015
- Exploiting Synonymy To Measure Semantic Similarity Of Sentences
Youhyun Shin, Yeonchan Ahn, Hyuntak Kim, Sang-goo Lee
International Conference on Ubiquitous Information Management and Communication (ICUIMC 2015), 2015
- 신문 기사의 사건 탐지를 위한 문서 클러스터링
신유현, 안연찬, 이상구
2013 추계학술발표회 논문집, pp. 575-577, 2013
- 편향된 의견 문서 검출을 위한 이상치 탐지 기법
연종흠, 심준호, 이상구
한국전자거래학회지, Volume 18, Issue 4, pp. 315-326, 2013
- 편향된 의견 문서 검출을 위한 열쇠: 다차원 접근
연종흠, 심준호, 이상구
한국전자거래학회 2013 춘계학술대회, 2013
- 기업 문서 검색을 위한 인기도 기반 문서 순위 알고리즘
안연찬, 박영기, 이상구
한국정보과학회 학술발표논문집, pp. 73-75, 2012
- 리뷰 선정에서의 특성 집합과 협업적 필터링의 도입
연종흠, 명재석, 심준호, 이상구
한국정보과학회 학술발표논문집, pp. 43-45, 2012
- A Framework For Sentiment Analysis On Smartphone Application Stores
Jongheum Yeon, Dongjoo Lee, Jaehui Park, Sang-goo Lee
Proceedings of the 1st International Conference on Advanced Information Technology and Sensor Application, 2012