Taeuk Kim

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
• 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
• 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
• 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
• 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
• 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
• Cell-aware Stacked LSTMs for Modeling Sentences
  Jihun Choi, Taeuk Kim, Sang-goo Lee
  The 11th Asian Conference on Machine Learning (ACML 2019), 2019
• Summary Level Training of Sentence Rewriting for Abstractive Summarization
  Sanghwan Bae, Taeuk Kim, Jihoon Kim, Sang-goo Lee
  The Second Workshop on New Frontiers in Summarization 2019 (EMNLP Workshop), 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
• 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
• 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
• 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