Taeuk Kim
34 papers · 2018–2026 · 9 venues · across top CS/AI venues
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(18)
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Research topics
Natural Language Processing
(29)
Artificial Intelligence
(23)
Machine Learning
(23)
Deep Learning
(22)
Learning Types Β· Machine Learning
(20)
Core AI
(19)
Resources & Methods
(14)
Learning Types Β· Deep Learning
(12)
Applications
(10)
Application Areas
(7)
Models
(7)
Architectures
(6)
Core Methods
(6)
Generation
(6)
Understanding
(6)
Keywords
pre-trained language model
(6)
large language model
(5)
constituency parsing
(4)
cross-lingual transfer
(4)
contrastive learning
(3)
transfer learning
(3)
in-context learning
(3)
natural language inference
(3)
natural language understanding
(3)
language model
(2)
domain adaptation
(2)
out-of-distribution detection
(2)
grammar induction
(2)
task-oriented dialogue
(2)
syntactic parsing
(2)
intent classification
(2)
text classification
(2)
reinforcement learning
(2)
zero-shot learning
(2)
representation learning
(2)
Papers
ADVICE: Answer-Dependent Verbalized Confidence Estimation
ACL 2026
Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models
EACL 2026
Beyond Task-Oriented and Chitchat Dialogues: Proactive and Transition-Aware Conversational Agents
EMNLP 2025
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
EMNLP 2025
ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering
ACL 2025
ESPRESSO: An Effective Approach to Passage Retrieval for High-Quality Conversational Recommender Systems
AAAI 2025
FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning
ACL 2025
MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
EMNLP 2025
Memorization or Reasoning? Exploring the Idiom Understanding of LLMs
EMNLP 2025
When to Speak, When to Abstain: Contrastive Decoding with Abstention
ACL 2025
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
EMNLP 2024
Aligning Language Models to Explicitly Handle Ambiguity
EMNLP 2024
Analysis of Multi-Source Language Training in Cross-Lingual Transfer
ACL 2024
BlendX: Complex Multi-Intent Detection with Blended Patterns
COLING 2024
Hyper-CL: Conditioning Sentence Representations with Hypernetworks
ACL 2024
Revisiting the Impact of Pursuing Modularity for Code Generation
EMNLP 2024
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners
AAAI 2023
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity
EMNLP 2023
Enhancing Out-of-Distribution Detection in Natural Language Understanding via Implicit Layer Ensemble
EMNLP 2022
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
EMNLP 2022
HYU at SemEval-2022 Task 2: Effective Idiomaticity Detection with Consideration at Different Levels of Contextualization
SemEval 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models
COLING 2022
Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models
EMNLP 2021
Self-Guided Contrastive Learning for BERT Sentence Representations
ACL 2021
Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction
ICLR 2020
Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads
AACL 2020
IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize?
SemEval 2020
A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching
ACL 2019
Cell-aware Stacked LSTMs for Modeling Sentences
ACML 2019
Donβt Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja
EMNLP 2019
Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations
AAAI 2019
Summary Level Training of Sentence Rewriting for Abstractive Summarization
EMNLP 2019
SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension
SemEval 2018