Sang-goo Lee

32 papers · 2018–2026 · 12 conferences · across top CS/AI conferences

Achievements

+11 more ↓

🏃 Academic Marathon (7) 🌍 Conference Polyglot (11) 🧭 Keyword Pioneer 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (12)

🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (7) 🗺️ Taxonomy Completionist (76) 🤝 Dynamic Duo (20) 🧬 Topic Evolution ⚡ Prolific Year (8) 🚀 Conference Pioneer 🔥 Unstoppable (8) 💎 Century Club (29) 🗃️ Keyword Collector (135) ❓ The Questioner (3)

Conferences

EMNLP (10) ACL (6) AAAI (3) SEMEVAL (3) EACL (2) IJCNLP (2) ACML (1) COLING (1) ICLR (1) IJCAI (1) INTERSPEECH (1) WACV (1)

Top co-authors

Taeuk Kim (21) Kang Min Yoo (13) Hyunsoo Cho (9) Junyeob Kim (7) Hyuhng Joon Kim (6) Jihun Choi (6) Youna Kim (6) Choonghyun Park (5) Sanghwan Bae (3) Jinseok Seol (3)

Research topics

Applications (1)

Keywords

language model (4) pre-trained language model (4) large language model (4) contrastive learning (4) representation learning (3) self-supervised learning (3) out-of-distribution detection (3) natural language inference (3) natural language understanding (3) variational autoencoder (2) syntactic parsing (2) domain adaptation (2) feature extraction (2) latent variable model (2) zero-shot learning (2) in-context learning (2) reinforcement learning (2) text classification (2) transfer learning (2) attention mechanism (2)

Papers

Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026 CUB: Benchmarking Context Utilisation Techniques for Language Models ACL 2026 Task-aware Block Pruning with Output Distribution Signals for Large Language Models EACL 2026 When to Speak, When to Abstain: Contrastive Decoding with Abstention ACL 2025 Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024 Enhancing Large Language Model Based Sequential Recommender Systems with Pseudo Labels Reconstruction EMNLP 2024 Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts EMNLP 2024 Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP EMNLP 2023 Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023 CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023 Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning ACL 2023 Multi-Scale Contrastive Learning for Complex Scene Generation WACV 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 Self-Guided Contrastive Learning for BERT Sentence Representations ACL 2021 Multilingual Chart-based Constituency Parse Extraction from Pre-trained Language Models EMNLP 2021 Self-Guided Contrastive Learning for BERT Sentence Representations IJCNLP 2021 Masked Contrastive Learning for Anomaly Detection IJCAI 2021 IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? COLING 2020 Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation EMNLP 2020 Are Pre-trained Language Models Aware of Phrases? Simple but Strong Baselines for Grammar Induction ICLR 2020 IDS at SemEval-2020 Task 10: Does Pre-trained Language Model Know What to Emphasize? SEMEVAL 2020 Summary Level Training of Sentence Rewriting for Abstractive Summarization EMNLP 2019 Dynamic Compositionality in Recursive Neural Networks with Structure-Aware Tag Representations AAAI 2019 Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja EMNLP 2019 Cell-aware Stacked LSTMs for Modeling Sentences ACML 2019 Don’t Just Scratch the Surface: Enhancing Word Representations for Korean with Hanja IJCNLP 2019 SNU IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in Conversational Classification SEMEVAL 2019 Data Augmentation for Spoken Language Understanding via Joint Variational Generation AAAI 2019 A Cross-Sentence Latent Variable Model for Semi-Supervised Text Sequence Matching ACL 2019 Slot Filling with Delexicalized Sentence Generation INTERSPEECH 2018 SNU_IDS at SemEval-2018 Task 12: Sentence Encoder with Contextualized Vectors for Argument Reasoning Comprehension SEMEVAL 2018