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Sungjin Lee

31 papers · 2009–2025 · 9 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (60) πŸƒ Academic Marathon Β· Full 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution 🌈 Renaissance Researcher (5) πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸš€ Conference Pioneer πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (161)

Venues

EMNLP (11) ACL (8) NAACL (4) EACL (3) AAAI (1) CVPR (1) ICCV (1) Interspeech (1) OSDI (1)

Top co-authors

Jianfeng Gao (5) Yizhe Zhang (4) Sunghyun Park (4) Mohammad Kachuee (4) Young-Bum Kim (4) Tara Taghavi (4) Chris Brockett (3) Baolin Peng (3) Jaeyoung Do (3) Guoyin Wang (3)

Research topics

Machine Learning (20) Artificial Intelligence (19) Natural Language Processing (16) Core AI (15) Learning Types Β· Machine Learning (15) Deep Learning (14) Generation (12) Learning Types Β· Deep Learning (12) Applications (8) Learning Paradigms (7) Reinforcement Learning (4) Application Areas (4) Core Methods (4) Methods (4) Models (3)

Keywords

transfer learning (6) few-shot learning (4) contrastive learning (4) dialogue system (4) conversational ai (3) dialogue generation (3) text classification (2) representation learning (2) dialogue policy (2) response generation (2) latent space (2) embedding space (1) off-policy evaluation (1) domain adaptation (1) semi-supervised learning (1) multi-source learning (1) knowledge transfer (1) variational inference (1) adversarial learning (1) self-supervised learning (1)

Papers

FaVe: Factored and Verified Search Rationale for Long-form Answer ACL 2025 Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024 Cluster-Guided Label Generation in Extreme Multi-Label Classification EACL 2023 Constrained Policy Optimization for Controlled Self-Learning in Conversational AI Systems ACL 2023 Grounding Counterfactual Explanation of Image Classifiers to Textual Concept Space CVPR 2023 Large-scale Lifelong Learning of In-context Instructions and How to Tackle It ACL 2023 Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information EACL 2023 Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency ICCV 2023 Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022 Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis NAACL 2022 Open World Classification with Adaptive Negative Samples EMNLP 2022 PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022 Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems NAACL 2022 A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021 AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021 Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021 Learning Slice-Aware Representations with Mixture of Attentions ACL 2021 Modernizing File System through In-Storage Indexing OSDI 2021 Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021 Datasets and Benchmarks for Task-Oriented Log Dialogue Ranking Task Interspeech 2020 Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020 ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019 Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks EMNLP 2019 Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models EMNLP 2019 Jointly Optimizing Diversity and Relevance in Neural Response Generation NAACL 2019 Structuring Latent Spaces for Stylized Response Generation EMNLP 2019 Zero-Shot Adaptive Transfer for Conversational Language Understanding AAAI 2019 Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017 Joint Embedding of Query and Ad by Leveraging Implicit Feedback EMNLP 2015 Online Sentence Novelty Scoring for Topical Document Streams EMNLP 2015 Realistic Grammar Error Simulation using Markov Logic ACL 2009