← Authors

Sungjin Lee

36 papers · 2009–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (16) 🐝 Cross-Pollinator (3) 🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (68) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (169) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (7) ⚑ Prolific Year (8)

Conferences

EMNLP (11) ACL (8) IJCNLP (5) NAACL (4) EACL (3) AAAI (1) CVPR (1) ICCV (1) INTERSPEECH (1) OSDI (1)

Top co-authors

Jianfeng Gao (6) Young-Bum Kim (6) Yizhe Zhang (5) Sunghyun Park (5) Mohammad Kachuee (4) Chris Brockett (4) Guoyin Wang (4) Tara Taghavi (4) Ruhi Sarikaya (3) Han Li (3)

Keywords

few-shot learning (6) transfer learning (6) dialogue generation (5) dialogue system (4) contrastive learning (4) latent space (3) response generation (3) conversational ai (3) non-parallel style transfer (2) representation learning (2) dialogue policy (2) goal-oriented dialogue (2) natural language generation (2) text classification (2) knowledge transfer (2) data augmentation (2) meaning representation (2) embedding space (1) off-policy evaluation (1) domain adaptation (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
Weakly Supervised Referring Image Segmentation with Intra-Chunk and Inter-Chunk Consistency ICCV 2023
Large-scale Lifelong Learning of In-context Instructions and How to Tackle It ACL 2023
Cluster-Guided Label Generation in Extreme Multi-Label Classification EACL 2023
Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information 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
Open World Classification with Adaptive Negative Samples EMNLP 2022
Domain-Aware Contrastive Knowledge Transfer for Multi-domain Imbalanced Data ACL 2022
Scalable and Robust Self-Learning for Skill Routing in Large-Scale Conversational AI Systems NAACL 2022
Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis NAACL 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding EMNLP 2022
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021
Modernizing File System through In-Storage Indexing OSDI 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation ACL 2021
Learning Slice-Aware Representations with Mixture of Attentions ACL 2021
Learning Slice-Aware Representations with Mixture of Attentions IJCNLP 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation IJCNLP 2021
Guided Dialogue Policy Learning without Adversarial Learning in the Loop EMNLP 2020
Datasets and Benchmarks for Task-Oriented Log Dialogue Ranking Task INTERSPEECH 2020
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models EMNLP 2019
ConvLab: Multi-Domain End-to-End Dialog System Platform ACL 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks EMNLP 2019
Structuring Latent Spaces for Stylized Response Generation EMNLP 2019
Zero-Shot Adaptive Transfer for Conversational Language Understanding AAAI 2019
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks IJCNLP 2019
Structuring Latent Spaces for Stylized Response Generation IJCNLP 2019
Jointly Optimizing Diversity and Relevance in Neural Response Generation NAACL 2019
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017
Online Sentence Novelty Scoring for Topical Document Streams EMNLP 2015
Joint Embedding of Query and Ad by Leveraging Implicit Feedback EMNLP 2015
Realistic Grammar Error Simulation using Markov Logic ACL 2009
Realistic Grammar Error Simulation using Markov Logic IJCNLP 2009