PPaperPicks

YoungBin Kim

26 papers at tracked venues · 13 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Aligning with Your Own Voice: Self-Corrected Preference Learning for Hallucination Mitigation in LVLMs
  2. Before Forgetting, Learn to Remember: Revisiting Foundational Learning Failures in LVLM Unlearning Benchmarks
  3. Easy to Learn, Yet Hard to Forget: Towards Robust Unlearning Under Bias
  4. FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation
  5. IterCOMP: Reasoning-aware Adaptive Prompt Compression for Multi-hop Question Answering
  6. Position Paper: How Should We Responsibly Adopt LLMs in the Peer Review Process?
  7. RefLens: End-to-End Evidence-Grounded Citation Verification with LLM Agents
  8. Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
  9. CoBA: Counterbias Text Augmentation for Mitigating Various Spurious Correlations via Semantic Triples
  10. Delving into Multilingual Ethical Bias: The MSQAD with Statistical Hypothesis Tests for Large Language Models
  11. From Ground Trust to Truth: Disparities in Offensive Language Judgments on Contemporary Korean Political Discourse
  12. LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring
  13. Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset
  14. Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models
  15. Query, Decompose, Compress: Structured Query Expansion for Efficient Multi-Hop Retrieval
  16. See-Saw Modality Balance: See Gradient, and Sew Impaired Vision-Language Balance to Mitigate Dominant Modality Bias
  17. SummPilot: Bridging Efficiency and Customization for Interactive Summarization System
  18. VolDoGER: LLM-Assisted Datasets for Domain Generalization in Vision-Language Tasks
  19. XTag-CLIP: Robust and Reliable Thyroid Scar Analysis with Limited Data via Cross-Attention
  20. Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion
  21. Colorful Cutout: Enhancing Image Data Augmentation with Curriculum Learning
  22. DIAL: Dense Image-Text ALignment for Weakly Supervised Semantic Segmentation
  23. Don't be a Fool: Pooling Strategies in Offensive Language Detection from User-Intended Adversarial Attacks
  24. IM-BERT: Enhancing Robustness of BERT through the Implicit Euler Method
  25. Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation
  26. UniGen: Universal Domain Generalization for Sentiment Classification via Zero-shot Dataset Generation