PPaperPicks

Xiaodan Zhu

Queen's University, Kingston, Canada

20 papers at tracked venues · 9 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Chat-TS: Enhancing Multi-Modal Reasoning Over Time-Series and Natural Language Data
  2. CoDial: Interpretable Task-Oriented Dialogue Systems Through Dialogue Flow Alignment
  3. Entropy-Gated Branching for Efficient Test-Time Reasoning
  4. SPARE: Single-Pass Annotation with Reference-Guided Evaluation for Automatic Process Supervision and Reward Modelling
  5. Error Diversity Matters: An Error-Resistant Ensemble Method for Unsupervised Dependency Parsing
  6. Fine-Tuning on Diverse Reasoning Chains Drives Within-Inference CoT Refinement in LLMs
  7. On the Robustness of Verbal Confidence of LLMs in Adversarial Attacks
  8. Preemptive Detection and Correction of Misaligned Actions in LLM Agents
  9. Robust Utility-Preserving Text Anonymization Based on Large Language Models
  10. Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback
  11. Can Machine Unlearning Reduce Social Bias in Language Models?
  12. Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
  13. DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs
  14. Ensemble Distillation for Unsupervised Constituency Parsing
  15. Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
  16. Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation
  17. Misinformation with Legal Consequences (MisLC): A New Task Towards Harnessing Societal Harm of Misinformation
  18. SMARTCAL: An Approach to Self-Aware Tool-Use Evaluation and Calibration
  19. SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models
    ACL 2024 ·
    Md Imbesat Hassan Rizvi
  20. The State of the Art of Large Language Models on Chartered Financial Analyst Exams