Zhitao Li

Publications

  1. Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning (2024), In ACL2024 (CCF-A)
  2. QLSC: A Query Latent Semantic Calibrator for Robust Extractive Question Answering (2024), In IJCNN2024 (CCF-C)
  3. From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning (2024), In NAACL2024 (CCF-B)
  4. Leveraging Biases in Large Language Models: bias-kNN for Effective Few-Shot Learning (2024), In ICASSP2024 (CCF-B)
  5. On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models (2023), In AAAI2023 (CCF-A)
  6. PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter (2023), In EMNLP2023 (CCF-B)
  7. Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism (2023), In INTERSPEECH2023 (CCF-C)
  8. Prompt Guided Copy Mechanism for Conversational Question Answering (2023), In INTERSPEECH2023 (CCF-C)
  9. Self-Attention for Incomplete Utterance Rewriting (2022), In ICASSP2022 (CCF-B)
  10. Semantic Embedding Graph Convolutional Networks for Multi-label Video Segment Classification (2021), In PAAP2021