Xiaochuang Han
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, Explainable Artificial Intelligence (XAI)
Most-Cited Works
- → Unsupervised Domain Adaptation of Contextualized Embeddings for Sequence Labeling(2019)154 cited
- → Interactional Stancetaking in Online Forums(2018)106 cited
- → Explaining Black Box Predictions and Unveiling Data Artifacts through Influence Functions(2020)90 cited
- → Fortifying Toxic Speech Detectors Against Veiled Toxicity(2020)55 cited
- → Trusting Your Evidence: Hallucinate Less with Context-aware Decoding(2024)55 cited
- → SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control(2023)23 cited
- → Predicting the Suitability of Service Animals Using Instrumented Dog Toys(2018)22 cited
- → Mind Your POV(2018)16 cited
- → Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates(2021)16 cited