Po-Sen Huang
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Adversarial Robustness in Machine Learning, Music and Audio Processing
Most-Cited Works
- → Learning deep structured semantic models for web search using clickthrough data(2013)2,065 cited
- → Taxonomy of Risks posed by Language Models(2022)518 cited
- → Singing-voice separation from monaural recordings using robust principal component analysis(2012)335 cited
- → ReasoNet(2017)265 cited
- → Scaling Language Models: Methods, Analysis & Insights from Training Gopher(2021)242 cited
- → Improving alignment of dialogue agents via targeted human judgements(2022)131 cited
- → Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation(2019)122 cited
- → Natural Language to Structured Query Generation via Meta-Learning(2018)122 cited
- Are Labels Required for Improving Adversarial Robustness(2019)
- → Reducing Sentiment Bias in Language Models via Counterfactual Evaluation(2020)119 cited