Suchin Gururangan
Publications by Year
Research Areas
Natural Language Processing Techniques, Topic Modeling, Machine Learning and Data Classification, Hate Speech and Cyberbullying Detection, Speech Recognition and Synthesis
Most-Cited Works
- → Show Your Work: Improved Reporting of Experimental Results(2019)219 cited
- → Annotation Artifacts in Natural Language Inference Data(2018)147 cited
- → Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks(2020)93 cited
- → DEMix Layers: Disentangling Domains for Modular Language Modeling(2022)59 cited
- → Detoxifying Language Models Risks Marginalizing Minority Voices(2021)57 cited
- → Whose Language Counts as High Quality? Measuring Language Ideologies in Text Data Selection(2022)40 cited
- → RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models(2020)38 cited
- → Time Waits for No One! Analysis and Challenges of Temporal Misalignment(2022)37 cited
- → Editing Models with Task Arithmetic(2022)31 cited
- → All That’s ‘Human’ Is Not Gold: Evaluating Human Evaluation of Generated Text(2021)30 cited