Saurabh Tiwary
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech Recognition and Synthesis, Information Retrieval and Search Behavior
Most-Cited Works
- MS MARCO: A Human Generated MAchine Reading COmprehension Dataset.(2016)
- → Using DeepSpeed and Megatron to Train Megatron-Turing NLG 530B, A Large-Scale Generative Language Model(2022)299 cited
- → COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining(2021)129 cited
- Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention(2020)
- → Leading Conversational Search by Suggesting Useful Questions(2020)97 cited
- → Neural Ranking Models with Multiple Document Fields(2018)73 cited
- → Knowledge-Aware Language Model Pretraining(2020)44 cited
- → METRO: Efficient Denoising Pretraining of Large Scale Autoencoding Language Models with Model Generated Signals(2022)18 cited
- → Invariant Language Modeling(2022)8 cited
- → Interpretable User Satisfaction Estimation for Conversational Systems with Large Language Models(2024)8 cited