Saksham Singhal
Vivekananda Institute of Medical Sciences(IN)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Speech Recognition and Synthesis, Text Readability and Simplification
Most-Cited Works
- → Image as a Foreign Language: BEIT Pretraining for Vision and Vision-Language Tasks(2023)444 cited
- → InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training(2021)244 cited
- → Language Is Not All You Need: Aligning Perception with Language Models(2023)164 cited
- → Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language Tasks(2022)150 cited
- → XLM-E: Cross-lingual Language Model Pre-training via ELECTRA(2022)73 cited
- → mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs(2021)60 cited
- → DeltaLM: Encoder-Decoder Pre-training for Language Generation and Translation by Augmenting Pretrained Multilingual Encoders(2021)51 cited
- → Consistency Regularization for Cross-Lingual Fine-Tuning(2021)35 cited