Vikas Raunak
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1431 citations
Computer Science · #cs.CL #cs.AI
- Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 261 citations
Computer Science · Mathematics · #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
- BLOOM: A 176B-Parameter Open-Access Multilingual Language Model
2022/11/09 by BigScience Workshop, Workshop, BigScience, : +784 · 1 voice · 174 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- How Good Are GPT Models at Machine Translation? A Comprehensive Evaluation
2023/02/18 by Amr Hendy, Hendy, Amr, Mohamed Abdelrehim +15 · 48 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
2021/02/02 by Sebastian Gehrmann, Tosin Adewumi, Gehrmann, Sebastian +109 · 15 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- Simple and Effective Dimensionality Reduction for Word Embeddings
2017/08/11 by Vikas Raunak, Raunak, Vikas · 8 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Leveraging GPT-4 for Automatic Translation Post-Editing
2023/05/24 by Vikas Raunak, Amr Sharaf, Raunak, Vikas +6 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- NL-Augmenter: A Framework for Task-Sensitive Natural Language\n Augmentation
2021/12/05 by Kaustubh Dhole, Dhole, Kaustubh D., Varun Gangal +221 · 5 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- Do GPTs Produce Less Literal Translations?
2023/05/26 by Vikas Raunak, Arul Menezes, Raunak, Vikas +5 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- SLIDE: Reference-free Evaluation for Machine Translation using a Sliding Document Window
2023/09/16 by Vikas Raunak, Tom Kocmi, Raunak, Vikas +3 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks
2021/05/02 by Siddharth Dalmia, Brian Yan, Dalmia, Siddharth +7 · 2 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- On Compositionality in Neural Machine Translation
2019/11/04 by Vikas Raunak, Raunak, Vikas, Vaibhav Kumar +3 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Finding Memo: Extractive Memorization in Constrained Sequence Generation Tasks
2022/10/24 by Vikas Raunak, Raunak, Vikas, Arul Menezes +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling