Soumen Chakrabarti
- Generalizing Across Domains via Cross-Gradient Training
2018/04/28 by Shiv Shankar, Vihari Piratla, Shankar, Shiv +9 · 11 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Speech Recognition and Synthesis #Topic Modeling
- AIT-QA: Question Answering Dataset over Complex Tables in the Airline Industry
2021/06/24 by Yannis Katsis, Katsis, Yannis, Saneem Chemmengath +19 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- How to think step-by-step: A mechanistic understanding of chain-of-thought reasoning
2024/02/28 by Subhabrata Dutta, Joykirat Singh, Dutta, Subhabrata +5 · 11 citations
Computer Science · #Advanced Text Analysis Techniques #Cognitive Science and Mapping
- Mining the Web's link structure
1999/01/01 by S. Chakrabarti, Soumen Chakrabarti, Byron Dom +13 · 4 citations
Computer Science · Physics and Astronomy · #Web Data Mining and Analysis #Web visibility and informetrics #Complex Network Analysis Techniques
- Automated Early Leaderboard Generation From Comparative Tables
2018/02/13 by Mayank Singh, Rajdeep Sarkar, Singh, Mayank +9 · 1 citation
Computer Science · Decision Sciences · #Data Quality and Management #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Software Engineering Research #Software System Performance and Reliability
- Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
2024/03/08 by Arijit Nag, Nag, Arijit, Animesh Mukherjee +5 · 2 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies
- Efficient Continual Pre-training of LLMs for Low-resource Languages
2024/12/13 by Arijit Nag, Nag, Arijit, Soumen Chakrabarti +5 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques