126 citations · 137 across the 5 of their papers we have counts for
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Birbal: An efficient 7B instruct-model fine-tuned with curated datasets
Ashvini Kumar Jindal, Pawan Kumar Rajpoot, Ankur Parikh
LLMOps incur significant costs due to hardware requirements, hindering their widespread accessibility. Additionally, a lack of transparency in model training methods and data contr…
Nearest Neighbor Search over Vectorized Lexico-Syntactic Patterns for Relation Extraction from Financial Documents
Pawan Kumar Rajpoot, Ankur Parikh
Relation extraction (RE) has achieved remarkable progress with the help of pre-trained language models. However, existing RE models are usually incapable of handling two situations…
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models
Pawan Kumar Rajpoot, Ankur Parikh
Relation extraction (RE) is a crucial task in natural language processing (NLP) that aims to identify and classify relationships between entities mentioned in text. In the financia…
Learning Recurrent Span Representations for Extractive Question Answering
Kenton Lee, Shimi Salant, Tom Kwiatkowski +3
The reading comprehension task, that asks questions about a given evidence document, is a central problem in natural language understanding. Recent formulations of this task have t…