Shafiq Joty
author title Senior Director, ResearchShafiq (raihanjoty.github.io) directs the NLP group's work on large language modeling (LLM) and generative AI. Some of his group's recent projects include SFR-RAG, SFR-Judge, SFR-RAG-Agent and xGen. He is also a tenured Associate Professor (currently on leave) in the School of Computer Science and Engineering (SCSE) at NTU. He was a founding manager of the Salesforce Research Asia (Singapore) lab. His research contributed to 35+ patents and more than 170+ papers in top-tier NLP and ML conferences and journals. He severed as a PC chair of SIGDIAL-2023, best paper award committee of ICLR-23, NAACL-22 and a (senior) area chair for all the NLP and ML conferences.
TL;DR: With CodeChain, a pretrained large language model (LLM) can solve challenging coding problems by integrating modularity in generation samples and self-improve by employing a chain of self-revisions on representative sub-modules. CodeChain can…
TLDR We trained a series of 7B LLMs named XGen-7B with standard dense attention on up to 8K sequence length for up to 1.5T tokens. We also fine tune the models on public-domain…




