Mitul TiwariMixture of experts LLMsRecently mixture of experts large language models (e.g. Mixtral 8X22B and Mixtral 8X7B) have generated a lot of interest in the AI and LLM…Jun 7Jun 7
Mitul TiwariDomain Adaptation of Large Language Models and Aligning to Human PreferencesOpen source large language models (LLMs) are advancing rapidly, examples of such open source LLMs are Mistral, Llama2 and Olmo. However…Jun 7Jun 7
Mitul TiwariLarge Language Models II: Attention, Transformers and LLMsHere is the second part of the Language Model post series covering Transformer, Attention and architecture of many modern LLMs such as…Jun 7Jun 7
Mitul TiwariExploring Zero-shot and Few-Shot Techniques for Intent Classification using LLMsOur paper titled “Exploring Zero and Few-shot Techniques for Intent Classification” using LLMs was presented in the industrial track in ACL…Jun 7Jun 7
Mitul TiwariLanguage Models in NLPLanguage models have completely changed the NLP world in the last 10 years. Language models emerged as one of the first steps in deep…Jun 7Jun 7
Mitul TiwariOrganizational Overlap on Social Networks and its ApplicationsOnline social networks have become important tools for networking, communication, sharing, and discovery. A considerable challenge these…Apr 10, 2022Apr 10, 2022
Mitul TiwariInfluence of First Connections for a New Employee on Growth and RetentionSocial network matter in engaging a new member in a community. Are there patterns in initial connections in the new company that influence…Jun 4, 2016Jun 4, 2016
Mitul TiwariGrowth Diffusion at LinkedIn via Cascading InvitationsFigure 1: Example LinkedIn signup cascadeMay 21, 2016May 21, 2016
Mitul TiwariReinventing People You May Know at LinkedInPeople You May Know (PYMK) recommends other people to connect with allowing members to grow their network, and it’s one of the most…May 20, 2016May 20, 2016