3 citations · 6 across the 5 of their papers we have counts for
5 papers
AutoTask: Task Aware Multi-Faceted Single Model for Multi-Task Ads Relevance
Shouchang Guo, Sonam Damani, Keng-hao Chang
Ads relevance models are crucial in determining the relevance between user search queries and ad offers, often framed as a classification problem. The complexity of modeling increa…
LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models
Shouchang Guo, Sonam Damani, Keng-hao Chang
In prompt tuning, a prefix or suffix text is added to the prompt, and the embeddings (soft prompts) or token indices (hard prompts) of the prefix/suffix are optimized to gain more…
Using AI for Economic Upliftment of Handicraft Industry
Nitya Raviprakash, Sonam Damani, Ankush Chatterjee +2
The handicraft industry is a strong pillar of Indian economy which provides large-scale employment opportunities to artisans in rural and underprivileged communities. However, in t…
Using AI to Design Stone Jewelry
Khyatti Gupta, Sonam Damani, Kedhar Nath Narahari
Jewelry has been an integral part of human culture since ages. One of the most popular styles of jewelry is created by putting together precious and semi-precious stones in diverse…
Ruuh: A Deep Learning Based Conversational Social Agent
Sonam Damani, Nitya Raviprakash, Umang Gupta +8
Dialogue systems and conversational agents are becoming increasingly popular in the modern society but building an agent capable of holding intelligent conversation with its users…