Pranav Venkit, PhD
@pranavvenkit
Ph.D. @ISTatPennState. NLP & Ethics. Previous: @SFResearch @honeywell
#NLProc, #Trust&NLP, #LLM, Social Informatics, #ExplainableAI, #HCI
He/Him
ID: 1232442286426017794
https://www.pranavkit.com/ 25-02-2020 23:08:45
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🌟 Excited to present our work at Empirical Methods in Natural Language Processing EMNLP 2025 - a leading conference in NLP and AI research! 📄 Our accepted papers: Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization 👥Authors: Chuyuan Li
EMNLP 2025 / #EMNLP2025 Accepted Paper: Direct Judgement Preference Optimization 📝 Paper: arxiv.org/abs/2409.14664 This work introduces SFR-Judges, a family of generative judge models trained with Direct Preference Optimization (DPO) to enhance LLM evaluation capabilities
So so grateful that my research was featured in Penn State Research 2024 + IST’s iConnect 2025, where I finished my PhD! 🙌🥳 My work blurb: studying the sociotechnical impact of generative AI Now at Salesforce AI Research , I continue that journey 🚀 #AI #NLProc #TrustworthyAI #Research
AI-powered deep research agents promise trustworthy, source-grounded research. But do they actually deliver? 🧐 Our new paper introduces DeepTRACE, the first sociotechnical audit to measure how reliable these systems really are! Salesforce AI Research Paper: arxiv.org/pdf/2509.04499 1/n