Charting the Frontier

Explore the growing body of technical papers authored by Emergence researchers. From core architectural advances to frontier agent behavior, our team pushes the boundaries of agentic systems — both independently and with leading research labs.

December 3, 2024
April 1, 2025

Benchmarking of AI Agents: A Perspective

Prasenjit Dey, Ravi Kokku

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2025
2024
December
April
Benchmarking of AI Agents: A Perspective
Prasenjit Dey, Ravi Kokku
Foundational AI/NLP
Networked Systems
Multimodal Systems
2025
2024
September
February
SEAL: Suite for Evaluating API-use of LLMs
Woojeong Kim, Ashish Jagmohan, Aditya Vempaty
Foundational AI/NLP
2025
2024
October
February
Multimodal Auto Validation For Self-Refinement in Web Agents
Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan
Foundational AI/NLP
2025
2024
July
February
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems
Tamer Abuelsaad, Deepak Akkil, Prasenjit Dey, Ashish Jagmohan, Aditya Vempaty, Ravi Kokku
Foundational AI/NLP
2025
2024
August
February
Transformer Layers as Painters
Qi Sun , Marc Pickett , Aakash Nain, Llion Jones
Foundational AI/NLP
2025
2024
July
March
Better RAG using Relevant Information Gain
Marc Pickett, Jeremy Hartman, Ayan Kumar, Bhowmick Raquib-ul Alam, Aditya Vempaty
Foundational AI/NLP
2025
2024
August
February
Leveraging the Power of LLMs: A Fine-Tuning Approach for High-Quality Aspect-Based Summarization
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Aditya Vempaty, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokku
Foundational AI/NLP
2024
2024
July
December
Building a Domain-specific Guardrail Model in Production
Mohammad Niknazar, Paul V Haley, Latha Ramanan, Sang T. Truong, Yedendra Shrinivasan, Ayan Kumar Bhowmick,, Prasenjit Dey, Ashish Jagmohan, Hema Maheshwari, Shom Ponoth, Robert Smith, Aditya Vempaty, Nick Haber, Sanmi Koyejo, Sharad Sundararajan
Domain-Specific Customizations and Solutions
2024
2024
August
December
The Ungrounded Alignment Problem
Marc Pickett , Aakash Kumar Nain , Joseph Modayil , Llion Jones
2025
2019
July
March
Automatic Generation of Leveled Visual Assessments for Young Learners
Nagar, S., Dey, P., & Jain, M.
Multimodal Systems
2025
March
VisualMath: An Automated Visualization System for Understanding Math Word-Problems
Utkarsh Dwivedi, Prasenjit Dey, Nitendra Rajput, Blessin Varkey
Multimodal Systems
2024
2024
June
December
On the Persona-based summarization of Domain-Specific Summarization
Ankan Mullick, Sombit Bose, Rounak Saha, Ayan Kumar Bhowmick, Pawan Goyal, Niloy Ganguly, Prasenjit Dey, Ravi Kokk
Sequential Decision Making
Foundational AI/NLP
2024
2024
July
December
Agent-E: From Autonomous Web Navigation to Foundational Design Principles in Agentic Systems
Tamer Abuelsaad, Deepak Akkil, Prasenjit Dey, Ashish Jagmohan, Aditya Vempaty, Ravi Kokku
Foundational AI/NLP
2024
2024
July
December
MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents
Arya Bulusu, Brandon Man, Ashish Jagmohan, Aditya Vempaty, Jennifer Mari-Wyka , Deepak Akkil
Domain-Specific Customizations and Solutions
2024
2020
February
December
Modeling of human information processing in hard-soft fusion
A. Vempaty
Human-machine systems
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