Papers

Explore the extensive collection of technical papers to which Emergence researchers have contributed. Our team of experts consistently explores the bleeding edge of agent science and AI, independently and in collaboration with other labs.

September 23, 2024

SEAL: Suite for Evaluating API-use of LLMs

Woojeong Kim, Ashish Jagmohan, Aditya Vempaty

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October 1, 2024

Multimodal Auto Validation For Self-Refinement in Web Agents

Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan

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July 17, 2024

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

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August 5, 2024

Transformer Layers as Painters

Qi Sun , Marc Pickett , Aakash Kumar Nain, Llion Jones

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August 5, 2024

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

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July 24, 2024

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

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July 24, 2024

MathViz-E: A Case-study in Domain-Specialized Tool-Using Agents

Arya Bulusu, Brandon Man, Ashish Jagmohan, Aditya Vempaty, Jennifer Mari-Wyka , Deepak Akkil

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2024
2024
December
December
Benchmarking of AI Agents: A Perspective
Prasenjit Dey, Ravi Kokki
2024
2024
September
December
SEAL: Suite for Evaluating API-use of LLMs
Woojeong Kim, Ashish Jagmohan, Aditya Vempaty
2024
2024
October
December
Multimodal Auto Validation For Self-Refinement in Web Agents
Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan
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
2024
2024
August
December
Transformer Layers as Painters
Qi Sun , Marc Pickett , Aakash Kumar Nain, Llion Jones
2024
2024
July
December
Better RAG using Relevant Information Gain
Marc Pickett, Jeremy Hartman, Ayan Kumar, Bhowmick Raquib-ul Alam, Aditya Vempaty
2024
2024
August
December
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
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
2024
2024
August
December
The Ungrounded Alignment Problem
Marc Pickett , Aakash Kumar Nain , Joseph Modayil , Llion Jones
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
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
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
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