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.

July 17, 2024
November 10, 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

September 23, 2024

SEAL: Suite for Evaluating API-use of LLMs

Woojeong Kim, Ashish Jagmohan, Aditya Vempaty

READ
October 1, 2024

Multimodal Auto Validation For Self-Refinement in Web Agents

Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan

READ
August 5, 2024

Transformer Layers as Painters

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

READ
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

READ
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

READ
September 23, 2024

SEAL: Suite for Evaluating API-use of LLMs

Woojeong Kim, Ashish Jagmohan, Aditya Vempaty

READ
October 1, 2024

Multimodal Auto Validation For Self-Refinement in Web Agents

Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan

READ
August 5, 2024

Transformer Layers as Painters

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

READ
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

READ
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

READ
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

READ
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2024
2024
September
November
SEAL: Suite for Evaluating API-use of LLMs
Woojeong Kim, Ashish Jagmohan, Aditya Vempaty
Foundational AI/NLP
2024
2024
October
November
Multimodal Auto Validation For Self-Refinement in Web Agents
Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan
Foundational AI/NLP
2024
2024
July
November
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
August
November
Transformer Layers as Painters
Qi Sun , Marc Pickett , Aakash Kumar Nain, Llion Jones
Foundational AI/NLP
2024
2024
July
November
Better RAG using Relevant Information Gain
Marc Pickett, Jeremy Hartman, Ayan Kumar, Bhowmick Raquib-ul Alam, Aditya Vempaty
Foundational AI/NLP
2024
2024
August
September
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
September
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
September
The Ungrounded Alignment Problem
Marc Pickett , Aakash Kumar Nain , Joseph Modayil , Llion Jones
2024
2024
June
November
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
September
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
September
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
September
Modeling of human information processing in hard-soft fusion
A. Vempaty
Human-machine systems
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