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.

August 5, 2024
August 21, 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
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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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 16, 2024
Better RAG using Relevant Information Gain
Marc Pickett, Jeremy Hartman, Ayan Kumar, Bhowmick Raquib-ul Alam, Aditya Vempaty
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June 6, 2024
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
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2024
2024
August
August
Transformer Layers as Painters
Qi Sun , Marc Pickett , Aakash Kumar Nain, Llion Jones
Foundational AI/NLP
2024
2024
July
August
Better RAG using Relevant Information Gain
Marc Pickett, Jeremy Hartman, Ayan Kumar, Bhowmick Raquib-ul Alam, Aditya Vempaty
Foundational AI/NLP
2024
2024
August
August
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
August
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
August
The Ungrounded Alignment Problem
Marc Pickett , Aakash Kumar Nain , Joseph Modayil , Llion Jones
2024
2024
June
August
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
August
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
August
An Automated Graphing System for Mathematical Pedagogy
Arya Bulusu, Brandon Man , Ashish Jagmohan, Aditya Vempaty, Jennifer Mari-Wyka
Sequential Decision Making
2024
2024
July
August
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
August
Modeling of human information processing in hard-soft fusion
A. Vempaty
Human-machine systems
2024
August
Common Sense Investing: Bridging gap between Expert and Novice
Ashwani Kumar, Sharad C. Sundararajan, Henry Lieberman
Domain-Specific Customizations and Solutions
2024
August
Algorithms to Localize Food Contamination Events in Blockchain-Based Trusted Food Supply Chains
Huozhi Zhou, Ashish Jagmohan, Lav R. Varshney
Domain-Specific Customizations and Solutions
2024
2019
July
August
Generalized Jordan Center: A source Localization Heuristic for Noisy and Incomplete Observations
Huozhi Zhou, Ashish Jagmohan, Lav R Varshney
Domain-Specific Customizations and Solutions
2024
August
Correcting Forecasts with Multifactor Neural Attention
Matthew Riemer, Aditya Vempaty, Flavio Calmon, Fenno Heath, Richard Hull, and Elham Khabiri
Domain-Specific Customizations and Solutions
2024
August
Exploring Application Domains for Computational Creativity
Ashish Jagmohan, Ying Li, Nan Shao, Anshul Sheopuri, Dashun Wang, Lav R Varshney, Pu Huang
Domain-Specific Customizations and Solutions
2024
2014
November
August
Enterprise Discussion Analysis
Sara Rosenthal, Ashish Jagmohan
Domain-Specific Customizations and Solutions
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