Simerjot Kaur

According to our database, Simerjot Kaur authored at least 20 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Deep FinResearch Bench: Evaluating AI's Ability to Conduct Professional Financial Investment Research.

Mirazul Haque, Antony Papadimitriou, Samuel Mensah, Zhiqiang Ma, Zhijin Guo, Joy Prakash Sain, Simerjot Kaur, Charese Smiley, Xiaomo Liu

CoRR, April, 2026

Distill and Align Decomposition for Enhanced Claim Verification.

Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Fernando Acero, Arturo Oncevay, Charese Smiley, Xiaomo Liu, Manuela Veloso

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2026, 2026

How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains.

Reza Khanmohammadi, Erfan Miahi, Simerjot Kaur, Charese Smiley, Ivan Brugere, Kundan Thind, Mohammad M. Ghassemi

Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics, 2026

2025

Investigating the Temporal Association of Biomedical Research on Small Business Funding: A Bibliometric and Data Analytic Approach.

Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley, Tuka Alhanai, Ivan Brugere, Armineh Nourbakhsh, Mohammad M. Ghassemi

IEEE Trans. Comput. Soc. Syst., October, 2025

GenPlanX. Generation of Plans and Execution.

Daniel Borrajo, Giuseppe Canonaco, Tomás de la Rosa, Alfredo Garrachón Ruiz, Sriram Gopalakrishnan, Simerjot Kaur, Marianela Morales, Sunandita Patra, Alberto Pozanco, Keshav Ramani, Charese Smiley, Pietro Totis, Manuela Veloso

CoRR, June, 2025

Grounding LLM Reasoning with Knowledge Graphs.

Alfonso Amayuelas, Joy Sain, Simerjot Kaur, Charese Smiley

CoRR, February, 2025

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking.

Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Charese Smiley

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Translating Domain-Specific Terminology in Typologically-Diverse Languages: A Study in Tax and Financial Education.

Arturo Oncevay, Elena Kochkina, Keshav Ramani, Toyin Aguda, Simerjot Kaur, Charese Smiley

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Calibrating LLM Confidence by Probing Perturbed Representation Stability.

Reza Khanmohammadi, Erfan Miahi, Mehrsa Mardikoraem, Simerjot Kaur, Ivan Brugere, Charese Smiley, Kundan Thind, Mohammad M. Ghassemi

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

A Variational Approach for Mitigating Entity Bias in Relation Extraction.

Samuel Mensah, Elena Kochkina, Jabez Magomere, Joy Prakash Sain, Simerjot Kaur, Charese Smiley

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

Advanced Messaging Platform (AMP): Pipeline for Automated Enterprise Email Processing.

Simerjot Kaur, Charese Smiley, Keshav Ramani, Elena Kochkina, Mathieu Sibue, Samuel Mensah, Pietro Totis, Cecilia Tilli, Toyin Aguda, Daniel Borrajo, Manuela Veloso

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track), 2025

Conservative Bias in Large Language Models: Measuring Relation Predictions.

Toyin Aguda, Erik Wilson, Allan Anzagira, Simerjot Kaur, Charese Smiley

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency.

Toyin Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley, Sameena Shah

CoRR, 2024

Identifying Multiple Personalities in Large Language Models with External Evaluation.

Xiaoyang Song, Yuta Adachi, Jessie Feng, Mouwei Lin, Linhao Yu, Frank Li, Akshat Gupta, Gopala Anumanchipalli, Simerjot Kaur

CoRR, 2024

The Influence of Biomedical Research on Future Business Funding: Analyzing Scientific Impact and Content in Industrial Investments.

Reza Khanmohammadi, Simerjot Kaur, Charese H. Smiley, Tuka Alhanai, Ivan Brugere, Armineh Nourbakhsh, Mohammad M. Ghassemi

CoRR, 2024

FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline.

Kuldeep Singh, Simerjot Kaur, Charese Smiley

Proceedings of the 5th ACM International Conference on AI in Finance, 2024

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency.

Toyin D. Aguda, Suchetha Siddagangappa, Elena Kochkina, Simerjot Kaur, Dongsheng Wang, Charese Smiley

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding.

Dongsheng Wang, Natraj Raman, Mathieu Sibue, Zhiqiang Ma, Petr Babkin, Simerjot Kaur, Yulong Pei, Armineh Nourbakhsh, Xiaomo Liu

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

REFinD: Relation Extraction Financial Dataset.

Simerjot Kaur, Charese Smiley, Akshat Gupta, Joy Sain, Dongsheng Wang, Suchetha Siddagangappa, Toyin Aguda, Sameena Shah

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

2021

Parameterized Explanations for Investor / Company Matching.

Simerjot Kaur, Ivan Brugere, Andrea Stefanucci, Armineh Nourbakhsh, Sameena Shah, Manuela Veloso

CoRR, 2021