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Charese Smiley

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

22

Venues

9

Active years

2015–2026

Best venue rank

A*

Where they publish

Papers

22 indexed papers, newest first.

YearVenueTitleAuthors
2026EACLHow 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
2026EACLDistill 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
2026LRECSystematic Multi-Aspect Evaluation of Time Series-Based Report Generation: The Case of Financial Analysis from Stock Data.Elizabeth Fons, Elena Kochkina, Rachneet Kaur, Zhen Zeng, Berowne Hlavaty, Charese Smiley, Svitlana Vyetrenko, Manuela Veloso
2025ACLConservative Bias in Large Language Models: Measuring Relation Predictions.Toyin Aguda, Erik Wilson, Allan Anzagira, Simerjot Kaur, Charese Smiley
2025ACLAdvanced 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
2025ACLA Variational Approach for Mitigating Entity Bias in Relation Extraction.Samuel Mensah, Elena Kochkina, Jabez Magomere, Joy Prakash Sain, Simerjot Kaur, Charese Smiley
2025ACLAfroCS-xs: Creating a Compact, High-Quality, Human-Validated Code-Switched Dataset for African Languages.Kayode Olaleye, Arturo Oncevay, Mathieu Sibue, Nombuyiselo Zondi, Michelle Terblanche, Sibongile Mapikitla, Richard Lastrucci, Charese Smiley, Vukosi Marivate
2025EMNLPCalibrating LLM Confidence by Probing Perturbed Representation Stability.Reza Khanmohammadi, Erfan Miahi, Mehrsa Mardikoraem, Simerjot Kaur, Ivan Brugere, Charese Smiley, Kundan Thind, Mohammad M. Ghassemi
2025EMNLPTranslating 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
2025NAACLFinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking.Jabez Magomere, Elena Kochkina, Samuel Mensah, Simerjot Kaur, Charese Smiley
2025NAACLThe Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages.Arturo Oncevay, Charese Smiley, Xiaomo Liu
2024COLINGLarge 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
2023KDDRobust NLP for Finance (RobustFin).Sameena Shah, Xiaodan Zhu, Gerard de Melo, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Zhiyu Chen
2023SIGIRREFinD: Relation Extraction Financial Dataset.Simerjot Kaur, Charese Smiley, Akshat Gupta, Joy Sain, Dongsheng Wang, Suchetha Siddagangappa, Toyin Aguda, Sameena Shah
2023SIGIRKnowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop.Sameena Shah, Xiaodan Zhu, Wenhu Chen, Manling Li, Armineh Nourbakhsh, Xiaomo Liu, Zhiqiang Ma, Charese Smiley, Yulong Pei, Akshat Gupta
2022EMNLPConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering.Zhiyu Chen, Shiyang Li, Charese Smiley, Zhiqiang Ma, Sameena Shah, William Yang Wang
2022EMNLPWhen FLUE Meets FLANG: Benchmarks and Large Pretrained Language Model for Financial Domain.Raj Sanjay Shah, Kunal Chawla, Dheeraj Eidnani, Agam Shah, Wendi Du, Sudheer Chava, Natraj Raman, Charese Smiley, Jiaao Chen, Diyi Yang
2021EMNLPFinQA: A Dataset of Numerical Reasoning over Financial Data.Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao 'Kenneth' Huang, Bryan R. Routledge, William Yang Wang
2018INLGThe E2E NLG Challenge: A Tale of Two Systems.Charese Smiley, Elnaz Davoodi, Dezhao Song, Frank Schilder
2016INLGWhen to Plummet and When to Soar: Corpus Based Verb Selection for Natural Language Generation.Charese Smiley, Vassilis Plachouras, Frank Schilder, Hiroko Bretz, Jochen L. Leidner, Dezhao Song
2016SIGIRInteracting with Financial Data using Natural Language.Vassilis Plachouras, Charese Smiley, Hiroko Bretz, Ola Taylor, Jochen L. Leidner, Dezhao Song, Frank Schilder
2015NAACLNatural Language Question Answering and Analytics for Diverse and Interlinked Datasets.Dezhao Song, Frank Schilder, Charese Smiley, Chris Brew