Natural Language Question Answering and Analytics for Diverse and Interlinked Datasets. - Dezhao Song; Frank Schilder; Charese Smiley; Chris Brew (HLT-NAACL, 2015)

TR Discover: A Natural Language Interface for Querying and Analyzing Interlinked Datasets. - Dezhao Song; Frank Schilder; Charese Smiley; Chris Brew; Tom Zielund; Hiroko Bretz; Robert Martin; Chris Dale; John Duprey; Tim Miller; Johanna Harrison (ISWC (2), 2015)

TR Discover: A Natural Language Question Answering System for Interlinked Datasets. - Dezhao Song; Frank Schilder; Charese Smiley; Chris Brew; Tom Zielund; Hiroko Bretz; Robert Martin; Chris Dale; Steven Pomerville; John Duprey; Tim Miller; Johanna Harrison (ISWC (Posters & Demos), 2015)

When 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 (INLG, 2016)

Interacting with Financial Data using Natural Language. - Vassilis Plachouras; Charese Smiley; Hiroko Bretz; Ola Taylor; Jochen L. Leidner; Dezhao Song; Frank Schilder (SIGIR, 2016)

Native Language Identification using Phonetic Algorithms. - Charese Smiley; Sandra Kübler (BEA@EMNLP, 2017)

Say the Right Thing Right: Ethics Issues in Natural Language Generation Systems. - Charese Smiley; Frank Schilder; Vassilis Plachouras; Jochen L. Leidner (EthNLP@EACL, 2017)

The E2E NLG Challenge: A Tale of Two Systems. - Charese Smiley; Elnaz Davoodi; Dezhao Song; Frank Schilder (INLG, 2018)

Building and Querying an Enterprise Knowledge Graph. - Dezhao Song; Frank Schilder; Shai Hertz; Giuseppe Saltini; Charese Smiley; Phani Nivarthi; Oren Hazai; Dudi Landau; Mike Zaharkin; Tom Zielund; Hugo Molina-Salgado; Chris Brew; et al. (IEEE Trans. Serv. Comput., 2019)

FinQA: A Dataset of Numerical Reasoning over Financial Data. - Zhiyu Chen 002; Wenhu Chen; Charese Smiley; Sameena Shah; Iana Borova; Dylan Langdon; Reema Moussa; Matt Beane; Ting-Hao Kenneth Huang; Bryan R. Routledge; William Yang Wang (EMNLP (1), 2021)

ConvFinQA: Exploring the Chain of Numerical Reasoning in Conversational Finance Question Answering. - Zhiyu Chen 002; Shiyang Li; Charese Smiley; Zhiqiang Ma; Sameena Shah; William Yang Wang (EMNLP, 2022)

When 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 (EMNLP, 2022)

WHEN FLUE MEETS FLANG: Benchmarks and Large Pre-trained 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 (CoRR, 2022)

Robust NLP for Finance (RobustFin). - Sameena Shah; Xiaodan Zhu 001; Gerard de Melo; Armineh Nourbakhsh; Xiaomo Liu; Zhiqiang Ma; Charese Smiley; Zhiyu Chen 002 (KDD, 2023)

REFinD: Relation Extraction Financial Dataset. - Simerjot Kaur; Charese Smiley; Akshat Gupta; Joy Sain; Dongsheng Wang 005; Suchetha Siddagangappa; Toyin Aguda; Sameena Shah (SIGIR, 2023)

Knowledge Discovery from Unstructured Data in Financial Services (KDF) Workshop. - Sameena Shah; Xiaodan Zhu 001; Wenhu Chen; Manling Li; Armineh Nourbakhsh; Xiaomo Liu; Zhiqiang Ma; Charese Smiley; Yulong Pei; Akshat Gupta (SIGIR, 2023)

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. - Toyin D. Aguda; Suchetha Siddagangappa; Elena Kochkina; Simerjot Kaur; Dongsheng Wang 005; Charese Smiley (LREC/COLING, 2024)

FinQAPT: Empowering Financial Decisions with End-to-End LLM-driven Question Answering Pipeline. - Kuldeep Singh; Simerjot Kaur; Charese Smiley (ICAIF, 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)

Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency. - Toyin Aguda; Suchetha Siddagangappa; Elena Kochkina; Simerjot Kaur; Dongsheng Wang 005; Charese Smiley; Sameena Shah (CoRR, 2024)

Conservative Bias in Large Language Models: Measuring Relation Predictions. - Toyin Aguda; Erik Wilson; Allan Anzagira; Simerjot Kaur; Charese Smiley (ACL (Findings), 2025)

AfroCS-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 (ACL (1), 2025)

FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking. - Jabez Magomere; Elena Kochkina; Samuel Mensah; Simerjot Kaur; Charese Smiley (NAACL (Findings), 2025)

The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages. - Arturo Oncevay; Charese Smiley; Xiaomo Liu (NAACL (Long Papers), 2025)

Grounding LLM Reasoning with Knowledge Graphs. - Alfonso Amayuelas; Joy Sain; Simerjot Kaur; Charese Smiley (CoRR, 2025)

Calibrating LLM Confidence by Probing Perturbed Representation Stability. - Reza Khanmohammadi; Erfan Miahi; Mehrsa Mardikoraem; Simerjot Kaur; Ivan Brugere; Charese H. Smiley; Kundan Thind; Mohammad M. Ghassemi (CoRR, 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; et al. (CoRR, 2025)

A Variational Approach for Mitigating Entity Bias in Relation Extraction. - Samuel Mensah; Elena Kochkina; Jabez Magomere; Joy Prakash Sain; Simerjot Kaur; Charese Smiley (CoRR, 2025)

AI Analyst: Framework and Comprehensive Evaluation of Large Language Models for Financial Time Series Report Generation. - Elizabeth Fons; Elena Kochkina; Rachneet Kaur; Zhen Zeng; Berowne Hlavaty; Charese Smiley; Svitlana Vyetrenko; Manuela Veloso (CoRR, 2025)