| Finqa: A dataset of numerical reasoning over financial data Z Chen, W Chen, C Smiley, S Shah, I Borova, D Langdon, R Moussa, ... Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 587 | 2021 |
| Convfinqa: Exploring the chain of numerical reasoning in conversational finance question answering Z Chen, S Li, C Smiley, Z Ma, S Shah, WY Wang arXiv preprint arXiv:2210.03849, 2022 | 207 | 2022 |
| When flue meets flang: Benchmarks and large pre-trained language model for financial domain RS Shah, K Chawla, D Eidnani, A Shah, W Du, S Chava, N Raman, ... arXiv preprint arXiv:2211.00083, 2022 | 183 | 2022 |
| Building and querying an enterprise knowledge graph D Song, F Schilder, S Hertz, G Saltini, C Smiley, P Nivarthi, O Hazai, ... IEEE Transactions on Services Computing 12 (3), 356-369, 2017 | 83 | 2017 |
| TR discover: A natural language interface for querying and analyzing interlinked datasets D Song, F Schilder, C Smiley, C Brew, T Zielund, H Bretz, R Martin, ... International Semantic Web Conference, 21-37, 2015 | 74 | 2015 |
| Interacting with financial data using natural language V Plachouras, C Smiley, H Bretz, O Taylor, JL Leidner, D Song, F Schilder Proceedings of the 39th International ACM SIGIR conference on Research and …, 2016 | 61 | 2016 |
| REFinD: Relation Extraction Financial Dataset S Kaur, C Smiley, A Gupta, J Sain, D Wang, S Siddagangappa, T Aguda, ... SIGIR '23: Proceedings of the 46th International ACM SIGIR Conference on …, 2023 | 44 | 2023 |
| Large language models as financial data annotators: A study on effectiveness and efficiency TD Aguda, S Siddagangappa, E Kochkina, S Kaur, D Wang, C Smiley Proceedings of the 2024 Joint International Conference on Computational …, 2024 | 35 | 2024 |
| Say the right thing right: Ethics issues in natural language generation systems C Smiley, F Schilder, V Plachouras, JL Leidner Proceedings of the First ACL Workshop on Ethics in Natural Language …, 2017 | 22 | 2017 |
| The E2E NLG challenge: A tale of two systems C Smiley, E Davoodi, D Song, F Schilder Proceedings of the 11th International Conference on Natural Language …, 2018 | 15* | 2018 |
| Natural language question answering and analytics for diverse and interlinked datasets D Song, F Schilder, C Smiley, C Brew Proceedings of the 2015 Conference of the North American Chapter of the …, 2015 | 15 | 2015 |
| Systems and methods for natural language question answering and analysis F Schilder, C Smiley, D Song, CH Brew US Patent 10,409,846, 2019 | 14 | 2019 |
| When to plummet and when to soar: Corpus based verb selection for natural language generation C Smiley, V Plachouras, F Schilder, H Bretz, JL Leidner, D Song Proceedings of the 9th International Natural Language Generation conference …, 2016 | 14 | 2016 |
| Finqapt: Empowering financial decisions with end-to-end llm-driven question answering pipeline K Singh, S Kaur, C Smiley Proceedings of the 5th ACM International Conference on AI in Finance, 266-273, 2024 | 12 | 2024 |
| Native language identification using phonetic algorithms C Smiley, S Kübler Proceedings of the 12th Workshop on Innovative Use of NLP for Building …, 2017 | 8 | 2017 |
| LASSA: emotion detection via information fusion N Yu, S Kübler, J Herring, YY Hsu, R Israel, C Smiley Biomedical informatics insights 5, BII. S8949, 2012 | 7 | 2012 |
| Grounding LLM Reasoning with Knowledge Graphs A Amayuelas, J Sain, S Kaur, C Smiley arXiv preprint arXiv:2502.13247, 2025 | 5 | 2025 |
| TR Discover: A Natural Language Question Answering System for Interlinked Datasets. D Song, F Schilder, C Smiley, C Brew, T Zielund, H Bretz, R Martin, ... ISWC (Posters & Demos), 2015 | 5 | 2015 |
| Knowledge discovery from unstructured data in financial services (kdf) workshop S Shah, X Zhu, W Chen, M Li, A Nourbakhsh, X Liu, Z Ma, C Smiley, Y Pei, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 4 | 2023 |
| The E2E NLG challenge: End-to-end generation through partial template mining C Smiley, E Davoodi, D Song, F Schilder in prep, 2018 | 3 | 2018 |
Frank SchilderSr. Director, Research, Thomson Reuters LabsVerified email at thomsonreuters.com
