publications

2025

1. ACL

   Language Model Probabilities are Not Calibrated in Numeric Contexts

   Charles Lovering, Michael Krumdick, V. Lai, and 5 more authors

   In Annual Meeting of the Association for Computational Linguistics, 2025

   DOI Bib

   @inproceedings{koncel2025language,
     author = {Lovering, Charles and Krumdick, Michael and Lai, V. and Reddy, Varshini and Ebner, Seth and Kumar, Nilesh and Koncel-Kedziorski, Rik and Tanner, Chris},
     title = {Language Model Probabilities are Not Calibrated in Numeric Contexts},
     year = {2025},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     author+an = {7=highlight},
     doi = {10.18653/v1/2025.acl-long.1417}
   }

2. EMNLP

   Improving Language Model Personas via Rationalization with Psychological Scaffolds

   Brihi Joshi, Xiang Ren, Swabha Swayamdipta, and 2 more authors

   In Conference on Empirical Methods in Natural Language Processing, 2025

   DOI arXiv Bib

   @inproceedings{koncel2025improving,
     author = {Joshi, Brihi and Ren, Xiang and Swayamdipta, Swabha and Koncel-Kedziorski, Rik and Paek, Tim},
     title = {Improving Language Model Personas via Rationalization with Psychological Scaffolds},
     year = {2025},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     author+an = {4=highlight},
     doi = {10.18653/v1/2025.findings-emnlp.1187}
   }

3. EMNLP

   PrimeX: A Dataset of Worldview, Opinion, and Explanation

   Rik Koncel-Kedziorski, Brihi Joshi, and Tim Paek

   In Conference on Empirical Methods in Natural Language Processing, 2025

   DOI arXiv Bib

   @inproceedings{koncel2025primex,
     author = {Koncel-Kedziorski, Rik and Joshi, Brihi and Paek, Tim},
     title = {PrimeX: A Dataset of Worldview, Opinion, and Explanation},
     year = {2025},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     author+an = {1=highlight},
     doi = {10.48550/arXiv.2510.00174}
   }

2024

1. ACL

   DocFinQA: A Long-Context Financial Reasoning Dataset

   Varshini Reddy, Rik Koncel-Kedziorski, V. Lai, and 2 more authors

   In Annual Meeting of the Association for Computational Linguistics, 2024

   DOI arXiv Bib

   @inproceedings{koncel2024docfinqa,
     author = {Reddy, Varshini and Koncel-Kedziorski, Rik and Lai, V. and Krumdick, Michael and Tanner, Chris},
     title = {DocFinQA: A Long-Context Financial Reasoning Dataset},
     year = {2024},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     author+an = {2=highlight},
     doi = {10.48550/arXiv.2401.06915}
   }

2. ACL

   BizBench: A Quantitative Reasoning Benchmark for Business and Finance

   Rik Koncel-Kedziorski, Michael Krumdick, V. Lai, and 3 more authors

   In Annual Meeting of the Association for Computational Linguistics, 2024

   DOI arXiv Bib

   @inproceedings{koncel2024bizbench,
     author = {Koncel-Kedziorski, Rik and Krumdick, Michael and Lai, V. and Reddy, Varshini and Lovering, Charles and Tanner, Chris},
     title = {BizBench: A Quantitative Reasoning Benchmark for Business and Finance},
     year = {2024},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     author+an = {1=highlight},
     doi = {10.48550/arXiv.2311.06602}
   }

2023

1. ACL

   Learning Answer Generation using Supervision from Automatic Question Answering Evaluators

   Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, and 1 more author

   In Annual Meeting of the Association for Computational Linguistics, 2023

   DOI arXiv Bib

   @inproceedings{koncel2023learning,
     author = {Gabburo, Matteo and Garg, Siddhant and Koncel-Kedziorski, Rik and Moschitti, Alessandro},
     title = {Learning Answer Generation using Supervision from Automatic Question Answering Evaluators},
     year = {2023},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     author+an = {3=highlight},
     doi = {10.48550/arXiv.2305.15344}
   }

2022

1. ACL

   Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text

   Yao Dou, Maxwell Forbes, Rik Koncel-Kedziorski, and 2 more authors

   In Annual Meeting of the Association for Computational Linguistics, 2022

   DOI arXiv Bib

   @inproceedings{koncel2022is,
     author = {Dou, Yao and Forbes, Maxwell and Koncel-Kedziorski, Rik and Smith, Noah A. and Choi, Yejin},
     title = {Is GPT-3 Text Indistinguishable from Human Text? Scarecrow: A Framework for Scrutinizing Machine Text},
     year = {2022},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     author+an = {3=highlight},
     doi = {10.18653/v1/2022.acl-long.501}
   }

2. EMNLP

   Knowledge Transfer from Answer Ranking to Answer Generation

   Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, and 2 more authors

   In Conference on Empirical Methods in Natural Language Processing, 2022

   DOI arXiv Bib

   @inproceedings{koncel2022knowledge,
     author = {Gabburo, Matteo and Koncel-Kedziorski, Rik and Garg, Siddhant and Soldaini, Luca and Moschitti, Alessandro},
     title = {Knowledge Transfer from Answer Ranking to Answer Generation},
     year = {2022},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     author+an = {2=highlight},
     doi = {10.48550/arXiv.2210.12865}
   }

3. AACL

   Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation

   Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, and 2 more authors

   In AACL, 2022

   DOI arXiv Bib

   @inproceedings{koncel2022cross_lingual,
     author = {Muller, Benjamin and Soldaini, Luca and Koncel-Kedziorski, Rik and Lind, Eric and Moschitti, Alessandro},
     title = {Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation},
     year = {2022},
     booktitle = {AACL},
     author+an = {3=highlight},
     doi = {10.18653/v1/2022.aacl-main.27}
   }

4. ACL-W

   Extracting and Inferring Personal Attributes from Dialogue

   Zhilin Wang, Xuhui Zhou, Rik Koncel-Kedziorski, and 2 more authors

   In NLP4CONVAI, 2022

   DOI arXiv Bib

   @inproceedings{koncel2022extracting,
     author = {Wang, Zhilin and Zhou, Xuhui and Koncel-Kedziorski, Rik and Marin, Alex and Xia, Fei},
     title = {Extracting and Inferring Personal Attributes from Dialogue},
     year = {2022},
     booktitle = {NLP4CONVAI},
     author+an = {3=highlight},
     doi = {10.18653/v1/2022.nlp4convai-1.6}
   }

2021

1. AAAI

   A Controllable Model of Grounded Response Generation

   Zeqiu Wu, Michel Galley, Chris Brockett, and 8 more authors

   In AAAI Conference on Artificial Intelligence, 2021

   DOI arXiv Bib

   @inproceedings{koncel2021a,
     author = {Wu, Zeqiu and Galley, Michel and Brockett, Chris and Zhang, Yizhe and Gao, Xiang and Quirk, Chris and Koncel-Kedziorski, Rik and Gao, Jianfeng and Hajishirzi, Hannaneh and Ostendorf, Mari and Dolan, Bill},
     title = {A Controllable Model of Grounded Response Generation},
     year = {2021},
     booktitle = {AAAI Conference on Artificial Intelligence},
     author+an = {7=highlight},
     doi = {10.1609/aaai.v35i16.17658}
   }

2. arXiv

   Go Forth and Prosper: Language Modeling with Ancient Textual History

   Rik Koncel-Kedziorski and Noah A. Smith

   2021

   arXiv Bib

   @misc{koncel2021go,
     author = {Koncel-Kedziorski, Rik and Smith, Noah A.},
     title = {Go Forth and Prosper: Language Modeling with Ancient Textual History},
     year = {2021},
     booktitle = {arXiv.org},
     author+an = {1=highlight},
   }

3. ACL

   Explaining Relationships Between Scientific Documents

   Kelvin Luu, Xinyi Wu, Rik Koncel-Kedziorski, and 3 more authors

   In Annual Meeting of the Association for Computational Linguistics, 2021

   DOI arXiv Bib

   @inproceedings{koncel2021explaining,
     author = {Luu, Kelvin and Wu, Xinyi and Koncel-Kedziorski, Rik and Lo, Kyle and Cachola, Isabel and Smith, Noah A.},
     title = {Explaining Relationships Between Scientific Documents},
     year = {2021},
     booktitle = {Annual Meeting of the Association for Computational Linguistics},
     author+an = {3=highlight},
     doi = {10.18653/v1/2021.acl-long.166}
   }

2020

1. arXiv

   Extracting Summary Knowledge Graphs from Long Documents

   Zeqiu Wu, Rik Koncel-Kedziorski, Mari Ostendorf, and 1 more author

   2020

   arXiv Bib

   @misc{koncel2020extracting,
     author = {Wu, Zeqiu and Koncel-Kedziorski, Rik and Ostendorf, Mari and Hajishirzi, Hannaneh},
     title = {Extracting Summary Knowledge Graphs from Long Documents},
     year = {2020},
     booktitle = {arXiv.org},
     author+an = {2=highlight},
   }

2. ICLR

   DeFINE: Deep Factorized Input Token Embeddings for Neural Sequence Modeling

   Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, and 1 more author

   In International Conference on Learning Representations, 2020

   arXiv Bib

   @inproceedings{koncel2020define,
     author = {Mehta, Sachin and Koncel-Kedziorski, Rik and Rastegari, Mohammad and Hajishirzi, Hannaneh},
     title = {DeFINE: Deep Factorized Input Token Embeddings for Neural Sequence Modeling},
     year = {2020},
     booktitle = {International Conference on Learning Representations},
     author+an = {2=highlight},
   }

2019

1. Internationa

   SemEval-2019 Task 10: Math Question Answering

   Mark Hopkins, Ronan Le Bras, Cristian Petrescu-Prahova, and 3 more authors

   In International Workshop on Semantic Evaluation, 2019

   DOI Bib

   @inproceedings{koncel2019semeval_2019,
     author = {Hopkins, Mark and Bras, Ronan Le and Petrescu-Prahova, Cristian and Stanovsky, Gabriel and Hajishirzi, Hannaneh and Koncel-Kedziorski, Rik},
     title = {SemEval-2019 Task 10: Math Question Answering},
     year = {2019},
     booktitle = {International Workshop on Semantic Evaluation},
     author+an = {6=highlight},
     doi = {10.18653/v1/S19-2153}
   }

2. NAACL

   Text Generation from Knowledge Graphs with Graph Transformers

   Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, and 2 more authors

   In North American Chapter of the Association for Computational Linguistics, 2019

   DOI arXiv Bib

   @inproceedings{koncel2019text,
     author = {Koncel-Kedziorski, Rik and Bekal, Dhanush and Luan, Yi and Lapata, Mirella and Hajishirzi, Hannaneh},
     title = {Text Generation from Knowledge Graphs with Graph Transformers},
     year = {2019},
     booktitle = {North American Chapter of the Association for Computational Linguistics},
     author+an = {1=highlight},
     doi = {10.18653/v1/N19-1238}
   }

3. NAACL

   MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

   Aida Amini, Saadia Gabriel, Shanchuan Lin, and 3 more authors

   In North American Chapter of the Association for Computational Linguistics, 2019

   DOI arXiv Bib

   @inproceedings{koncel2019mathqa,
     author = {Amini, Aida and Gabriel, Saadia and Lin, Shanchuan and Koncel-Kedziorski, Rik and Choi, Yejin and Hajishirzi, Hannaneh},
     title = {MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms},
     year = {2019},
     booktitle = {North American Chapter of the Association for Computational Linguistics},
     author+an = {4=highlight},
     doi = {10.18653/v1/N19-1245}
   }

2018

1. EMNLP

   Pyramidal Recurrent Unit for Language Modeling

   Sachin Mehta, Rik Koncel-Kedziorski, Mohammad Rastegari, and 1 more author

   In Conference on Empirical Methods in Natural Language Processing, 2018

   DOI arXiv Bib

   @inproceedings{koncel2018pyramidal,
     author = {Mehta, Sachin and Koncel-Kedziorski, Rik and Rastegari, Mohammad and Hajishirzi, Hannaneh},
     title = {Pyramidal Recurrent Unit for Language Modeling},
     year = {2018},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     author+an = {2=highlight},
     doi = {10.18653/v1/D18-1491}
   }

2. arXiv

   Data-Driven Methods for Solving Algebra Word Problems

   Benjamin Robaidek, Rik Koncel-Kedziorski, and Hannaneh Hajishirzi

   2018

   arXiv Bib

   @misc{koncel2018data_driven,
     author = {Robaidek, Benjamin and Koncel-Kedziorski, Rik and Hajishirzi, Hannaneh},
     title = {Data-Driven Methods for Solving Algebra Word Problems},
     year = {2018},
     booktitle = {arXiv.org},
     author+an = {2=highlight},
   }

2016

1. NAACL

   MAWPS: A Math Word Problem Repository

   Rik Koncel-Kedziorski, Subhro Roy, Aida Amini, and 2 more authors

   In North American Chapter of the Association for Computational Linguistics, 2016

   DOI Bib

   @inproceedings{koncel2016mawps,
     author = {Koncel-Kedziorski, Rik and Roy, Subhro and Amini, Aida and Kushman, Nate and Hajishirzi, Hannaneh},
     title = {MAWPS: A Math Word Problem Repository},
     year = {2016},
     booktitle = {North American Chapter of the Association for Computational Linguistics},
     author+an = {1=highlight},
     doi = {10.18653/v1/N16-1136}
   }

2. NAACL

   Phonological Pun-derstanding

   Aaron Jaech, Rik Koncel-Kedziorski, and Mari Ostendorf

   In North American Chapter of the Association for Computational Linguistics, 2016

   DOI Bib

   @inproceedings{koncel2016phonological,
     author = {Jaech, Aaron and Koncel-Kedziorski, Rik and Ostendorf, Mari},
     title = {Phonological Pun-derstanding},
     year = {2016},
     booktitle = {North American Chapter of the Association for Computational Linguistics},
     author+an = {2=highlight},
     doi = {10.18653/v1/N16-1079}
   }

3. Corpus Lingu

   We Who Tweet: Pronominal Relative Clauses on Twitter

   Kirby Conrod, Rachael Tatman, and Rik Koncel-Kedziorski

   In Corpus Linguistics Fest, 2016

   Bib

   @inproceedings{koncel2016we,
     author = {Conrod, Kirby and Tatman, Rachael and Koncel-Kedziorski, Rik},
     title = {We Who Tweet: Pronominal Relative Clauses on Twitter},
     year = {2016},
     booktitle = {Corpus Linguistics Fest},
     author+an = {3=highlight}
   }

4. EMNLP

   A Theme-Rewriting Approach for Generating Algebra Word Problems

   Rik Koncel-Kedziorski, Ioannis Konstas, Luke Zettlemoyer, and 1 more author

   In Conference on Empirical Methods in Natural Language Processing, 2016

   DOI arXiv Bib

   @inproceedings{koncel2016a,
     author = {Koncel-Kedziorski, Rik and Konstas, Ioannis and Zettlemoyer, Luke and Hajishirzi, Hannaneh},
     title = {A Theme-Rewriting Approach for Generating Algebra Word Problems},
     year = {2016},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     author+an = {1=highlight},
     doi = {10.18653/v1/d16-1168}
   }

2015

1. ACL

   Parsing Algebraic Word Problems into Equations

   Rik Koncel-Kedziorski, Hannaneh Hajishirzi, Ashish Sabharwal, and 2 more authors

   Transactions of the Association for Computational Linguistics, 2015

   DOI Bib

   @article{koncel2015parsing,
     author = {Koncel-Kedziorski, Rik and Hajishirzi, Hannaneh and Sabharwal, Ashish and Etzioni, Oren and Ang, S.},
     title = {Parsing Algebraic Word Problems into Equations},
     year = {2015},
     journal = {Transactions of the Association for Computational Linguistics},
     author+an = {1=highlight},
     doi = {10.1162/tacl_a_00160}
   }

2014

1. EMNLP

   Multi-Resolution Language Grounding with Weak Supervision

   Rik Koncel-Kedziorski, Hannaneh Hajishirzi, and Ali Farhadi

   In Conference on Empirical Methods in Natural Language Processing, 2014

   DOI Bib

   @inproceedings{koncel2014multi_resolution,
     author = {Koncel-Kedziorski, Rik and Hajishirzi, Hannaneh and Farhadi, Ali},
     title = {Multi-Resolution Language Grounding with Weak Supervision},
     year = {2014},
     booktitle = {Conference on Empirical Methods in Natural Language Processing},
     author+an = {1=highlight},
     doi = {10.3115/v1/D14-1043}
   }