publications

Selected Publications

2025

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    Parity-aware byte-pair encoding: Improving cross-lingual fairness in tokenization
    Negar Foroutan, Clara Meister, Debjit Paul, and 4 more authors
    In , 2025
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    A Logical Fallacy-Informed Framework for Argument Generation
    Luca Mouchel, Debjit Paul, Shaobo Cui, and 3 more authors
    In Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Apr 2025

2024

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    Creativity in ai: Progresses and challenges
    Mete Ismayilzada, Debjit Paul, Antoine Bosselut, and 1 more author
    In , Apr 2024
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    Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia
    Tomás Feith, Akhil Arora, Martin Gerlach, and 2 more authors
    In EMNLP: 2024, Nov 2024
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    Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning
    Debjit Paul, Robert West, Antoine Bosselut, and 1 more author
    In Findings of EMNLP: 2024, Nov 2024
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    δ-CAUSAL: Exploring Defeasibility in Causal Reasoning
    Shaobo Cui, Lazar Milikic, Yiyang Feng, and 4 more authors
    In Findings of ACL: 2024, Aug 2024
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    REFINER: Reasoning Feedback on Intermediate Representations
    Debjit Paul, Mete Ismayilzada, Maxime Peyrard, and 4 more authors
    In Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers), Mar 2024

2023

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    CRAB: Assessing the Strength of Causal Relationships Between Real-world Events
    Angelika Romanou, Syrielle Montariol*, Debjit Paul*, and 3 more authors
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Dec 2023
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    CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks
    Mete Ismayilzada, Debjit Paul, Syrielle Montariol, and 2 more authors
    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Dec 2023
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    Flows: Building Blocks of Reasoning and Collaborating AI
    Martin Josifoski, Lars Klein, Maxime Peyrard, and 7 more authors
    Aug 2023
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    Language Model Decoding as Likelihood–Utility Alignment
    Martin Josifoski, Maxime Peyrard, Frano Rajič, and 8 more authors
    In Findings of the Association for Computational Linguistics: EACL 2023, May 2023

2022

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    Class Incremental Learning for Intent Classification with Limited or No Old Data
    Debjit Paul, Daniil Sorokin, and Judith Gaspers
    In Proceedings of the The First Workshop on Ever Evolving NLP (EvoNLP), Dec 2022

2021

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    COINS: Dynamically Generating COntextualized Inference Rules for Narrative Story Completion
    Debjit Paul and Anette Frank
    In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), Aug 2021
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    CO-NNECT: A Framework for Revealing Commonsense Knowledge Paths as Explicitations of Implicit Knowledge in Texts
    Maria Becker, Katharina Korfhage, Debjit Paul, and 1 more author
    In Proceedings of the 14th International Conference on Computational Semantics (IWCS), Jun 2021
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    Generating Hypothetical Events for Abductive Inference
    Debjit Paul and Anette Frank
    In Proceedings of *SEM 2021: The Tenth Joint Conference on Lexical and Computational Semantics, Aug 2021

2020

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    Social Commonsense Reasoning with Multi-Head Knowledge Attention
    Debjit Paul and Anette Frank
    In Findings of the Association for Computational Linguistics: EMNLP 2020, Nov 2020

2019

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    Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling
    Debjit Paul, Mittul Singh, Michael A. Hedderich, and 1 more author
    In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop, Jun 2019
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    Ranking and Selecting Multi-Hop Knowledge Paths to Better Predict Human Needs
    Debjit Paul and Anette Frank
    In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers), Jun 2019