A Closer Look at Claim Decomposition

A Closer Look at Claim Decomposition

18 March 2024

Zhengping Jiang

Benjamin Van Durme

Papers citing "A Closer Look at Claim Decomposition"

15 / 15 papers shown

Title
Bonsai: Interpretable Tree-Adaptive Grounded Reasoning Kate Sanders Benjamin Van Durme LRM 34 1 0 04 Apr 2025
BOOST: Bootstrapping Strategy-Driven Reasoning Programs for Program-Guided Fact-Checking Qisheng Hu Quanyu Long Wenya Wang LRM 49 0 0 03 Apr 2025
WikiVideo: Article Generation from Multiple Videos Alexander Martin Reno Kriz William Walden Kate Sanders Hannah Recknor Eugene Yang Francis Ferraro Benjamin Van Durme DiffM VGen 54 1 0 01 Apr 2025
Optimizing Decomposition for Optimal Claim Verification Yining Lu Noah Ziems Hy Dang Meng-Long Jiang 56 0 0 19 Mar 2025
Conformal Linguistic Calibration: Trading-off between Factuality and Specificity Zhengping Jiang Anqi Liu Benjamin Van Durme 84 1 0 26 Feb 2025
Cross-Document Event-Keyed Summarization William Walden Pavlo Kuchmiichuk Alexander Martin Chihsheng Jin Angela Cao Claire Sun Curisia Allen Aaron Steven White RALM 28 0 0 18 Oct 2024
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? Qisheng Hu Quanyu Long Wenya Wang 69 4 0 17 Oct 2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization Catarina G. Belem Pouya Pezeskhpour Hayate Iso Seiji Maekawa Nikita Bhutani Estevam R. Hruschka HILM 65 1 0 17 Oct 2024
A Claim Decomposition Benchmark for Long-form Answer Verification Zhihao Zhang Yixing Fan Ruqing Zhang J. Guo HILM 28 0 0 16 Oct 2024
Molecular Facts: Desiderata for Decontextualization in LLM Fact Verification Anisha Gunjal Greg Durrett HILM 44 13 0 28 Jun 2024
Scalable and Domain-General Abstractive Proposition Segmentation Mohammad Javad Hosseini Yang Gao Tim Baumgärtner Alex Fabrikant Reinald Kim Amplayo 31 0 0 28 Jun 2024
VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation Yixiao Song Yekyung Kim Mohit Iyyer HILM 32 23 0 27 Jun 2024
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings R. Reddy Omar Attia Yunyao Li Heng Ji Saloni Potdar 32 1 0 23 May 2024
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 215 305 0 27 Apr 2021
Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language Processing Minh Nguyen Viet Dac Lai Amir Pouran Ben Veyseh Thien Huu Nguyen 44 131 0 09 Jan 2021