A Closer Look at Claim Decomposition

18 March 2024

Benjamin Van Durme

Papers citing "A Closer Look at Claim Decomposition"

26 / 26 papers shown

Title
Decomposition Dilemmas: Does Claim Decomposition Boost or Burden Fact-Checking Performance? Qisheng Hu Quanyu Long Wenya Wang 325 7 0 17 Oct 2024
MiniCheck: Efficient Fact-Checking of LLMs on Grounding Documents Liyan Tang Philippe Laban Greg Durrett HILM SyDa 61 87 0 16 Apr 2024
Language Models with Conformal Factuality Guarantees Christopher Mohri Tatsunori Hashimoto HILM 150 40 0 15 Feb 2024
Fine-grained Hallucination Detection and Editing for Language Models Abhika Mishra Akari Asai Vidhisha Balachandran Yizhong Wang Graham Neubig Yulia Tsvetkov Hannaneh Hajishirzi HILM 56 80 0 12 Jan 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations Sihao Chen Hongming Zhang Tong Chen Ben Zhou Wenhao Yu Dian Yu Baolin Peng Hongwei Wang Dan Roth Dong Yu SSL 64 13 0 07 Nov 2023
FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation Sewon Min Kalpesh Krishna Xinxi Lyu M. Lewis Wen-tau Yih Pang Wei Koh Mohit Iyyer Luke Zettlemoyer Hannaneh Hajishirzi HILM ALM 113 649 0 23 May 2023
Complex Claim Verification with Evidence Retrieved in the Wild Jifan Chen Grace Kim Aniruddh Sriram Greg Durrett Eunsol Choi HILM 67 79 0 19 May 2023
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling Stella Biderman Hailey Schoelkopf Quentin G. Anthony Herbie Bradley Kyle O'Brien ... USVSN Sai Prashanth Edward Raff Aviya Skowron Lintang Sutawika Oskar van der Wal 76 1,231 0 03 Apr 2023
WiCE: Real-World Entailment for Claims in Wikipedia Ryo Kamoi Tanya Goyal Juan Diego Rodriguez Greg Durrett 47 84 0 02 Mar 2023
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron Thibaut Lavril Gautier Izacard Xavier Martinet Marie-Anne Lachaux ... Faisal Azhar Aurelien Rodriguez Armand Joulin Edouard Grave Guillaume Lample ALM PILM 933 12,840 0 27 Feb 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition Sihao Chen S. Buthpitiya Alex Fabrikant Dan Roth Tal Schuster 32 23 0 21 Dec 2022
Logical Reasoning with Span-Level Predictions for Interpretable and Robust NLI Models Joe Stacey Pasquale Minervini Haim Dubossarsky Marek Rei ReLM LRM 69 16 0 23 May 2022
Generating Literal and Implied Subquestions to Fact-check Complex Claims Jifan Chen Aniruddh Sriram Eunsol Choi Greg Durrett HILM 54 61 0 14 May 2022
Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks Yizhong Wang Swaroop Mishra Pegah Alipoormolabashi Yeganeh Kordi Amirreza Mirzaei ... Chitta Baral Yejin Choi Noah A. Smith Hannaneh Hajishirzi Daniel Khashabi ELM 101 822 0 16 Apr 2022
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization Alexander R. Fabbri Chien-Sheng Wu Wenhao Liu Caiming Xiong HILM 51 214 0 16 Dec 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 251 308 0 27 Apr 2021
AmbiFC: Fact-Checking Ambiguous Claims with Evidence Max Glockner Ieva Staliunaite James Thorne Gisela Vallejo Andreas Vlachos Iryna Gurevych 46 23 0 01 Apr 2021
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 44 273 0 23 Mar 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 65 135 0 09 Jan 2021
Evaluating Factuality in Generation with Dependency-level Entailment Tanya Goyal Greg Durrett 86 148 0 12 Oct 2020
Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline Ori Ernst Ori Shapira Ramakanth Pasunuru Michael Lepioshkin Jacob Goldberger Joey Tianyi Zhou Ido Dagan 86 28 0 01 Sep 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 74 390 0 07 May 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 69 478 0 08 Apr 2020
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 97 991 0 31 Oct 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 79 187 0 30 May 2019
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 187 1,390 0 31 May 2018