A synthetic data approach for domain generalization of NLI models

A synthetic data approach for domain generalization of NLI models

19 February 2024

Mohammad Javad Hosseini

Papers citing "A synthetic data approach for domain generalization of NLI models"

11 / 11 papers shown

Title
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 59 0 0 02 May 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking Jabez Magomere Elena Kochkina Samuel Mensah Simerjot Kaur Charese Smiley 25 0 0 22 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 33 0 0 04 Apr 2025
Bonafide at LegalLens 2024 Shared Task: Using Lightweight DeBERTa Based Encoder For Legal Violation Detection and Resolution Shikha Bordia AILaw 32 0 0 30 Oct 2024
A Little Human Data Goes A Long Way Dhananjay Ashok Jonathan May SyDa 39 2 0 17 Oct 2024
Auto-GDA: Automatic Domain Adaptation for Efficient Grounding Verification in Retrieval-Augmented Generation Tobias Leemann Periklis Petridis G. Vietri Dionysis Manousakas Aaron Roth Sergul Aydore 45 0 0 04 Oct 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
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning Tu Vu Minh-Thang Luong Quoc V. Le Grady Simon Mohit Iyyer 120 60 0 13 Sep 2021
Evaluating Attribution in Dialogue Systems: The BEGIN Benchmark Nouha Dziri Hannah Rashkin Tal Linzen David Reitter ALM 187 79 0 30 Apr 2021
Understanding Factuality in Abstractive Summarization with FRANK: A Benchmark for Factuality Metrics Artidoro Pagnoni Vidhisha Balachandran Yulia Tsvetkov HILM 222 305 0 27 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,844 0 18 Apr 2021