Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Modelsby Jongyoon Song, Nohil Park, Bongkyu Hwang,…
Text Role Classification in Scientific Charts Using Multimodal Transformersby Hye Jin Kim, Nicolas Lell, Ansgar…
Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasksby Minju Seo, Jinheon Baek, James Thorne, Sung Ju…
CounterCurate: Enhancing Physical and Semantic Visio-Linguistic Compositional Reasoning via Counterfactual Examplesby Jianrui Zhang, Mu Cai,…
Enhancing Node Representations for Real-World Complex Networks with Topological Augmentationby Xiangyu Zhao, Zehui Li, Mingzhu…
Regularization by denoising: Bayesian model and Langevin-within-split Gibbs samplingby Elhadji C. Faye, Mame Diarra Fall,…
Revisiting Data Augmentation in Deep Reinforcement Learningby Jianshu Hu, Yunpeng Jiang, Paul WengFirst submitted to…
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text?by Shubhashis…
Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalanceby Chiraag Kaushik, Ran Liu, Chi-Heng…
A Practical Method for Generating String Counterfactualsby Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli RavfogelFirst…