Evalica is a toolkit for reliable NLP model evaluation rankings.
Dmitry Ustalov
― 7 min read
Latest Articles for Natural Language Processing
Discover GLARE, a dataset transforming Arabic-language app reviews for developers.
Fatima AlGhamdi, Reem Mohammed, Hend Al-Khalifa
― 6 min read
Discover how Self-Debiasing Calibration improves category recognition in machine learning.
Wenbin An, Haonan Lin, Jiahao Nie
― 7 min read
Transforming how we manage long texts in language models.
Hongjin Qian, Zheng Liu, Peitian Zhang
― 5 min read
Learn how proper weighting improves AI performance in multitasking.
Hugo Monzón Maldonado, Thomas Möllenhoff, Nico Daheim
― 6 min read
Innovative pruning techniques make AI models more efficient and effective.
Xuan Shen, Zhao Song, Yufa Zhou
― 7 min read
New framework enhances natural language explanations for AI models, fostering user trust.
Shuzhou Yuan, Jingyi Sun, Ran Zhang
― 7 min read
New methods improve how AI describes images using language models.
Pingchuan Ma, Lennart Rietdorf, Dmytro Kotovenko
― 6 min read
Retrieval-Augmented Generation enhances language models by providing relevant data quickly.
Michael Shen, Muhammad Umar, Kiwan Maeng
― 9 min read
This study assesses how well language models recognize music entities in text.
Simon Hachmeier, Robert Jäschke
― 7 min read
A new method enhances how computers interpret text using event-based learning.
Tao Meng, Wei Ai, Jianbin Li
― 6 min read
A fresh approach to enhance instruction-following in language models.
Jiale Cheng, Xiao Liu, Cunxiang Wang
― 6 min read
A look at how unsupervised dependency parsing is transforming language processing.
Behzad Shayegh, Hobie H. -B. Lee, Xiaodan Zhu
― 5 min read
Discover how skip tuning enhances efficiency in vision-language models.
Shihan Wu, Ji Zhang, Pengpeng Zeng
― 7 min read
Glimpse offers a new way to spot AI-generated text effectively.
Guangsheng Bao, Yanbin Zhao, Juncai He
― 6 min read
Language models can sound confident yet be unreliable due to shortcut learning.
Geetanjali Bihani, Julia Rayz
― 7 min read
New techniques improve understanding of relationships in text data.
Khai Phan Tran, Wen Hua, Xue Li
― 6 min read
New methods make language models faster and more efficient for real-world tasks.
Jonathan Svirsky, Yehonathan Refael, Ofir Lindenbaum
― 6 min read
Discover a new way to express emotions through text.
Yarik Menchaca Resendiz, Roman Klinger
― 8 min read
Researchers reveal effective strategies for training Large Vision-Language Models.
Siyuan Wang, Dianyi Wang, Chengxing Zhou
― 9 min read
A new approach improves understanding of brief messages in various settings.
Gregor Donabauer, Udo Kruschwitz
― 6 min read
A new tool streamlines the annotation of event relations in texts.
Alon Eirew, Eviatar Nachshoni, Aviv Slobodkin
― 8 min read
A new framework for converting natural language into Cypher queries.
Aman Tiwari, Shiva Krishna Reddy Malay, Vikas Yadav
― 4 min read
Discover how these networks transform data handling with symmetries.
Edward Pearce-Crump, William J. Knottenbelt
― 6 min read
A new study shows curriculum learning enhances grammar correction in language models.
Tao Fang, Derek F. Wong, Lusheng Zhang
― 6 min read
New strategies help smaller AI models learn effectively from larger counterparts.
Vijay Goyal, Mustafa Khan, Aprameya Tirupati
― 7 min read
Discover the two-phase training method for improving large language models.
Steven Feng, Shrimai Prabhumoye, Kezhi Kong
― 8 min read
A deep dive into partitive nouns and their role in semantic role labeling.
Adam Meyers, Advait Pravin Savant, John E. Ortega
― 7 min read
Learn how keyword extraction streamlines information retrieval.
Matej Martinc, Hanh Thi Hong Tran, Senja Pollak
― 6 min read
A new model teaches computers to understand images using natural language.
Cong Wei, Yujie Zhong, Haoxian Tan
― 7 min read
Large language models advance document classification, reducing reliance on training data.
Anna Scius-Bertrand, Michael Jungo, Lars Vögtlin
― 8 min read
A fresh approach to improve large language models' performance.
Pengxiang Li, Lu Yin, Shiwei Liu
― 5 min read
Exploring complex word embeddings enhanced by quantum mechanics for better language understanding.
Carys Harvey, Stephen Clark, Douglas Brown
― 6 min read
Researchers develop a method to protect LLMs from harmful manipulations.
Minkyoung Kim, Yunha Kim, Hyeram Seo
― 6 min read
Discover how ModernBERT enhances language processing with speed and efficiency.
Benjamin Warner, Antoine Chaffin, Benjamin Clavié
― 7 min read
Large language models stumble on simple tasks like counting letters, raising questions about their abilities.
Tairan Fu, Raquel Ferrando, Javier Conde
― 7 min read
InCA helps models learn new tasks without forgetting old ones.
Saleh Momeni, Sahisnu Mazumder, Zixuan Ke
― 6 min read
Learn how AI models can continuously gain knowledge without forgetting past lessons.
Jiabao Qiu, Zixuan Ke, Bing Liu
― 7 min read
Learn how tokenisation helps computers understand human language.
Philip Whittington, Gregor Bachmann, Tiago Pimentel
― 6 min read
New framework improves text and image model integration for enhanced performance.
Weijia Shi, Xiaochuang Han, Chunting Zhou
― 5 min read