CodeLutra teaches models to learn from their successes and failures.
Leitian Tao, Xiang Chen, Tong Yu
― 7 min read
Computer Science - Computation and Language
RSSAn overview of the strengths and flaws in today's Vision-Language Models.
Siting Li, Pang Wei Koh, Simon Shaolei Du
― 6 min read
A new method helps robots improve decision-making by using past knowledge.
Joey Hong, Anca Dragan, Sergey Levine
― 7 min read
New methods simplify chest X-ray reports for improved patient diagnosis.
Daniel C. Castro, Aurelia Bustos, Shruthi Bannur
― 7 min read
This study highlights the vital role of precise captions in model training.
Sheng Cheng, Maitreya Patel, Yezhou Yang
― 6 min read
Learn about named entity recognition and its impact on data processing.
Monica Munnangi
― 6 min read
AI makes FMEA creation faster and more efficient for critical industries.
Karol Lynch, Fabio Lorenzi, John Sheehan
― 6 min read
Comparing BERT and GPT for effective text classification in political research.
Yu Wang, Wen Qu, Xin Ye
― 7 min read
Assessing language models' understanding of proverbs in low-resource languages.
Israel Abebe Azime, Atnafu Lambebo Tonja, Tadesse Destaw Belay
― 5 min read
A look at SuffixDecoding and its impact on language model efficiency.
Gabriele Oliaro, Zhihao Jia, Daniel Campos
― 5 min read
Assessing AI's effectiveness in predicting medical conditions through advanced language models.
Yanjun Gao, Skatje Myers, Shan Chen
― 6 min read
This piece explores text classification methods and the role of stylometry in authorship.
Gideon Yoffe, Nachum Dershowitz, Ariel Vishne
― 4 min read
Researchers build a large knowledge base using a language model and face challenges.
Yujia Hu, Shrestha Ghosh, Tuan-Phong Nguyen
― 5 min read
A new method improves computer understanding of sentences.
Manuel Frank, Haithem Afli
― 5 min read
New methods improve communication tools for individuals with speech difficulties.
Macarious Hui, Jinda Zhang, Aanchan Mohan
― 7 min read
New methods improve the accuracy of large language models.
Fujie Zhang, Peiqi Yu, Biao Yi
― 6 min read
Researchers investigate the effectiveness of Classical Chinese in reading historical Korean and Japanese texts.
Seyoung Song, Haneul Yoo, Jiho Jin
― 4 min read
LuxBank aims to enhance research on Luxembourgish through a structured treebank.
Alistair Plum, Caroline Döhmer, Emilia Milano
― 6 min read
Researchers are improving how computers handle math through structured approaches.
Xingyu Lu, Yuhang Hu, Changyi Liu
― 4 min read
A dual approach to analyze Vietnamese readability combining numbers and meaning.
Hung Tuan Le, Long Truong To, Manh Trong Nguyen
― 7 min read
A new dataset aims to improve speech translation in Indian languages.
Sparsh Jain, Ashwin Sankar, Devilal Choudhary
― 6 min read
Discover strategies to speed up and improve data labeling processes.
Ekaterina Artemova, Akim Tsvigun, Dominik Schlechtweg
― 7 min read
FASSILA dataset aims to combat misinformation and analyze sentiments in Algerian dialect.
Amin Abdedaiem, Abdelhalim Hafedh Dahou, Mohamed Amine Cheragui
― 6 min read
The Tibyan Corpus offers a new way to enhance Arabic grammar learning.
Ahlam Alrehili, Areej Alhothali
― 11 min read
A new approach improves clarity in computer language models.
Rohan Kumar Yadav, Bimal Bhattarai, Abhik Jana
― 5 min read
This study reveals the benefits of grouping similar words for language understanding.
Xinyu Zhang, Jing Lu, Vinh Q. Tran
― 7 min read
Learn how to maintain language models' knowledge in a changing world.
Jared Fernandez, Yonatan Bisk, Emma Strubell
― 6 min read
Discover how ACCIO improves table understanding through innovative comparisons.
Whanhee Cho
― 6 min read
New techniques improve understanding of complex financial documents for better insights.
Shalin Shah, Srikanth Ryali, Ramasubbu Venkatesh
― 5 min read
Learn how context improves chatbot responses and user experience.
Jeanfranco D. Farfan-Escobedo, Julio C. Dos Reis
― 7 min read
A look into using technology to combat cyberbullying on social media.
Arvapalli Sai Susmitha, Pradeep Pujari
― 7 min read
A training method helps language models focus on essential information.
Zijun Wu, Bingyuan Liu, Ran Yan
― 5 min read
New methods improve text event detection and extraction.
Jiaren Peng, Hongda Sun, Wenzhong Yang
― 7 min read
Recycled Attention offers a solution for faster language model responses.
Fangyuan Xu, Tanya Goyal, Eunsol Choi
― 6 min read
This article examines how large language models can help identify false political information.
Veronica Chatrath, Marcelo Lotif, Shaina Raza
― 7 min read
A new benchmark assesses models for verifying financial claims in complex documents.
Yilun Zhao, Yitao Long, Yuru Jiang
― 7 min read
A new method to verify claims and find reliable information online.
Christopher Malon
― 5 min read
A look at how VLM improves robot navigation tasks.
Dylan Goetting, Himanshu Gaurav Singh, Antonio Loquercio
― 8 min read
FisherMask enhances deep learning models by prioritizing essential data samples.
Shreen Gul, Mohamed Elmahallawy, Sanjay Madria
― 6 min read
Using language models to assess the accuracy of image descriptions.
Jia-Hong Huang, Hongyi Zhu, Yixian Shen
― 6 min read