Utilizing smaller models to expedite training of larger language models.
Mohammad Samragh, Iman Mirzadeh, Keivan Alizadeh Vahid
― 5 min read
Computer Science - Computation and Language
RSSEnhancing translation accuracy for e-commerce product titles using innovative methods.
Bryan Zhang, Taichi Nakatani, Stephan Walter
― 5 min read
An overview of ADHD, its causes, symptoms, and effective treatment options.
Hakan T. Otal, Stephen V. Faraone, M. Abdullah Canbaz
― 3 min read
A detailed examination of sentiment analysis methods and their applications online.
Muhammad Raees, Samina Fazilat
― 6 min read
MEXMA improves sentence representation across languages, enhancing multilingual communication tools.
João Maria Janeiro, Benjamin Piwowarski, Patrick Gallinari
― 6 min read
Exploring effective methods for identifying product features in e-commerce.
Kassem Sabeh, Mouna Kacimi, Johann Gamper
― 6 min read
An overview of the unique issues faced by lower-resource languages and potential solutions.
Aditya Joshi, Diptesh Kanojia, Heather Lent
― 6 min read
SciLead streamlines the construction of scientific leaderboards through automation.
Furkan Şahinuç, Thy Thy Tran, Yulia Grishina
― 7 min read
Michelangelo evaluates language models on their ability to reason through long contexts.
Kiran Vodrahalli, Santiago Ontanon, Nilesh Tripuraneni
― 4 min read
A new framework enhances speech recognition by modeling sound relationships effectively.
Zheng Nan, Ting Dang, Vidhyasaharan Sethu
― 4 min read
Juhaina is a new language model for Arabic and English speakers that respects cultural contexts.
Zhaozhi Qian, Faroq Altam, Muhammad Alqurishi
― 5 min read
A new framework enhances how language models engage through iterative prompts.
Santosh Kumar Radha, Yasamin Nouri Jelyani, Ara Ghukasyan
― 8 min read
Exploring how brain responses affect our understanding of language.
Jiaxuan Li, Richard Futrell
― 6 min read
A new approach speeds up processing in large language models for better performance.
Junlin Lv, Yuan Feng, Xike Xie
― 5 min read
A new method enhances language model performance by streamlining external information.
Dongwon Jung, Qin Liu, Tenghao Huang
― 7 min read
A new method improves detection of inaccuracies in language models.
Satoshi Munakata, Taku Fukui, Takao Mohri
― 2 min read
Learn how preference tuning aligns models with human feedback.
Genta Indra Winata, Hanyang Zhao, Anirban Das
― 4 min read
A tool to assess language models' relevance and appropriateness in Filipino contexts.
Jann Railey Montalan, Jian Gang Ngui, Wei Qi Leong
― 5 min read
Investigating the link between role-play and biases in language models.
Jinman Zhao, Zifan Qian, Linbo Cao
― 6 min read
Examining the understanding and output accuracy of language models.
Jinman Zhao, Xueyan Zhang, Xingyu Yue
― 5 min read
Researchers use language models to simplify vocabulary learning with mnemonics.
Jaewook Lee, Hunter McNichols, Andrew Lan
― 6 min read
This study examines how personalized stories engage diverse readers.
Sarfaroz Yunusov, Hamza Sidat, Ali Emami
― 5 min read
Research shows how auxiliary functions enhance code generation in instruction-tuned models.
Seonghyeon Lee, Suyeon Kim, Joonwon Jang
― 4 min read
A new model improves processing and analysis of Sanskrit text.
Sebastian Nehrdich, Oliver Hellwig, Kurt Keutzer
― 4 min read
Research explores advanced models for analyzing historical Greek documents.
Eric Cullhed
― 5 min read
Researchers introduce the STOP dataset to analyze bias in language models.
Robert Morabito, Sangmitra Madhusudan, Tyler McDonald
― 5 min read
Introducing a framework to improve text classification for unfamiliar data.
Yuxuan Hu, Chenwei Zhang, Min Yang
― 7 min read
Innovative techniques enhance music-text model training with limited resources.
Ilaria Manco, Justin Salamon, Oriol Nieto
― 7 min read
Examining how LLMs are changing writing and speaking in academic settings.
Mingmeng Geng, Caixi Chen, Yanru Wu
― 6 min read
Robots can now answer questions using long-term memory.
Abrar Anwar, John Welsh, Joydeep Biswas
― 6 min read
This article examines new approaches to enhance LLMs using loss functions from computer vision.
Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto
― 6 min read
SemDI enhances accuracy in identifying event causality using context.
Haoran Li, Qiang Gao, Hongmei Wu
― 5 min read
MaPPER offers a new method for efficient image-text understanding.
Ting Liu, Zunnan Xu, Yue Hu
― 5 min read
Research evaluates how well technology interprets satirical images.
Abhilash Nandy, Yash Agarwal, Ashish Patwa
― 4 min read
An automated approach improves log analysis and fault diagnosis in online services.
Junjie Huang, Zhihan Jiang, Jinyang Liu
― 7 min read
A new approach enhances narrative depth by focusing on character representation.
Danyang Liu, Mirella Lapata, Frank Keller
― 6 min read
Researchers develop methods for better automated data wrangling code through context-rich examples.
Junjie Huang, Daya Guo, Chenglong Wang
― 6 min read
A new method helps language models forget specific information effectively.
Anmol Mekala, Vineeth Dorna, Shreya Dubey
― 6 min read
Research develops systems that adapt to various question types for better responses.
Mohanna Hoveyda, Arjen P. de Vries, Maarten de Rijke
― 6 min read
This research enhances SAR robots by integrating human input into their learning processes.
Dimitrios Panagopoulos, Adolfo Perrusquia, Weisi Guo
― 7 min read