TRIM method reduces image tokens in multi-modal language models while maintaining performance.
Dingjie Song, Wenjun Wang, Shunian Chen
― 5 min read
Computer Science - Computation and Language
RSSAn overview of keyword spotting technologies and their challenges with the Urdu language.
Syed Muhammad Aqdas Rizvi
― 6 min read
This research enhances knowledge transfer between Kinyarwanda and Kirundi using multilingual models.
Harish Thangaraj, Ananya Chenat, Jaskaran Singh Walia
― 5 min read
A new method improves the efficiency of fine-tuning language models.
Md Kowsher, Nusrat Jahan Prottasha, Prakash Bhat
― 5 min read
GenCRF enhances search query reformulation for better user intent accuracy.
Wonduk Seo, Haojie Zhang, Yueyang Zhang
― 6 min read
Attention-Seeker improves keyphrase extraction using self-attention maps from language models.
Erwin D. López Z., Cheng Tang, Atsushi Shimada
― 8 min read
Introducing CREAM, a framework for effective meeting summary evaluations without reference texts.
Ziwei Gong, Lin Ai, Harshsaiprasad Deshpande
― 5 min read
Exploring how LLMs improve reasoning across various data types.
Shengsheng Qian, Zuyi Zhou, Dizhan Xue
― 7 min read
This study evaluates how AI models align with human decision-making in healthcare.
Isaac Kohane
― 7 min read
Exploring new methods for improved time series forecasting using Wasserstein loss.
Andrei Chernov
― 6 min read
VERA enhances the accuracy and relevance of language model responses.
Nitin Aravind Birur, Tanay Baswa, Divyanshu Kumar
― 5 min read
Examining how fine-tuning affects safety in language models across various tasks.
Essa Jan, Nouar AlDahoul, Moiz Ali
― 5 min read
A new approach to enhance transparency in AI responses and decision-making.
Christos Fragkathoulas, Odysseas S. Chlapanis
― 7 min read
Cobweb/4L enhances how machines learn language using an efficient approach.
Xin Lian, Nishant Baglodi, Christopher J. MacLellan
― 5 min read
Discover how preference alignment improves text-to-speech systems for better user experiences.
Jinchuan Tian, Chunlei Zhang, Jiatong Shi
― 5 min read
A new method for improving Arabic LLMs using structured knowledge for better answers.
Muhammad Asif Ali, Nawal Daftardar, Mutayyaba Waheed
― 5 min read
The ARTICLE framework improves data quality in natural language processing through self-consistency.
Sujan Dutta, Deepak Pandita, Tharindu Cyril Weerasooriya
― 6 min read
This article reveals differences in treatment of male and female candidates in interviews.
Somonnoy Banerjee, Sujan Dutta, Soumyajit Datta
― 5 min read
Research focuses on improving language models' ability to understand longer texts.
Yi Lu, Jing Nathan Yan, Songlin Yang
― 8 min read
Enhancing language models to communicate uncertainty can improve user trust and decision-making.
Arslan Chaudhry, Sridhar Thiagarajan, Dilan Gorur
― 6 min read
YORO simplifies SQL generation from natural language, enhancing efficiency and accuracy.
Hideo Kobayashi, Wuwei Lan, Peng Shi
― 6 min read
A framework merging extractive and abstractive methods for better Vietnamese document summaries.
Tuan-Cuong Vuong, Trang Mai Xuan, Thien Van Luong
― 5 min read
Linguini tests assess how well models reason with diverse languages.
Eduardo Sánchez, Belen Alastruey, Christophe Ropers
― 6 min read
A new method enhances freelancer and project matching efficiency across languages.
Warren Jouanneau, Marc Palyart, Emma Jouffroy
― 8 min read
A fresh benchmark improves assessment of paraphrase detection systems.
Andrianos Michail, Simon Clematide, Juri Opitz
― 5 min read
A novel model improves how language models think and respond.
Ningyuan Xi, Xiaoyu Wang, Yetao Wu
― 5 min read
NLP models help identify eligibility criteria for cancer clinical trials.
Yumeng Yang, Peter Krusche, Kristyn Pantoja
― 6 min read
New methods enhance language models for individual user preferences.
Jiongnan Liu, Yutao Zhu, Shuting Wang
― 6 min read
New method MEOW tackles unlearning sensitive data in LLMs without losing performance.
Tianle Gu, Kexin Huang, Ruilin Luo
― 5 min read
A look at improved methods for summarizing text efficiently.
Yuping Wu, Hao Li, Hongbo Zhu
― 6 min read
Examining how 2D and 3D gestures affect virtual character communication.
Téo Guichoux, Laure Soulier, Nicolas Obin
― 7 min read
Examining the role and accuracy of LLMs in legal research.
Rajaa El Hamdani, Thomas Bonald, Fragkiskos Malliaros
― 5 min read
A study measures how AI models understand human emotions through a structured framework.
Kanishk Gandhi, Zoe Lynch, Jan-Philipp Fränken
― 6 min read
TART enhances table reasoning tasks using specialized tools and large language models.
Xinyuan Lu, Liangming Pan, Yubo Ma
― 4 min read
Flare combines collaborative and content-based filtering for improved recommendations.
Liam Hebert, Marialena Kyriakidi, Hubert Pham
― 6 min read
A new method to enhance large language models' response to user instructions.
Pedro Luiz Silva, Antonio de Domenico, Ali Maatouk
― 2 min read
Improving patient-clinical trial matching through advanced technology.
Mael Jullien, Alex Bogatu, Harriet Unsworth
― 5 min read
This article reviews OpenAI's new coding models and their performance in web applications.
Yi Cui
― 5 min read
A fresh approach to training reward models enhances AI alignment with human preferences.
Tianqi Liu, Wei Xiong, Jie Ren
― 6 min read
A new method enhances how businesses personalize customer interactions using LLMs.
Jiarui Zhang
― 5 min read