Innovative methods aim to make large language models more efficient and deployable.
Zining Zhang, Yao Chen, Bingsheng He
― 5 min read
Computer Science - Computation and Language
RSSNew training method improves LLM safety and performance.
Lei Yu, Virginie Do, Karen Hambardzumyan
― 7 min read
Exploring improvements in translation quality through preference-based methods and metrics.
Hippolyte Gisserot-Boukhlef, Ricardo Rei, Emmanuel Malherbe
― 5 min read
This study enhances sentiment analysis through zero-shot methods across multiple languages.
Luka Andrenšek, Boshko Koloski, Andraž Pelicon
― 6 min read
A method for building knowledge graphs to support better choices in technology.
Frank Wawrzik, Matthias Plaue, Savan Vekariya
― 5 min read
TROPE enhances image captions by focusing on object parts for better detail.
Joshua Feinglass, Yezhou Yang
― 5 min read
This study examines how language models behave in financial decision-making scenarios.
Claudia Biancotti, Carolina Camassa, Andrea Coletta
― 6 min read
Robots can help identify and manage hazards at home.
Zirui Song, Guangxian Ouyang, Meng Fang
― 6 min read
This study explores how LLMs assist developers in grasping quantum algorithms effectively.
Giordano d'Aloisio, Sophie Fortz, Carol Hanna
― 6 min read
AutoGLM simplifies interactions with technology, enhancing everyday tasks efficiently.
Xiao Liu, Bo Qin, Dongzhu Liang
― 6 min read
AI is transforming healthcare by enhancing patient care and reducing workloads.
Zifeng Wang, Hanyin Wang, Benjamin Danek
― 6 min read
A new system detects regional discrimination in Vietnamese online comments.
An Nghiep Huynh, Thanh Dat Do, Trong Hop Do
― 7 min read
This article discusses improving AI language models to solve math problems accurately.
Amogh Akella
― 6 min read
New methods enhance document categorization and answer extraction for researchers.
Parvez Zamil, Gollam Rabby, Md. Sadekur Rahman
― 6 min read
LinChain offers a fresh way to fine-tune large language models efficiently.
Yulong Wang, Chang Zuo, Yin Xuan
― 6 min read
A dataset aims to keep meetings on track and productive.
Yaran Fan, Jamie Pool, Senja Filipi
― 5 min read
This article discusses the benefits of using PT-PEFT for smart machine learning models.
Donghoon Kim, Gusang Lee, Kyuhong Shim
― 7 min read
A new approach to predict socioeconomic indicators using LBSN data.
Zhilun Zhou, Jingyang Fan, Yu Liu
― 6 min read
Examining the impact of LLMs on research practices and ethical concerns.
Zhehui Liao, Maria Antoniak, Inyoung Cheong
― 5 min read
DemoCraft improves code generation from natural language using smart example selection.
Nirmal Joshua Kapu, Mihit Sreejith
― 7 min read
This article discusses how models improve their reasoning through self-training and learning from mistakes.
Kanzhi Cheng, Yantao Li, Fangzhi Xu
― 6 min read
VeriDistill uses machine learning to improve circuit design efficiency and accuracy.
Reza Moravej, Saurabh Bodhe, Zhanguang Zhang
― 6 min read
Exploring how LastBERT aids in understanding ADHD severity through social media text.
Ahmed Akib Jawad Karim, Kazi Hafiz Md. Asad, Md. Golam Rabiul Alam
― 8 min read
Exploring how smaller models struggle with inaccuracies from larger counterparts.
Phil Wee, Riyadh Baghdadi
― 6 min read
A new method boosts content summaries focused on specific questions using Learning-to-Rank.
Sajad Sotudeh, Nazli Goharian
― 8 min read
RAG 2.0 improves accuracy in medical language models for better patient care.
Jiwoong Sohn, Yein Park, Chanwoong Yoon
― 7 min read
LLM-Ref aids researchers in crafting clearer, well-structured papers effortlessly.
Kazi Ahmed Asif Fuad, Lizhong Chen
― 6 min read
A look into membership inference attacks and their relevance in data privacy.
Haritz Puerto, Martin Gubri, Sangdoo Yun
― 6 min read
Schema Augmentation enhances Dialogue State Tracking in virtual assistants for better user experiences.
Christopher Richardson, Roshan Sharma, Neeraj Gaur
― 8 min read
Introducing a method to better predict severe weather events using diverse data.
Haobo Li, Zhaowei Wang, Jiachen Wang
― 6 min read
A new framework enhances emotional expression in TTS systems.
Kun Zhou, You Zhang, Shengkui Zhao
― 5 min read
Investigating connections between language models and brain responses during story listening.
Eunji Kim, Sriya Mantena, Weiwei Yang
― 6 min read
A tool designed to improve language models' problem-solving skills efficiently.
Bin Lei, Yuchen Li, Yiming Zeng
― 7 min read
This study examines self-consistency's effectiveness in processing long texts with LLMs.
Adam Byerly, Daniel Khashabi
― 6 min read
Discover how emojis can bypass AI language model safety measures.
Zhipeng Wei, Yuqi Liu, N. Benjamin Erichson
― 5 min read
A new method helps machines understand text better by reducing confusion.
Yuqing Zhou, Ziwei Zhu
― 10 min read
Exploring advancements in sequence prediction and its practical applications.
Annie Marsden, Evan Dogariu, Naman Agarwal
― 8 min read
A new approach blends simplicity and effectiveness in text analysis tools.
Catherine Moez
― 5 min read
ReSpAct improves how agents communicate, making tasks easier and clearer.
Vardhan Dongre, Xiaocheng Yang, Emre Can Acikgoz
― 5 min read
LibMoE simplifies the use of Mixture of Experts in AI research.
Nam V. Nguyen, Thong T. Doan, Luong Tran
― 9 min read