A look into how word embeddings are analyzed using independent component analysis.
Momose Oyama, Hiroaki Yamagiwa, Hidetoshi Shimodaira
― 5 min read
Computer Science - Computation and Language
RSSThis article examines how training length affects learning rates in LLMs.
Johan Bjorck, Alon Benhaim, Vishrav Chaudhary
― 6 min read
New acoustic features enhance ASR systems' performance in noisy environments.
Muhammad A. Shah, Bhiksha Raj
― 4 min read
This method enhances the reliability of language model confidence scores.
Johnathan Xie, Annie S. Chen, Yoonho Lee
― 5 min read
This paper evaluates fairness issues in Retrieval-Augmented Generation methods.
Xuyang Wu, Shuowei Li, Hsin-Tai Wu
― 4 min read
CRScore offers an innovative evaluation method for assessing code review comments without human references.
Atharva Naik, Marcus Alenius, Daniel Fried
― 8 min read
A study reveals vulnerabilities of DNA models to adversarial attacks.
Hyunwoo Yoo
― 6 min read
A fresh approach enhances reliability in question answering systems.
Son Quoc Tran, Matt Kretchmar
― 6 min read
This study explores effective methods for generating synthetic data for language model training.
Yung-Chieh Chan, George Pu, Apaar Shanker
― 12 min read
NeuroMax enhances topic modeling efficiency and clarity with innovative techniques.
Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen
― 5 min read
Examining the impact of natural language processing on dementia detection and care.
Lotem Peled-Cohen, Roi Reichart
― 12 min read
Research shows synthetic data can enhance OCR error correction methods.
Jonathan Bourne
― 7 min read
A fresh method reveals how personality traits are formed through dialogue.
Lei Sun, Jinming Zhao, Qin Jin
― 5 min read
This article explores the psychological assessment of language models and their behavior.
Maor Reuben, Ortal Slobodin, Aviad Elyshar
― 9 min read
Combining global and local prompts enhances federated learning models while preserving data privacy.
Bikang Pan, Wei Huang, Ye Shi
― 6 min read
Improving relevance of search queries in dialogue systems through targeted strategies.
Ante Wang, Linfeng Song, Zijun Min
― 4 min read
This study examines how models summarize Nepali text effectively.
Prakash Dhakal, Daya Sagar Baral
― 5 min read
A new method for assessing AI-generated medical explanations using Proxy Tasks.
Iker De la Iglesia, Iakes Goenaga, Johanna Ramirez-Romero
― 5 min read
Enhancing language processing systems for better understanding of Spanish word meanings.
Pablo Ortega, Jordi Luque, Luis Lamiable
― 6 min read
A study on automatic detection of offensive language using modern techniques.
Vlad-Cristian Matei, Iulian-Marius Tăiatu, Răzvan-Alexandru Smădu
― 6 min read
A new framework enhances text normalization for Vietnamese social media language.
Dung Ha Nguyen, Anh Thi Hoang Nguyen, Kiet Van Nguyen
― 5 min read
Examining the difficulties in simplifying texts for better readability.
Abdullah Barayan, Jose Camacho-Collados, Fernando Alva-Manchego
― 7 min read
A systematic review of online sexism and misogyny research practices and findings.
Aditi Dutta, Susan Banducci, Chico Q. Camargo
― 6 min read
A dataset to classify programming tasks based on complexity for better resource allocation.
Areeg Fahad Rasheed, M. Zarkoosh, Safa F. Abbas
― 6 min read
Using AI to improve knowledge tracing and personalize learning experiences.
Hyeongdon Moon, Richard Davis, Seyed Parsa Neshaei
― 7 min read
Introducing MemSim, a tool for assessing memory effectiveness in language model assistants.
Zeyu Zhang, Quanyu Dai, Luyu Chen
― 5 min read
A study on improving NLP models for medical texts in Danish healthcare.
Vincent Beliveau, Helene Kaas, Martin Prener
― 4 min read
Innovative methods aim to make large language models more efficient and deployable.
Zining Zhang, Yao Chen, Bingsheng He
― 5 min read
New 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