A new method enhances model tuning efficiency using signal-to-noise ratio metrics.
Haolin Chen, Philip N. Garner
― 6 min read
Computer Science - Computation and Language
RSSNew advancements in language databases enhance comparative studies across global languages.
Aditya Khan, Mason Shipton, David Anugraha
― 6 min read
A new framework enhances video-language dataset quality through iterative refinement.
Xiao Wang, Jianlong Wu, Zijia Lin
― 5 min read
This study examines the influence of LLMs in various disciplines beyond computer science.
Aniket Pramanick, Yufang Hou, Saif M. Mohammad
― 6 min read
An analysis of summarization evaluation metrics and their effectiveness in real applications.
Xiang Dai, Sarvnaz Karimi, Biaoyan Fang
― 10 min read
A look into the contributions shaping the NLP field over time.
Aniket Pramanick, Yufang Hou, Saif M. Mohammad
― 6 min read
Exploring how large language models can mislead users in medical advice.
Vibhor Agarwal, Yiqiao Jin, Mohit Chandra
― 4 min read
HealthQ evaluates AI's ability to ask questions in patient care.
Ziyu Wang, Hao Li, Di Huang
― 7 min read
MedCLIP-SAMv2 improves tumor detection using advanced segmentation techniques and minimal labeled data.
Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz
― 5 min read
Examining how training data impacts language model outputs and safety measures.
Sachin Kumar
― 6 min read
AI technology improves medication extraction accuracy and speed in healthcare.
Pablo Romero, Lifeng Han, Goran Nenadic
― 6 min read
A new method offers quick performance estimations for fine-tuning language models.
Dongyue Li, Ziniu Zhang, Lu Wang
― 4 min read
A deep look into researchers’ views on using language models in qualitative studies.
Shivani Kapania, William Agnew, Motahhare Eslami
― 17 min read
Learn how EMG-RAG enhances personal memory management for user agents.
Zheng Wang, Zhongyang Li, Zeren Jiang
― 5 min read
Learn how machine learning models can improve when facing new and unseen data.
Zongbo Han, Jialong Yang, Junfan Li
― 7 min read
Exploring methods to improve multimodal models in breaking down visual questions.
Haowei Zhang, Jianzhe Liu, Zhen Han
― 6 min read
This study explores how echo chambers shape opinions and potential solutions.
Chenxi Wang, Zongfang Liu, Dequan Yang
― 5 min read
New methods improve speech recognition for low-resource languages without text.
Krithiga Ramadass, Abrit Pal Singh, Srihari J
― 4 min read
This research introduces a method to study language in extremist online communities.
Christine de Kock
― 9 min read
A new method enhances ease of understanding through effective sentence simplification.
Tatsuya Zetsu, Yuki Arase, Tomoyuki Kajiwara
― 4 min read
New methods enhance accuracy in speech recognition systems using phonetic understanding.
Leonid Velikovich, Christopher Li, Diamantino Caseiro
― 5 min read
This research examines how extremist online groups shape language and behavior over time.
Christine de Kock
― 6 min read
A new method enhances accuracy and clarity in diagram creation from academic texts.
Ishani Mondal, Zongxia Li, Yufang Hou
― 5 min read
A look into how word embeddings are analyzed using independent component analysis.
Momose Oyama, Hiroaki Yamagiwa, Hidetoshi Shimodaira
― 5 min read
This 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