Latest Articles for Natural Language Processing

Computer Vision and Pattern Recognition DIR Method: Transforming Image Captioning

A new approach to improve image-to-text descriptions.

Hao Wu, Zhihang Zhong, Xiao Sun

2025-04-29T04:58:30+00:00 ― 7 min read

Machine Learning Detecting Memorization in Language Models

Learn how researchers identify memorization in large language models for better understanding.

Eduardo Slonski

2025-04-28T15:45:45+00:00 ― 8 min read

Digital Libraries AI Research: Shifts, Trends, and Future Directions

Stay updated on the latest in AI research, models, and trends.

Christoph Leiter, Jonas Belouadi, Yanran Chen

2025-04-26T23:29:45+00:00 ― 7 min read

Computation and Language Shining a Light on Low-Resource Languages with NER

Researchers advance Named Entity Recognition for Sinhala and Tamil languages.

Surangika Ranathunga, Asanka Ranasinghea, Janaka Shamala

2025-04-26T07:08:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition COSMOS: Bridging Vision and Language

COSMOS enhances AI's ability to understand images and text together.

Sanghwan Kim, Rui Xiao, Mariana-Iuliana Georgescu

2025-04-25T14:46:45+00:00 ― 7 min read

Computation and Language Speeding Up Language Models with PLD+

PLD+ enhances the efficiency of large language models during text generation.

Shwetha Somasundaram, Anirudh Phukan, Apoorv Saxena

2025-04-24T02:55:00+00:00 ― 4 min read

Software Engineering Innovative Use of LLMs for Code Summarization Evaluation

Large Language Models enhance code summarization assessments with creative evaluations.

Yang Wu, Yao Wan, Zhaoyang Chu

2025-04-23T14:57:45+00:00 ― 6 min read

Computation and Language ReAct: Transforming Task-Oriented Dialogue with LLMs

Discover how ReAct strategies enhance conversation systems.

Michelle Elizabeth, Morgan Veyret, Miguel Couceiro

2025-04-23T01:45:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition NLPrompt: Advancing Vision-Language Models

A new method to enhance learning in vision-language models dealing with noisy data.

Bikang Pan, Qun Li, Xiaoying Tang

2025-04-23T01:07:15+00:00 ― 7 min read

Computation and Language Enhancing Function Calling in Language Models

Discover how researchers improve smart assistants with function calling techniques.

Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu

2025-04-22T14:25:30+00:00 ― 5 min read

Machine Learning New Insights into Multi-Layer Transformers

Research reveals key limits and capabilities of multi-layer Transformers in language tasks.

Lijie Chen, Binghui Peng, Hongxun Wu

2025-04-22T06:52:30+00:00 ― 6 min read

Computer Vision and Pattern Recognition Tackling Hallucinations in Vision-Language Models

Researchers find ways to reduce inaccuracies in large vision-language models.

Po-Hsuan Huang, Jeng-Lin Li, Chin-Po Chen

2025-04-22T03:43:45+00:00 ― 7 min read

Computation and Language Improving Turkish Text Clarity with AI

AI models enhance punctuation and capitalization for Turkish texts.

Abdulkader Saoud, Mahmut Alomeyr, Himmet Toprak Kesgin

2025-04-21T01:23:42+00:00 ― 6 min read

Computation and Language Enhancing Reliability in RAG Systems

Discover how Comparative RAG systems improve answer accuracy.

Joel Suro

2025-04-20T08:32:33+00:00 ― 6 min read

Computation and Language Large Language Models Transform Sentiment Analysis

Discover how LLMs enhance Aspect-Based Sentiment Analysis for better insights.

Changzhi Zhou, Dandan Song, Yuhang Tian

2025-04-19T08:28:03+00:00 ― 6 min read

Computer Vision and Pattern Recognition Real-Time Event Detection with Natural Language

New methods improve machine understanding of video events using natural language queries.

Cristobal Eyzaguirre, Eric Tang, Shyamal Buch

2025-04-17T09:07:12+00:00 ― 8 min read

Artificial Intelligence Knowledge-CLIP: A New Ally for Image-Text Matching

Knowledge-CLIP improves image and text alignment through advanced learning strategies.

Kuei-Chun Kao

2025-04-16T21:53:06+00:00 ― 6 min read

Computation and Language The Role of Reinforcement Learning in Shaping Large Language Models

Discover how reinforcement learning refines large language models for better human interaction.

Shuhe Wang, Shengyu Zhang, Jie Zhang

2025-04-13T21:39:36+00:00 ― 8 min read

Computation and Language Revolutionizing Long Context Processing in LLMs

New frameworks enhance long text management for language models.

Hongyin Tang, Di Xiu, Lanrui Wang

2025-04-13T19:15:09+00:00 ― 9 min read

Machine Learning The Learning Curve of Language Models

How language models improve their understanding of grammar and sentence structures.

Tian Qin, Naomi Saphra, David Alvarez-Melis

2025-04-12T21:35:06+00:00 ― 8 min read

Computer Vision and Pattern Recognition Bridging Vision and Language: A New Approach

Research shows how vision and language models can work together more effectively.

Le Zhang, Qian Yang, Aishwarya Agrawal

2025-04-12T20:46:57+00:00 ― 6 min read

Machine Learning The Secrets of Language Models Revealed

Discover how language models learn and generalize knowledge.

Jiahai Feng, Stuart Russell, Jacob Steinhardt

2025-04-12T19:58:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing AI: Vision Meets Language

Florence-2 and DBFusion redefine how machines interpret images and text.

Jiuhai Chen, Jianwei Yang, Haiping Wu

2025-04-11T23:06:54+00:00 ― 7 min read

Artificial Intelligence Bench-CoE: The Future of Language Model Collaboration

A new framework enhances LLM performance through expert collaboration and smart task routing.

Yuanshuai Wang, Xingjian Zhang, Jinkun Zhao

2025-04-10T19:01:39+00:00 ― 6 min read

Computation and Language Diversity in Few-Shot Relation Classification

Research shows diversity in training data is key for better model performance.

Amir DN Cohen, Shauli Ravfogel, Shaltiel Shmidman

2025-04-08T05:14:06+00:00 ― 8 min read

Machine Learning IterNorm: Transforming Data Normalization in AI

Discover how IterNorm improves data normalization for efficient AI language models.

ChangMin Ye, Yonguk Sim, Youngchae Kim

2025-04-05T05:48:45+00:00 ― 7 min read

Computation and Language Transformers and Uncertainty in AI: A Deep Dive

Exploring how transformers can express uncertainty to improve AI reliability.

Greyson Brothers, Willa Mannering, Amber Tien

2025-04-04T19:22:48+00:00 ― 6 min read

Computer Vision and Pattern Recognition Machines Learning to Navigate with Language

Research focuses on teaching machines to follow spoken and written navigation instructions.

Gengze Zhou, Yicong Hong, Zun Wang

2025-04-03T13:41:15+00:00 ― 6 min read

Computation and Language SparseAccelerate: Speeding Up Language Models

A new method to enhance long text processing in language models.

James Vo

2025-04-03T04:03:27+00:00 ― 7 min read

Computation and Language Boosting Language Models with Syntactic and Semantic Insights

Research shows adding structure and meaning enhances language model accuracy.

Anton Bulle Labate, Fabio Gagliardi Cozman

2025-04-02T16:01:12+00:00 ― 5 min read

Computation and Language The Impact of Human Feedback on Language Models

Learn how human feedback shapes AI language model responses.

Zhenyu Hou, Pengfan Du, Yilin Niu

2025-04-02T03:58:57+00:00 ― 8 min read

Computation and Language Sentiment Analysis in Turkish: Insights and Challenges

Exploring the emotional landscape of Turkish texts through sentiment analysis.

Şevval Çakıcı, Dilara Karaduman, Mehmet Akif Çırlan

2025-04-02T01:34:30+00:00 ― 6 min read

Computation and Language Agents Team Up for Smart Database Queries

Discover how multi-agent systems simplify Text-to-SQL tasks.

Zhiguang Wu, Fengbin Zhu, Xuequn Shang

2025-04-01T15:08:33+00:00 ― 8 min read

Machine Learning How Language Models Shift: A Deep Dive into BKT Transitions

Explore the connections between language models and physical phenomena in an engaging way.

Yuma Toji, Jun Takahashi, Vwani Roychowdhury

2025-03-31T09:43:04+00:00 ― 9 min read

Computation and Language Defensive Dual Masking: Strengthening Language Models Against Adversarial Attacks

A new method enhances language models, making them more resistant to adversarial tricks.

Wangli Yang, Jie Yang, Yi Guo

2025-03-31T06:14:24+00:00 ― 6 min read

Computer Vision and Pattern Recognition GPE: The Future of Vision-Language Models

A new method enhances how models understand images and text.

Donggeun Kim, Yujin Jo, Myungjoo Lee

2025-03-31T05:26:15+00:00 ― 9 min read

Computation and Language New Method Transforms Question Answering

A fresh approach enhances complex question answering with multimodal data.

Amirhossein Abaskohi, Spandana Gella, Giuseppe Carenini

2025-03-30T23:01:03+00:00 ― 8 min read

Computer Vision and Pattern Recognition Machines That Talk: The Image-Text Challenge

Discover how AI connects images and text in a groundbreaking way.

Alessandro Serra, Francesco Ortu, Emanuele Panizon

2025-03-29T12:30:36+00:00 ― 5 min read

Computer Vision and Pattern Recognition iLLaVA: Speeding Up AI with Smart Token Management

iLLaVA makes AI models faster while keeping vital information intact.

Lianyu Hu, Fanhua Shang, Liang Wan

2025-03-27T22:47:33+00:00 ― 6 min read

Computation and Language Bridging Everyday Language and Graph Databases

Learn how NL2GQL makes data querying easier for everyone.

Yuanyuan Liang, Tingyu Xie, Gan Peng

2025-03-27T10:45:18+00:00 ― 6 min read