Latest Articles for Natural Language Processing

Computation and Language Improving Text Classification with ConNHS

ConNHS offers a smart solution to text classification challenges.

Wei Ai, Jianbin Li, Ze Wang

2025-05-09T05:54:40+00:00 ― 7 min read

Computation and Language Testing Automatic Metrics for Summary Accuracy

This study evaluates the effectiveness of automatic metrics in measuring summary accuracy.

Sanjana Ramprasad, Byron C. Wallace

2025-05-09T00:50:40+00:00 ― 5 min read

Computation and Language Improving Language Models with Document Structure

Research shows structured documents enhance language model performance and understanding.

Kaustubh Ponkshe, Venkatapathy Subramanian, Natwar Modani

2025-05-09T00:00:00+00:00 ― 5 min read

Computation and Language Understanding Linear Text Segmentation Techniques

A look into methods and challenges in segmenting text by topics.

Iacopo Ghinassi, Lin Wang, Chris Newell

2025-05-08T23:09:20+00:00 ― 7 min read

Computation and Language Enhancing Language Models with Knowledge Graphs

Learn how knowledge-enhanced language models improve accuracy and reliability.

Alexander Fichtl, Juraj Vladika, Georg Groh

2025-05-08T13:01:20+00:00 ― 8 min read

Computation and Language Improving Music Chat Understanding with AI

Research focuses on teaching computers to grasp music conversations.

Daeyong Kwon, SeungHeon Doh, Juhan Nam

2025-05-07T14:42:30+00:00 ― 5 min read

Bioinformatics Boosting Named Entity Recognition with GRU-SCANET

Discover how GRU-SCANET enhances entity recognition in specialized fields.

Bill Gates Happi Happi, Geraud Fokou Pelap, Danai Symeonidou

2025-05-06T12:27:28+00:00 ― 8 min read

Genomics Harnessing NLP for Genomic Insights

Exploring how NLP tools help analyze and interpret genomic data.

Shuyan Cheng, Yishu Wei, Yiliang Zhou

2025-05-06T01:15:17+00:00 ― 6 min read

Information Retrieval Understanding 2D Matryoshka Training for Text

A look at how 2D Matryoshka Training improves computer text understanding.

Shuai Wang, Shengyao Zhuang, Bevan Koopman

2025-05-05T22:32:00+00:00 ― 6 min read

Computation and Language Developing a Vietnamese Language Parser with Simplified HPSG

Creating a parser for Vietnamese using advanced models and improved resources.

Duc-Vu Nguyen, Thang Chau Phan, Quoc-Nam Nguyen

2025-05-05T20:25:20+00:00 ― 7 min read

Computation and Language Efficient Information Processing with Star Attention

Star Attention improves how language models handle long sequences of text.

Shantanu Acharya, Fei Jia, Boris Ginsburg

2025-05-05T12:49:20+00:00 ― 5 min read

Computation and Language Teaching Transformers to Understand Language Better

Researchers improve transformers’ grammar skills for better language processing.

Ananjan Nandi, Christopher D. Manning, Shikhar Murty

2025-05-05T04:48:00+00:00 ― 5 min read

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

New method reduces errors in AI image analysis and response generation.

Yudong Zhang, Ruobing Xie, Jiansheng Chen

2025-05-04T17:49:20+00:00 ― 4 min read

Computation and Language MetaphorShare: Bridging the Gap in Metaphor Research

MetaphorShare consolidates metaphor datasets for easier access and collaboration among researchers.

Joanne Boisson, Arif Mehmood, Jose Camacho-Collados

2025-05-03T21:33:20+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancing Video Question Answering with AOPath

AOPath improves how computers answer questions about videos using actions and objects.

Safaa Abdullahi Moallim Mohamud, Ho-Young Jung

2025-05-03T04:14:40+00:00 ― 6 min read

Computer Vision and Pattern Recognition Combining Language and Vision for Image Segmentation

A new method unites DINO and CLIP for effective image segmentation using natural language.

Luca Barsellotti, Lorenzo Bianchi, Nicola Messina

2025-05-02T21:04:00+00:00 ― 9 min read

Computation and Language Advancing Nepali Language Processing with NLUE

New benchmark boosts evaluation of Nepali language models with expanded tasks.

Jinu Nyachhyon, Mridul Sharma, Prajwal Thapa

2025-05-02T17:41:20+00:00 ― 6 min read

Computation and Language Evaluating Factual Consistency in Data-to-Text Generation

This paper examines how well LLMs maintain factual accuracy in text generation.

Joy Mahapatra, Utpal Garain

2025-05-02T14:18:40+00:00 ― 6 min read

Computation and Language Improving Large Multimodal Models: A New Perspective

New method enhances understanding and trust in multimodal models.

Anirudh Phukan, Divyansh, Harshit Kumar Morj

2025-05-02T13:28:00+00:00 ― 8 min read

Cryptography and Security Enhancing Trust in Language Models with RevPRAG

RevPRAG helps detect misinformation in language models and ensures accurate information flow.

Xue Tan, Hao Luan, Mingyu Luo

2025-05-02T04:36:00+00:00 ― 5 min read

Machine Learning Innovating Language Models Through New Retrieval Methods

A fresh approach to improve language model performance using retrieval strategies.

Marie Al Ghossein, Emile Contal, Alexandre Robicquet

2025-05-02T04:10:40+00:00 ― 6 min read

Computation and Language Simplifying SQL: A Clearer Approach

EzSQL makes SQL queries easier to understand in plain language.

Meher Bhardwaj, Hrishikesh Ethari, Dennis Singh Moirangthem

2025-05-02T02:04:00+00:00 ― 6 min read

Computation and Language Revolutionizing Sentiment Analysis Techniques

Discover how new methods improve sentiment analysis efficiency and accuracy.

Xinmeng Hou, Lingyue Fu, Chenhao Meng

2025-05-01T13:49:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Document Understanding with DLaVA

A new tool that answers questions from documents accurately and transparently.

Ahmad Mohammadshirazi, Pinaki Prasad Guha Neogi, Ser-Nam Lim

2025-05-01T10:26:40+00:00 ― 6 min read

Machine Learning Advancing Sentiment Analysis for Bengali Texts

A new method improves sentiment analysis for Bengali language reviews.

Hemal Mahmud, Hasan Mahmud

2025-04-30T17:58:40+00:00 ― 7 min read

Computation and Language KV Shifting Attention: A New Approach in Language Models

KV shifting attention simplifies language model predictions while improving efficiency.

Mingyu Xu, Wei Cheng, Bingning Wang

2025-04-30T16:17:20+00:00 ― 5 min read

Computation and Language Evolving Language Models with LoRA-SB

Discovering efficient fine-tuning methods for smarter AI language models.

Kaustubh Ponkshe, Raghav Singhal, Eduard Gorbunov

2025-04-30T15:01:20+00:00 ― 6 min read

Computer Vision and Pattern Recognition Bridging Words and Images: The ICoT Method

A new approach for better AI understanding of images and text.

Jun Gao, Yongqi Li, Ziqiang Cao

2025-04-30T07:50:40+00:00 ― 6 min read

Artificial Intelligence Connecting Knowledge: The World of Knowledge Graphs

Discover how knowledge graphs and reasoning help us understand complex information.

Lihui Liu, Zihao Wang, Hanghang Tong

2025-04-30T07:00:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition Boosting Efficiency in Multimodal Language Models

New methods improve performance and efficiency in multimodal large language models.

Shiyu Zhao, Zhenting Wang, Felix Juefei-Xu

2025-04-29T22:58:40+00:00 ― 6 min read

Machine Learning In-Context Learning: A New Frontier in AI

Discover how AI models learn and adapt in real-time through in-context learning.

Alex Nguyen, Gautam Reddy

2025-04-29T21:15:01+00:00 ― 5 min read

Computation and Language ChemTEB: A New Benchmark for Chemical Text Embeddings

ChemTEB helps improve chemical text processing by evaluating specialized models.

Ali Shiraee Kasmaee, Mohammad Khodadad, Mohammad Arshi Saloot

2025-04-29T20:26:40+00:00 ― 8 min read

Computation and Language GloCOM: A Smart Tool for Short Texts

GloCOM tackles the challenges of analyzing short texts effectively.

Quang Duc Nguyen, Tung Nguyen, Duc Anh Nguyen

2025-04-29T19:10:40+00:00 ― 8 min read

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