Latest Articles for Natural Language Processing

Computation and Language Revolutionizing Music Detection with Language Models

This study assesses how well language models recognize music entities in text.

Simon Hachmeier, Robert Jäschke

2025-03-02T07:16:30+00:00 ― 7 min read

Computation and Language Revolutionizing Text Understanding with Events

A new method enhances how computers interpret text using event-based learning.

Tao Meng, Wei Ai, Jianbin Li

2025-02-28T23:58:39+00:00 ― 6 min read

Computation and Language Improving Large Language Models: A New Framework

A fresh approach to enhance instruction-following in language models.

Jiale Cheng, Xiao Liu, Cunxiang Wang

2025-02-28T18:21:36+00:00 ― 6 min read

Computation and Language The Rise of Unsupervised Dependency Parsing

A look at how unsupervised dependency parsing is transforming language processing.

Behzad Shayegh, Hobie H. -B. Lee, Xiaodan Zhu

2025-02-28T11:08:15+00:00 ― 5 min read

Computer Vision and Pattern Recognition Skip Tuning: A Game Changer for Vision-Language Models

Discover how skip tuning enhances efficiency in vision-language models.

Shihan Wu, Ji Zhang, Pengpeng Zeng

2025-02-28T07:07:30+00:00 ― 7 min read

Computation and Language Glimpse: The Future of Text Detection

Glimpse offers a new way to spot AI-generated text effectively.

Guangsheng Bao, Yanbin Zhao, Juncai He

2025-02-28T06:19:21+00:00 ― 6 min read

Computation and Language The Reliability Paradox of Language Models

Language models can sound confident yet be unreliable due to shortcut learning.

Geetanjali Bihani, Julia Rayz

2025-02-27T14:16:21+00:00 ― 7 min read

Computation and Language Revolutionizing Document-Level Relation Extraction

New techniques improve understanding of relationships in text data.

Khai Phan Tran, Wen Hua, Xue Li

2025-02-27T10:15:36+00:00 ― 6 min read

Machine Learning Lightweight Fine-tuning: Transforming Language Models

New methods make language models faster and more efficient for real-world tasks.

Jonathan Svirsky, Yehonathan Refael, Ofir Lindenbaum

2025-02-24T10:50:15+00:00 ― 6 min read

Computation and Language Mastering Emotion in Text Generation

Discover a new way to express emotions through text.

Yarik Menchaca Resendiz, Roman Klinger

2025-02-24T10:02:06+00:00 ― 8 min read

Computer Vision and Pattern Recognition Smart Training for Vision-Language Models

Researchers reveal effective strategies for training Large Vision-Language Models.

Siyuan Wang, Dianyi Wang, Chengxing Zhou

2025-02-23T10:45:45+00:00 ― 9 min read

Information Retrieval Revolutionizing Short Text Classification

A new approach improves understanding of brief messages in various settings.

Gregor Donabauer, Udo Kruschwitz

2025-02-23T03:32:24+00:00 ― 6 min read

Computation and Language Simplifying Event Relation Detection in NLP

A new tool streamlines the annotation of event relations in texts.

Alon Eirew, Eviatar Nachshoni, Aviv Slobodkin

2025-02-23T00:19:48+00:00 ― 8 min read

Computation and Language SynthCypher: Bridging Natural Language and Graph Queries

A new framework for converting natural language into Cypher queries.

Aman Tiwari, Shiva Krishna Reddy Malay, Vikas Yadav

2025-02-22T09:53:06+00:00 ― 4 min read

Machine Learning The Rise of Group Equivariant Neural Networks

Discover how these networks transform data handling with symmetries.

Edward Pearce-Crump, William J. Knottenbelt

2025-02-22T02:30:48+00:00 ― 6 min read

Computation and Language Curriculum Learning Boosts Grammar Correction in AI

A new study shows curriculum learning enhances grammar correction in language models.

Tao Fang, Derek F. Wong, Lusheng Zhang

2025-02-21T21:02:42+00:00 ― 6 min read

Computation and Language How Small Models Learn Big Lessons from AI

New strategies help smaller AI models learn effectively from larger counterparts.

Vijay Goyal, Mustafa Khan, Aprameya Tirupati

2025-02-21T18:38:15+00:00 ― 7 min read

Computation and Language Training Large Language Models: The Two-Phase Approach

Discover the two-phase training method for improving large language models.

Steven Feng, Shrimai Prabhumoye, Kezhi Kong

2025-02-21T15:25:39+00:00 ― 8 min read

Computation and Language Understanding Partitive Nouns in SRL

A deep dive into partitive nouns and their role in semantic role labeling.

Adam Meyers, Advait Pravin Savant, John E. Ortega

2025-02-20T02:30:45+00:00 ― 7 min read

Computation and Language Keyword Extraction: Finding Gold in Text

Learn how keyword extraction streamlines information retrieval.

Matej Martinc, Hanh Thi Hong Tran, Senja Pollak

2025-02-19T02:26:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition Revolutionizing Image Recognition with Instructed Visual Segmentation

A new model teaches computers to understand images using natural language.

Cong Wei, Yujie Zhong, Haoxian Tan

2025-02-18T17:36:36+00:00 ― 7 min read

Computer Vision and Pattern Recognition Revolutionizing Document Classification with LLMs

Large language models advance document classification, reducing reliance on training data.

Anna Scius-Bertrand, Michael Jungo, Lars Vögtlin

2025-02-18T00:45:27+00:00 ― 8 min read

Machine Learning Mix-Layer Normalization: A New Step for LLMs

A fresh approach to improve large language models' performance.

Pengxiang Li, Lu Yin, Shiwei Liu

2025-02-17T12:43:12+00:00 ― 5 min read

Computation and Language The Future of Word Embeddings and Quantum Concepts

Exploring complex word embeddings enhanced by quantum mechanics for better language understanding.

Carys Harvey, Stephen Clark, Douglas Brown

2025-02-17T06:18:00+00:00 ― 6 min read

Computer Vision and Pattern Recognition New Defense Strategy Shields Language Models

Researchers develop a method to protect LLMs from harmful manipulations.

Minkyoung Kim, Yunha Kim, Hyeram Seo

2025-02-16T19:52:03+00:00 ― 6 min read

Computation and Language ModernBERT: The Next Step in NLP

Discover how ModernBERT enhances language processing with speed and efficiency.

Benjamin Warner, Antoine Chaffin, Benjamin Clavié

2025-02-16T14:15:00+00:00 ― 7 min read

Computation and Language Why Language Models Struggle with Counting Letters

Large language models stumble on simple tasks like counting letters, raising questions about their abilities.

Tairan Fu, Raquel Ferrando, Javier Conde

2025-02-15T18:11:15+00:00 ― 7 min read

Computation and Language InCA: A New Way for Models to Learn

InCA helps models learn new tasks without forgetting old ones.

Saleh Momeni, Sahisnu Mazumder, Zixuan Ke

2025-02-15T11:46:03+00:00 ― 6 min read

Computation and Language CLOB and CIS: A New Era in AI Learning

Learn how AI models can continuously gain knowledge without forgetting past lessons.

Jiabao Qiu, Zixuan Ke, Bing Liu

2025-02-14T21:19:21+00:00 ― 7 min read

Data Structures and Algorithms Tokenisation: Breaking Down Language for Machines

Learn how tokenisation helps computers understand human language.

Philip Whittington, Gregor Bachmann, Tiago Pimentel

2025-02-13T18:02:15+00:00 ― 6 min read

Computation and Language Advancements in Multimodal AI Models

New framework improves text and image model integration for enhanced performance.

Weijia Shi, Xiaochuang Han, Chunting Zhou

2025-02-13T14:01:30+00:00 ― 5 min read

Computation and Language Revolutionizing Document Clustering with Named Entities

A new method for smarter document clustering using Named Entity Recognition and rich embeddings.

Imed Keraghel, Mohamed Nadif

2025-02-12T06:43:39+00:00 ― 7 min read

Computation and Language Innovative Data Synthesis for Sentiment Analysis

A new approach to enhance sentiment analysis in low-resource scenarios.

Hongling Xu, Yice Zhang, Qianlong Wang

2025-02-12T05:55:30+00:00 ― 3 min read

Computer Vision and Pattern Recognition CLIPF: A Game Changer in Vision-Language Models

Discover how CLIPF uses word-frequency masking to improve AI training.

Mingliang Liang, Martha Larson

2025-02-09T11:19:03+00:00 ― 6 min read

Computation and Language RNNs Make a Comeback in Language Models

RNNs show surprising effectiveness against transformers in low-resource language modeling.

Patrick Haller, Jonas Golde, Alan Akbik

2025-02-08T15:15:18+00:00 ― 7 min read

Computation and Language NeSyCoCo: A New Era in AI Understanding

NeSyCoCo enhances AI's ability to link language and visuals effectively.

Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi

2025-02-06T23:55:57+00:00 ― 7 min read

Artificial Intelligence The Art of Text Summarization

Learn how text summarization can simplify information consumption.

Gospel Ozioma Nnadi, Flavio Bertini

2025-02-03T21:18:00+00:00 ― 6 min read

Computation and Language Decoding the Mixture of Experts in Language Processing

This study reviews how Mixture of Experts models improve language understanding.

Elie Antoine, Frédéric Béchet, Philippe Langlais

2025-02-02T20:25:21+00:00 ― 7 min read

Artificial Intelligence SlimGPT: The Future of Language Models

SlimGPT reduces model size while maintaining performance for AI applications.

Gui Ling, Ziyang Wang, Yuliang Yan

2025-02-01T21:57:09+00:00 ― 6 min read

Computation and Language Making Sense of Neural Networks

Learn how LIME helps clarify predictions made by neural networks.

Melkamu Mersha, Mingiziem Bitewa, Tsion Abay

2025-02-01T09:06:45+00:00 ― 8 min read