Natural Language Processing

Computation and Language DRUM: The Future of Learning for AI Models

A new method enhances how AI models learn from examples.

Ellen Yi-Ge, Jiechao Gao, Wei Han

2025-03-25T09:00:00+00:00 ― 6 min read

Artificial Intelligence Dynamic Ensemble Reasoning: A New Approach to Language Models

Discover how Dynamic Ensemble Reasoning boosts language model performance effectively.

Jinwu Hu, Yufeng Wang, Shuhai Zhang

2025-03-24T16:08:51+00:00 ― 7 min read

Computation and Language Teaching AI to Say No: A Guide

Evaluating techniques for language models to responsibly refuse harmful queries.

Kinshuk Vasisht, Navreet Kaur, Danish Pruthi

2025-03-24T15:20:42+00:00 ― 5 min read

Computation and Language Aligning Open LLMs with Human Evaluation

A new method improves LLM performance in personalized evaluations with limited data.

Javad Seraj, Mohammad Mahdi Mohajeri, Mohammad Javad Dousti

2025-03-24T14:32:33+00:00 ― 5 min read

Computation and Language Revolutionary Feedback Method for Relation Extraction

A new feedback method improves language models for relation extraction tasks.

Yongqi Li, Xin Miao, Shen Zhou

2025-03-24T00:54:00+00:00 ― 5 min read

Computer Vision and Pattern Recognition Connecting Words and Images: Multimodal Entity Linking Explained

Learn how Multimodal Entity Linking combines text and visuals for better understanding.

Zhiwei Hu, Víctor Gutiérrez-Basulto, Ru Li

2025-03-22T18:24:18+00:00 ― 6 min read

Computation and Language Reinforcement Learning Gets a Makeover with Natural Language

A system that allows AI agents to learn using natural language commands.

Pusen Dong, Tianchen Zhu, Yue Qiu

2025-03-22T14:23:33+00:00 ― 7 min read

Computation and Language Revamping Bangla NLP with Data Magic

A new framework improves Bangla natural language processing through innovative data techniques.

Md. Tariquzzaman, Audwit Nafi Anam, Naimul Haque

2025-03-21T19:56:06+00:00 ― 5 min read

Computer Vision and Pattern Recognition POINTS1.5: Advancements in Vision-Language Models

Discover how POINTS1.5 enhances image and text processing capabilities.

Yuan Liu, Le Tian, Xiao Zhou

2025-03-20T10:13:48+00:00 ― 6 min read

Computation and Language Evaluating Multilingual Language Models: The English Dilemma

This article examines the complex role of English in multilingual evaluations.

Wessel Poelman, Miryam de Lhoneux

2025-03-20T09:25:39+00:00 ― 7 min read

Computation and Language Making Sense of Visual Question Answering

Learn how AI answers visual questions and provides explanations.

Pascal Tilli, Ngoc Thang Vu

2025-03-19T19:47:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition TextRefiner: Improving Vision-Language Models

TextRefiner boosts Vision-Language Models' performance, making them faster and more accurate.

Jingjing Xie, Yuxin Zhang, Jun Peng

2025-03-19T10:57:27+00:00 ― 7 min read

Computer Vision and Pattern Recognition Visual Question Answering: A Challenge with Illusions

Discover how visual illusions impact VQA models and their performance.

Mohammadmostafa Rostamkhani, Baktash Ansari, Hoorieh Sabzevari

2025-03-19T09:21:09+00:00 ― 6 min read

Computer Vision and Pattern Recognition Visual-Language Models: Bridging Images and Text

Discover how visual-language models connect images and text for smarter machines.

Quang-Hung Le, Long Hoang Dang, Ngan Le

2025-03-19T02:07:48+00:00 ― 7 min read

Computer Vision and Pattern Recognition Enhancing Vision-Language Models with HIST Framework

Learn how the HIST framework improves image and text understanding.

Jiayun Luo, Mir Rayat Imtiaz Hossain, Boyang Li

2025-03-18T23:43:21+00:00 ― 7 min read

Machine Learning Sentiment Analysis: A New Era in Finance

Discover how sentiment analysis is transforming financial market predictions.

Abraham Atsiwo

2025-03-18T16:30:00+00:00 ― 6 min read

Computation and Language Revolutionizing Question Answering with Few-Shot Learning

Discover how few-shot learning improves question answering efficiency and accuracy.

Patrick Sutanto, Joan Santoso, Esther Irawati Setiawan

2025-03-18T06:52:12+00:00 ― 6 min read

Formal Languages and Automata Theory Teaching Machines to Understand Language Patterns

Machines learn language patterns using probabilities and advanced algorithms.

Matías Carrasco, Franz Mayr, Sergio Yovine

2025-03-17T23:38:51+00:00 ― 6 min read

Hardware Architecture Revolutionizing AI Computation: The DiP Architecture

Introducing DiP, a new architecture enhancing AI performance and efficiency.

Ahmed J. Abdelmaksoud, Shady Agwa, Themis Prodromakis

2025-03-17T13:12:54+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Vision-Language Models with New Techniques

Discover how V2PE improves Vision-Language Models for better long-context understanding.

Junqi Ge, Ziyi Chen, Jintao Lin

2025-03-17T05:59:33+00:00 ― 5 min read

Machine Learning Inside the Mind of Large Language Models

Discover the inner workings of LLMs and their unique layers.

Oscar Skean, Md Rifat Arefin, Yann LeCun

2025-03-16T22:46:12+00:00 ― 7 min read

Computation and Language The Evolution of Natural Language Inference

A journey through the advancements in Natural Language Inference technology.

Sourav Banerjee, Anush Mahajan, Ayushi Agarwal

2025-03-15T17:04:39+00:00 ― 6 min read

Computation and Language The Evolution of Text Embedding and LLMs

Discover the journey of text embedding and how large language models are changing the game.

Zhijie Nie, Zhangchi Feng, Mingxin Li

2025-03-15T05:50:33+00:00 ― 7 min read

Computation and Language Revolutionizing Knowledge Graph Completion with LLMs

A new method improves how AI fills gaps in knowledge graphs.

Ben Liu, Jihai Zhang, Fangquan Lin

2025-03-14T20:12:45+00:00 ― 6 min read

Computation and Language Revolutionizing Reasoning: The Forest-of-Thought Framework

FoT enhances reasoning in large language models through diverse problem-solving paths.

Zhenni Bi, Kai Han, Chuanjian Liu

2025-03-14T18:36:27+00:00 ― 7 min read

Machine Learning Innovative AI Training: A New Approach

A fresh method improves AI training efficiency for language models.

Lulu Zhao, Weihao Zeng, Xiaofeng Shi

2025-03-13T21:44:33+00:00 ― 7 min read

Computation and Language Boosting AI Reasoning with Knowledge Graphs

Researchers improve LLM reasoning by using Knowledge Graphs through programming language representations.

Xue Wu, Kostas Tsioutsiouliklis

2025-03-13T12:06:45+00:00 ― 7 min read

Computation and Language Enhancing Conversational Question Answering: A Clearer Path Ahead

Discover how new methods improve question answering systems for better user experience.

Rishiraj Saha Roy, Joel Schlotthauer, Chris Hinze

2025-03-13T04:05:15+00:00 ― 6 min read

Computation and Language Navigating the Challenges of Large Language Models

A look at LLM responses to attacks and unusual data inputs.

April Yang, Jordan Tab, Parth Shah

2025-03-12T21:40:03+00:00 ― 5 min read

Computer Vision and Pattern Recognition DeepSeek-VL2: The Next Step in AI Intelligence

DeepSeek-VL2 merges visual and text data for smarter AI interactions.

Zhiyu Wu, Xiaokang Chen, Zizheng Pan

2025-03-12T02:24:27+00:00 ― 5 min read

Computation and Language Advancing Semantic Parsing with RASP

Learn how RASP improves machine understanding of human language.

Xiao Zhang, Qianru Meng, Johan Bos

2025-03-11T13:34:03+00:00 ― 8 min read

Computation and Language Rethinking Entity Recognition: A New Approach

Researchers are reshaping entity recognition methods with better evaluation strategies.

Jonas Golde, Patrick Haller, Max Ploner

2025-03-11T05:32:33+00:00 ― 6 min read

Machine Learning Transforming Data Queries with Text2Cypher

Simplifying data access through natural language with Text2Cypher.

Makbule Gulcin Ozsoy, Leila Messallem, Jon Besga

2025-03-10T22:19:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Machines Learning to See and Read Together

Discover how machines are improving their understanding of images and texts.

Yeyuan Wang, Dehong Gao, Lei Yi

2025-03-10T15:54:00+00:00 ― 7 min read

Machine Learning Revolutionizing AI Training: The Mixture-of-Experts Approach

Learn how Mixture-of-Experts is making AI model training more efficient and cost-effective.

Aditya Vavre, Ethan He, Dennis Liu

2025-03-10T08:40:39+00:00 ― 5 min read

Computation and Language Boosting Small Language Models with Solution Guidance

A new method improves reasoning in small language models efficiently.

Jing Bi, Yuting Wu, Weiwei Xing

2025-03-10T00:39:09+00:00 ― 7 min read

Computer Vision and Pattern Recognition CapAgent: The Future of Image Captioning

Transform simple requests into vibrant image descriptions with CapAgent.

Xinran Wang, Muxi Diao, Baoteng Li

2025-03-09T09:24:18+00:00 ― 6 min read

Information Retrieval Event Extraction in Short Stories: A Deep Dive

Uncovering how events are identified in children's narratives.

Chaitanya Kirti, Ayon Chattopadhyay, Ashish Anand

2025-03-08T02:06:27+00:00 ― 7 min read

Computation and Language Segment-Level Diffusion: The Future of Text Generation

A new method for generating coherent and contextually accurate text.

Xiaochen Zhu, Georgi Karadzhov, Chenxi Whitehouse

2025-03-06T20:24:54+00:00 ― 4 min read

Computation and Language Transforming Romanian News Summarization

A groundbreaking dataset for Romanian news article summaries and keywords.

Andrei-Marius Avram, Mircea Timpuriu, Andreea Iuga

2025-03-06T18:48:36+00:00 ― 6 min read

Latest Articles for Natural Language Processing