Latest Articles for Language Processing

Machine Learning Mastering Small Language Models: Fine-Tuning Guide

Learn how to effectively fine-tune small language models with practical strategies.

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang

2025-02-14T01:13:50+00:00 ― 6 min read

Computation and Language The Confidence Illusion in Language Models

Are AI models confident or just lucky in their answers?

Yudi Pawitan, Chris Holmes

2025-02-13T21:14:51+00:00 ― 7 min read

Neural and Evolutionary Computing Advancements in Language Models through In-Context Learning

Discover how new models enhance language learning and performance.

Thomas F Burns, Tomoki Fukai, Christopher J Earls

2025-02-13T06:00:00+00:00 ― 5 min read

Computation and Language Multi-Hop Question Answering: A New Era in Information Retrieval

Learn how multi-hop QA improves our ability to answer complex questions.

Xiangsen Chen, Xuming Hu, Nan Tang

2025-02-13T04:23:42+00:00 ― 5 min read

Computation and Language M-ALERT: Ensuring Multilingual Safety in Language Models

M-ALERT tests language models for safety across five languages.

Felix Friedrich, Simone Tedeschi, Patrick Schramowski

2025-02-12T21:58:30+00:00 ― 5 min read

Computation and Language Enhancing Pronoun Translation: A New Approach

A new method improves how machines translate pronouns with greater accuracy.

Gongbo Tang, Christian Hardmeier

2025-02-12T03:31:03+00:00 ― 5 min read

Computation and Language NCVC-slm-1: A Game Changer in Medical Language Models

Introducing NCVC-slm-1, a specialized language model for the Japanese medical field.

Shogo Watanabe

2025-02-10T10:35:24+00:00 ― 6 min read

Computation and Language Cache-Augmented Generation: A New Approach in AI

Discover how CAG streamlines knowledge integration in language models.

Brian J Chan, Chao-Ting Chen, Jui-Hung Cheng

2025-02-07T01:32:15+00:00 ― 7 min read

Computation and Language SubData: Bridging AI and Human Perspectives

A new library to evaluate AI alignment with human viewpoints.

Leon Fröhling, Pietro Bernardelle, Gianluca Demartini

2025-02-06T08:41:06+00:00 ― 7 min read

Computation and Language Revolutionizing Context in Language Models

New methods improve large language models' handling of context for better performance.

Zhisong Zhang, Yan Wang, Xinting Huang

2025-02-04T20:34:21+00:00 ― 6 min read

Computation and Language Quantum Insights into Language Understanding

How quantum ideas influence language interpretation and machine learning.

Kin Ian Lo, Mehrnoosh Sadrzadeh, Shane Mansfield

2025-02-04T00:20:48+00:00 ― 7 min read

Computation and Language Tackling Hate Speech in Devanagari Languages

A study on using AI to detect hate speech in Hindi and Nepali.

Rushendra Sidibomma, Pransh Patwa, Parth Patwa

2025-02-03T15:40:57+00:00 ― 5 min read

Computation and Language Taming the Hallucination Beast in Language Models

Researchers tackle hallucinations in language models to ensure accurate responses.

Fabian Ridder, Malte Schilling

2025-02-03T06:51:18+00:00 ― 7 min read

Computation and Language Challenges in Multi-Hop Question Answering

Exploring the hurdles faced by language models in complex question answering.

Jie He, Nan Hu, Wanqiu Long

2025-02-03T04:26:51+00:00 ― 6 min read

Computation and Language Reversed Attention: A New Insight into Language Models

Discover how Reversed Attention improves language models' learning and decision-making.

Shahar Katz, Lior Wolf

2025-02-03T02:02:24+00:00 ― 5 min read

Computation and Language Refining AI: The Future of Language Models

Research improves large language models with innovative training techniques.

Dian Yu, Yuheng Zhang, Jiahao Xu

2025-02-02T08:23:06+00:00 ― 8 min read

Computation and Language Cracking the Code of Multiword Expressions

A deep dive into the significance of multiword expressions in language processing.

Yusuke Ide, Joshua Tanner, Adam Nohejl

2025-02-02T05:10:30+00:00 ― 7 min read

Computation and Language Language Models and the N-Back Task: A New Look

Investigating how language models tackle memory tasks like the n-back challenge.

Xiaoyang Hu, Richard L. Lewis

2025-02-01T23:33:27+00:00 ― 6 min read

Computation and Language Language Models Get Smarter with Memory

A new memory system helps language models provide accurate information.

Mingda Chen, Yang Li, Karthik Padthe

2025-02-01T17:56:24+00:00 ― 6 min read

Computation and Language Inside the Neurons of Language Models

Discover how neurons shape language understanding in AI.

Xin Zhao, Zehui Jiang, Naoki Yoshinaga

2025-02-01T15:31:57+00:00 ― 4 min read

Computation and Language BenCzechMark: Advancing Czech Language Models

A new benchmark for evaluating Czech language models through diverse tasks.

Martin Fajcik, Martin Docekal, Jan Dolezal

2025-01-31T15:27:27+00:00 ― 4 min read

Computation and Language Measuring the Real Effort Behind Editing AI Texts

New method helps assess human editing efforts on machine-generated content.

Nicolas Devatine, Louis Abraham

2025-01-29T10:29:33+00:00 ― 6 min read

Machine Learning Fast Tracking AI: RoPE Attention Mechanisms

New methods improve RoPE attention, speeding up AI computations significantly.

Yifang Chen, Jiayan Huo, Xiaoyu Li

2025-01-29T08:53:15+00:00 ― 5 min read

Computation and Language Revolutionizing AI with Dynamic Graphs

Dynamic graphs enhance AI's language understanding and response generation.

Karishma Thakrar

2025-01-28T08:00:36+00:00 ― 5 min read

Computation and Language The Race Between Humans and Machines in Sentence Generation

A look at how humans and machines compare in creating event descriptions.

Angela Cao, Faye Holt, Jonas Chan

2025-01-27T23:59:06+00:00 ― 7 min read

Computation and Language Advancing Bengali Question Answering Systems

Improving QA systems for Bengali speakers through research and innovation.

Abdullah Khondoker, Enam Ahmed Taufik, Md Iftekhar Islam Tashik

2025-01-27T19:58:21+00:00 ― 7 min read

Information Retrieval CoLoR: The Future of Information Retrieval

Learn how CoLoR transforms data management through innovative compression techniques.

Minju Seo, Jinheon Baek, Seongyun Lee

2025-01-26T20:42:00+00:00 ― 5 min read

Cryptography and Security The Hidden Threat of Backdoor Attacks on Language Models

Discover how backdoor attacks challenge the safety of AI-driven language models.

Jingyi Zheng, Tianyi Hu, Tianshuo Cong

2025-01-26T11:04:12+00:00 ― 7 min read

Artificial Intelligence PRISM: A Smart Approach to Long-Range Language Tasks

PRISM simplifies processing lengthy texts with efficient memory management.

Dulhan Jayalath, James Bradley Wendt, Nicholas Monath

2025-01-25T22:13:48+00:00 ― 8 min read

Artificial Intelligence Smart Systems: Transforming Text and Proteins

Researchers develop tools to refine text and design proteins efficiently.

Ashutosh Baheti, Debanjana Chakraborty, Faeze Brahman

2025-01-24T09:18:54+00:00 ― 6 min read

Artificial Intelligence Thought Rollback: A New Era for Language Models

Learn how Thought Rollback helps language models improve their reasoning and accuracy.

Sijia Chen, Baochun Li

2025-01-23T00:24:45+00:00 ― 7 min read

Computation and Language Reforming Language Models for Diverse Opinions

A new method aligns language models with diverse group preferences.

Binwei Yao, Zefan Cai, Yun-Shiuan Chuang

2025-01-22T00:20:15+00:00 ― 5 min read

Machine Learning Smart Models, Smaller Sizes: The Future of AI

Low-bit language models make AI smarter and more efficient for everyday devices.

Yeonhong Park, Jake Hyun, Hojoon Kim

2025-01-21T13:06:09+00:00 ― 6 min read

Computation and Language Boosting Estonian Language Processing with GliLem

GliLem enhances lemmatization for better Estonian text analysis.

Aleksei Dorkin, Kairit Sirts

2025-01-20T08:12:45+00:00 ― 7 min read

Computation and Language Large Language Models: Challenges and Solutions

Exploring the performance of LLMs and ways to improve their capabilities.

Dmitri Roussinov, Serge Sharoff, Nadezhda Puchnina

2025-01-20T07:24:36+00:00 ― 6 min read

Computation and Language Improving AI's Commonsense Reasoning: A New Approach

Researchers unveil a method to boost AI's understanding of everyday language.

Chong Liu, Zaiwen Feng, Lin Liu

2025-01-20T04:12:00+00:00 ― 5 min read

Computation and Language HindiLLM: A New Dawn for Hindi Processing

HindiLLM empowers Hindi language processing, bridging technological gaps.

Sanjay Chouhan, Shubha Brata Nath, Aparajita Dutta

2025-01-19T04:55:39+00:00 ― 7 min read

Computation and Language Adapting Language Models: A New Approach to Russian

Learn how LEP helps language models adapt to Russian efficiently.

Mikhail Tikhomirov, Daniil Chernyshev

2025-01-19T01:43:03+00:00 ― 6 min read