Computer Science - Computation and Language

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Artificial Intelligence The Role of AI in Advancing Scientific Research

AI is transforming scientific research with innovative technologies and applications.

Weichen Dai, Yezeng Chen, Zijie Dai

2025-06-04T05:16:12+00:00 ― 7 min read

Computation and Language Advancements in Legal Document Analysis through HiCuLR Framework

Introducing an innovative method for labeling rhetorical roles in legal texts.

T. Y. S. S. Santosh, Apolline Isaia, Shiyu Hong

2025-06-04T04:05:06+00:00 ― 6 min read

Computation and Language Predicting Legal Outcomes with Past Cases

This article explores how past cases can guide future legal decisions.

T. Y. S. S. Santosh, Mohamed Hesham Elganayni, Stanisław Sójka

2025-06-04T03:57:12+00:00 ― 6 min read

Computation and Language Evaluating Goal-Directed Interactive Agents

A survey on tasks designed for evaluating interactive agents and their capabilities.

Mareike Hartmann, Alexander Koller

2025-06-04T01:27:06+00:00 ― 10 min read

Computation and Language The Need for Specialized Embedding Models in Finance

Exploring the performance gap of general models in finance tasks.

Yixuan Tang, Yi Yang

2025-06-04T01:03:24+00:00 ― 6 min read

Machine Learning Improving Fine-Tuning with SNR and Bayesian Methods

A new method enhances model tuning efficiency using signal-to-noise ratio metrics.

Haolin Chen, Philip N. Garner

2025-06-04T00:16:44+00:00 ― 6 min read

Computation and Language The Evolving Landscape of Language Research

New advancements in language databases enhance comparative studies across global languages.

Aditya Khan, Mason Shipton, David Anugraha

2025-06-04T00:08:06+00:00 ― 6 min read

Computer Vision and Pattern Recognition Advancing Video-Language Understanding with DataFlywheel

A new framework enhances video-language dataset quality through iterative refinement.

Xiao Wang, Jianlong Wu, Zijia Lin

2025-06-03T23:12:48+00:00 ― 5 min read

Computation and Language The Impact of Large Language Models Across Academic Fields

This study examines the influence of LLMs in various disciplines beyond computer science.

Aniket Pramanick, Yufang Hou, Saif M. Mohammad

2025-06-03T22:33:18+00:00 ― 6 min read

Computation and Language Evaluating Summarization Metrics: Current Practices and Future Directions

An analysis of summarization evaluation metrics and their effectiveness in real applications.

Xiang Dai, Sarvnaz Karimi, Biaoyan Fang

2025-06-03T22:25:24+00:00 ― 10 min read

Computation and Language Examining Contributions in Natural Language Processing Research

A look into the contributions shaping the NLP field over time.

Aniket Pramanick, Yufang Hou, Saif M. Mohammad

2025-06-03T22:17:30+00:00 ― 6 min read

Computation and Language The Risks of Hallucinations in Healthcare AI

Exploring how large language models can mislead users in medical advice.

Vibhor Agarwal, Yiqiao Jin, Mohit Chandra

2025-06-03T22:01:42+00:00 ― 4 min read

Computation and Language HealthQ: Transforming AI Questioning in Healthcare

HealthQ evaluates AI's ability to ask questions in patient care.

Ziyu Wang, Hao Li, Di Huang

2025-06-03T21:45:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition Advancements in Medical Image Segmentation with MedCLIP-SAMv2

MedCLIP-SAMv2 improves tumor detection using advanced segmentation techniques and minimal labeled data.

Taha Koleilat, Hojat Asgariandehkordi, Hassan Rivaz

2025-06-03T21:38:00+00:00 ― 5 min read

Computation and Language Effects of Fine-Tuning on Language Model Safety

Examining how training data impacts language model outputs and safety measures.

Sachin Kumar

2025-06-03T21:22:12+00:00 ― 6 min read

Computation and Language Advancements in Medication Extraction with AI

AI technology improves medication extraction accuracy and speed in healthcare.

Pablo Romero, Lifeng Han, Goran Nenadic

2025-06-03T21:14:18+00:00 ― 6 min read

Computation and Language Efficient Fine-Tuning for Language Models

A new method offers quick performance estimations for fine-tuning language models.

Dongyue Li, Ziniu Zhang, Lu Wang

2025-06-03T20:58:30+00:00 ― 4 min read

Human-Computer Interaction Researchers Weigh Pros and Cons of LLMs in Qualitative Research

A deep look into researchers’ views on using language models in qualitative studies.

Shivani Kapania, William Agnew, Motahhare Eslami

2025-06-03T20:19:00+00:00 ― 17 min read

Computation and Language Managing Personal Memories with EMG-RAG

Learn how EMG-RAG enhances personal memory management for user agents.

Zheng Wang, Zhongyang Li, Zeren Jiang

2025-06-03T19:23:42+00:00 ― 5 min read

Machine Learning Enhancing Machine Learning Models with Test-Time Adaptation

Learn how machine learning models can improve when facing new and unseen data.

Zongbo Han, Jialong Yang, Junfan Li

2025-06-03T19:07:54+00:00 ― 7 min read

Computation and Language Enhancing Visual Question Decomposition in Multimodal Models

Exploring methods to improve multimodal models in breaking down visual questions.

Haowei Zhang, Jianzhe Liu, Zhen Han

2025-06-03T18:52:06+00:00 ― 6 min read

Social and Information Networks Understanding Echo Chambers in Social Media

This study explores how echo chambers shape opinions and potential solutions.

Chenxi Wang, Zongfang Liu, Dequan Yang

2025-06-03T18:44:12+00:00 ― 5 min read

Computation and Language Advancements in Textless Speech Processing Techniques

New methods improve speech recognition for low-resource languages without text.

Krithiga Ramadass, Abrit Pal Singh, Srihari J

2025-06-03T18:32:35+00:00 ― 4 min read

Computation and Language A New Method for Analyzing In-Group Language in Extremist Groups

This research introduces a method to study language in extremist online communities.

Christine de Kock

2025-06-03T17:17:18+00:00 ― 9 min read

Computation and Language Improving Clarity with Sentence Simplification Techniques

A new method enhances ease of understanding through effective sentence simplification.

Tatsuya Zetsu, Yuki Arase, Tomoyuki Kajiwara

2025-06-03T17:09:24+00:00 ― 4 min read

Computation and Language Improving Speech Recognition Through Phonetic Techniques

New methods enhance accuracy in speech recognition systems using phonetic understanding.

Leonid Velikovich, Christopher Li, Diamantino Caseiro

2025-06-03T16:55:25+00:00 ― 5 min read

Social and Information Networks Analyzing the Manosphere: Language and Community Dynamics

This research examines how extremist online groups shape language and behavior over time.

Christine de Kock

2025-06-03T16:53:36+00:00 ― 6 min read

Computation and Language Improving Diagram Generation from Scientific Papers

A new method enhances accuracy and clarity in diagram creation from academic texts.

Ishani Mondal, Zongxia Li, Yufang Hou

2025-06-03T16:45:42+00:00 ― 5 min read

Computation and Language Analyzing Word Embeddings through Independent Component Analysis

A look into how word embeddings are analyzed using independent component analysis.

Momose Oyama, Hiroaki Yamagiwa, Hidetoshi Shimodaira

2025-06-03T15:58:18+00:00 ― 5 min read

Machine Learning Adjusting Learning Rates for Large Language Models

This article examines how training length affects learning rates in LLMs.

Johan Bjorck, Alon Benhaim, Vishrav Chaudhary

2025-06-03T15:34:36+00:00 ― 6 min read

Sound Improving Speech Recognition with Human-Inspired Features

New acoustic features enhance ASR systems' performance in noisy environments.

Muhammad A. Shah, Bhiksha Raj

2025-06-03T14:29:40+00:00 ― 4 min read

Machine Learning Improving Confidence in Language Models

This method enhances the reliability of language model confidence scores.

Johnathan Xie, Annie S. Chen, Yoonho Lee

2025-06-03T14:07:42+00:00 ― 5 min read

Computation and Language Assessing Fairness in Retrieval-Augmented Generation Models

This paper evaluates fairness issues in Retrieval-Augmented Generation methods.

Xuyang Wu, Shuowei Li, Hsin-Tai Wu

2025-06-03T13:51:54+00:00 ― 4 min read

Software Engineering Introducing CRScore: A New Way to Evaluate Code Reviews

CRScore offers an innovative evaluation method for assessing code review comments without human references.

Atharva Naik, Marcus Alenius, Daniel Fried

2025-06-03T13:44:00+00:00 ― 8 min read

Computation and Language New Insights into Adversarial Attacks on DNA Models

A study reveals vulnerabilities of DNA models to adversarial attacks.

Hyunwoo Yoo

2025-06-03T13:20:18+00:00 ― 6 min read

Computation and Language Improving Question Answering Systems with New Training Methods

A fresh approach enhances reliability in question answering systems.

Son Quoc Tran, Matt Kretchmar

2025-06-03T12:32:54+00:00 ― 6 min read

Computation and Language Enhancing Large Language Models with Synthetic Data Strategies

This study explores effective methods for generating synthetic data for language model training.

Yung-Chieh Chan, George Pu, Apaar Shanker

2025-06-03T12:25:00+00:00 ― 12 min read

Computation and Language NeuroMax: Advancing Neural Topic Modeling

NeuroMax enhances topic modeling efficiency and clarity with innovative techniques.

Duy-Tung Pham, Thien Trang Nguyen Vu, Tung Nguyen

2025-06-03T12:09:12+00:00 ― 5 min read

Computation and Language The Role of NLP in Advancing Dementia Research

Examining the impact of natural language processing on dementia detection and care.

Lotem Peled-Cohen, Roi Reichart

2025-06-03T12:01:18+00:00 ― 12 min read

Computation and Language Improving OCR Accuracy with Synthetic Data Training

Research shows synthetic data can enhance OCR error correction methods.

Jonathan Bourne

2025-06-03T11:53:24+00:00 ― 7 min read