Computer Science - Computation and Language

Computation and LanguageImproving Knowledge Graph Completion with New Subsampling Methods

Two innovative subsampling methods enhance the performance of Knowledge Graph Completion.

2025-09-25T18:54:06+00:00 ― 5 min read

Machine LearningDetecting Changes in Text Analysis Tools

This research examines effective methods for identifying covariate drift in text data.

2025-09-25T17:35:06+00:00 ― 4 min read

Computation and LanguageChallenges and Advances in Fact Verification

This article discusses the importance and obstacles in fact verification systems.

2025-09-25T17:27:12+00:00 ― 4 min read

Computation and LanguageCulturaX: A New Era in Multilingual Datasets

CulturaX offers a multilingual dataset of 6.3 trillion tokens for better language technology.

2025-09-25T16:55:36+00:00 ― 5 min read

Computation and LanguageStudying Morality in Large Language Models

Research delves into how AI interprets fairness and morality in language.

2025-09-25T16:47:42+00:00 ― 5 min read

Computation and LanguageAddressing Shortcuts in Language Models with SoftLE

A new method reduces shortcut reliance in language models for better understanding.

2025-09-25T16:31:54+00:00 ― 5 min read

Computation and LanguageThe Limitations of Language Models in Healthcare

This study examines how patient self-diagnosis affects language model accuracy in medicine.

2025-09-25T16:00:18+00:00 ― 4 min read

Computation and LanguageEvaluating GPT-4's Role in Automated Grading

GPT-4 shows promise in automated grading but faces challenges.

2025-09-25T15:44:30+00:00 ― 5 min read

Computation and LanguageAutoAM: Advancing Argument Mining Techniques

Discover how AutoAM improves argument mining in various texts.

2025-09-25T14:41:18+00:00 ― 5 min read

Computation and LanguageTackling Misinformation on Social Media

A look at the challenges of fact-checking online claims.

2025-09-25T14:09:42+00:00 ― 6 min read

Machine LearningCombining Split Computing and Early Exits in DNNs

A new approach to optimize deep neural networks on resource-limited devices.

2025-09-25T13:14:24+00:00 ― 7 min read

Computation and LanguageThe Impact of Fine-Tuning on Language Models

Analyzing fine-tuning effects and proposing conjugate prompting as a solution.

2025-09-25T11:55:24+00:00 ― 6 min read

Computation and LanguageNew Multilingual Dataset for Receipt Information Extraction

A dataset enhancing receipt information extraction for Arabic and English.

2025-09-25T11:15:54+00:00 ― 7 min read

Computation and LanguageEmotions in European Political Discourse: A New Dataset

Exploring the role of sentiment in political discussions across Europe.

2025-09-25T11:08:00+00:00 ― 6 min read

Computation and LanguageEvaluating Gender Bias in Language Models

Analyzing gender bias in language models through Natural Language Inference.

2025-09-25T11:00:06+00:00 ― 5 min read

Computation and LanguageEvaluating Text-to-Motion Animation Techniques

A look into improving human motion generation from text descriptions.

2025-09-25T09:33:12+00:00 ― 5 min read

Artificial IntelligenceAdvancing Few-Shot Learning with Generative Models

A new method enhances few-shot learning using GPT for better information compression.

2025-09-25T09:11:00+00:00 ― 5 min read

Computation and LanguageReassessing Privacy Policies with Language Models

How advanced language tools are transforming privacy policy analysis.

2025-09-25T09:01:36+00:00 ― 6 min read

Computation and LanguageAdvancing LLMs Through Reinforcement Learning Techniques

New methods improve alignment of language models with human values.

2025-09-25T08:22:06+00:00 ― 6 min read

Computation and LanguageAdvancements in Speech Emotion Recognition Across Languages

A study evaluating emotion recognition in speech models across six languages.

2025-09-25T08:04:05+00:00 ― 5 min read

Computation and LanguageImproving Conversational Parsing with Contextual Utterances

This study evaluates methods to enhance parsing of contextual utterances using limited data.

2025-09-25T07:50:30+00:00 ― 5 min read

SoundAffectEcho: Bridging Emotions in AI Speech

AffectEcho model enhances emotional expression in AI-generated speech.

2025-09-25T07:15:30+00:00 ― 6 min read

Computation and LanguageOrganizing Medical Information for Better Clarity

A method to structure medical terms for easier access and understanding.

2025-09-25T06:07:48+00:00 ― 5 min read

Computer Vision and Pattern RecognitionAdvancements in Multimodal Foundation Models

Discover the evolution of AI handling multiple data types.

2025-09-25T05:52:00+00:00 ― 5 min read

Computation and LanguageImproving Commonsense in Conversational AI with Syndicom

Syndicom enhances dialogue responses using commonsense reasoning and natural language feedback.

2025-09-25T05:44:06+00:00 ― 6 min read

Computation and LanguageImproving Grapheme-to-Phoneme Conversion with New Sampling Method

This study enhances G2P models by focusing on error-prone areas during training.

2025-09-25T05:38:20+00:00 ― 5 min read

Computer Vision and Pattern RecognitionScaling Large Multimodal Models for Better Performance

Study reveals how larger models improve understanding of text and images.

2025-09-25T05:12:30+00:00 ― 5 min read

Computation and LanguageEssential Formatting Guidelines for AAAI Press Papers

Follow these guidelines to format your paper for AAAI Press submission.

2025-09-25T04:09:18+00:00 ― 3 min read

Computation and LanguageEnhancing Chatbots with Large Language Models

This paper discusses how LLMs improve chatbot development and user interaction.

2025-09-25T01:03:28+00:00 ― 5 min read

Computer Vision and Pattern RecognitionRevolutionizing Graphic Layout with LayoutNUWA

A new coding method enhances layout design for apps and documents.

2025-09-24T23:56:30+00:00 ― 5 min read

Cryptography and SecuritySecurity Risks in LLM Platform Plugins

Learn about the risks of using plugins on LLM platforms.

2025-09-24T23:32:48+00:00 ― 4 min read

Computation and LanguageAdvancements in Natural Language Generation Techniques

New methods improve text generation quality and efficiency in artificial intelligence.

2025-09-24T23:09:06+00:00 ― 5 min read

Computation and LanguageAdvancements in Transformer Models for Russian Language Processing

A study on 13 transformer models specifically designed for the Russian language.

2025-09-24T22:53:18+00:00 ― 5 min read

Computation and LanguageOptimizing Large Language Models with SlimPajama

A study on improving training efficiency for language models using SlimPajama dataset.

2025-09-24T22:29:36+00:00 ― 7 min read

Computation and LanguageAdvancing Scientific Research with DARWIN Models

DARWIN models enhance research in natural sciences through AI-driven automation.

2025-09-24T21:25:21+00:00 ― 6 min read

Computation and LanguageA New Way to Handle Long Inputs in Language Models

This method improves large language models for long context processing.

2025-09-24T21:10:36+00:00 ― 4 min read

Computation and LanguageLMDX: A New Approach for Document Information Extraction

LMDX enhances information extraction from documents with minimal training data.

2025-09-24T20:31:06+00:00 ― 8 min read

Computation and LanguageAdvancing Table-Based Question Answering Techniques

New framework improves long answer generation from tables.

2025-09-24T19:43:42+00:00 ― 7 min read

Computation and LanguageInnovative Approach to Text Classification with Retrieval-Augmented Learning

Combining retrieval models with language models boosts performance in text classification tasks.

2025-09-24T18:16:48+00:00 ― 6 min read

Computation and LanguagePirá 2.0: Advancing Oceanic Research Through Language Models

A new dataset improves machine learning's grasp of ocean and climate science.

2025-09-24T18:08:54+00:00 ― 6 min read