News
National University of Singapore Researchers Introduce Dimple: A Discrete Diffusion Multimodal Language Model for Efficient and Controllable Text Generation
In recent months, there has been growing interest in applying diffusion models—originally designed for continuous...
Narrowing the Gap: Supervised Fine-Tuning of Open-Source LLMs as a Viable Alternative to Proprietary Models for Pedagogical Tools
arXiv:2507.05305v1 Announce Type: cross Abstract: Frontier Large language models (LLMs) like ChatGPT and Gemini can...
Multimodal LLMs Without Compromise: Researchers from UCLA, UW–Madison, and Adobe Introduce X-Fusion to Add Vision to Frozen Language Models Without Losing Language Capabilities
LLMs have made significant strides in language-related tasks such as conversational AI, reasoning, and code...
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey
arXiv:2509.24322v1 Announce Type: new Abstract: In recent years, large language models (LLMs) have driven major...
Multimodal Foundation Models Fall Short on Physical Reasoning: PHYX Benchmark Highlights Key Limitations in Visual and Symbolic Integration
State-of-the-art models show human-competitive accuracy on AIME, GPQA, MATH-500, and OlympiadBench, solving Olympiad-level problems. Recent...
Multimodal Assessment of Classroom Discourse Quality: A Text-Centered Attention-Based Multi-Task Learning Approach
arXiv:2505.07902v1 Announce Type: cross Abstract: Classroom discourse is an essential vehicle through which teaching and...
Multilingual Text-to-Image Generation Magnifies Gender Stereotypes and Prompt Engineering May Not Help You
arXiv:2401.16092v4 Announce Type: replace Abstract: Text-to-image generation models have recently achieved astonishing results in image...
Multilingual Machine Translation with Quantum Encoder Decoder Attention-based Convolutional Variational Circuits
arXiv:2505.09407v1 Announce Type: new Abstract: Cloud-based multilingual translation services like Google Translate and Microsoft Translator...
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing
arXiv:2502.20592v3 Announce Type: replace Abstract: Recent advances in test-time scaling have shown promising results in...
Multi-Step Reasoning with Large Language Models, a Survey
arXiv:2407.11511v2 Announce Type: replace-cross Abstract: Language models with billions of parameters exhibit in-context learning abilities...
Multi-Lingual Implicit Discourse Relation Recognition with Multi-Label Hierarchical Learning
arXiv:2508.20712v1 Announce Type: new Abstract: This paper introduces the first multi-lingual and multi-label classification model...
Multi-domain Multilingual Sentiment Analysis in Industry: Predicting Aspect-based Opinion Quadruples
arXiv:2505.10389v2 Announce Type: replace Abstract: This paper explores the design of an aspect-based sentiment analysis...
