:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Wu, Yebo, Liu, Feng, Xie, Ziwei, Liu, Zhiyuan, Zhang, Changwang, Wang, Jun, Li, Li
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2603.04772
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks
by: Liu, Ziwei, et al.
Published: (2025)

Infi-MMR: Curriculum-based Unlocking Multimodal Reasoning via Phased Reinforcement Learning in Multimodal Small Language Models
by: Liu, Zeyu, et al.
Published: (2025)

OThink-SRR1: Search, Refine and Reasoning with Reinforced Learning for Large Language Models
by: Liang, Haijian, et al.
Published: (2026)

AFSPP: Agent Framework for Shaping Preference and Personality with Large Language Models
by: He, Zihong, et al.
Published: (2024)

Enhanced Multimodal Aspect-Based Sentiment Analysis by LLM-Generated Rationales
by: Cao, Jun, et al.
Published: (2025)

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
by: Zhang, Kaichen, et al.
Published: (2025)

LeoTask: a fast, flexible and reliable framework for computational research
by: Zhang, Changwang, et al.
Published: (2015)

Instruction Embedding: Latent Representations of Instructions Towards Task Identification
by: Li, Yiwei, et al.
Published: (2024)

Scaling Embeddings Outperforms Scaling Experts in Language Models
by: Liu, Hong, et al.
Published: (2026)

LLaVA-OneVision: Easy Visual Task Transfer
by: Li, Bo, et al.
Published: (2024)

Zoom in, Click out: Unlocking and Evaluating the Potential of Zooming for GUI Grounding
by: Jiang, Zhiyuan, et al.
Published: (2025)

KLong: Training LLM Agent for Extremely Long-horizon Tasks
by: Liu, Yue, et al.
Published: (2026)

TA&AT: Enhancing Task-Oriented Dialog with Turn-Level Auxiliary Tasks and Action-Tree Based Scheduled Sampling
by: Liu, Longxiang, et al.
Published: (2024)

LecEval: An Automated Metric for Multimodal Knowledge Acquisition in Multimedia Learning
by: Yin, Joy Lim Jia, et al.
Published: (2025)

AgentFugue: Agent Scaling for Long-Horizon Tasks through Collective Reasoning
by: Hu, Yuyang, et al.
Published: (2026)

Template-assisted Contrastive Learning of Task-oriented Dialogue Sentence Embeddings
by: Oh, Minsik, et al.
Published: (2023)

MMInA: Benchmarking Multihop Multimodal Internet Agents
by: Tian, Shulin, et al.
Published: (2024)

General Scales Unlock AI Evaluation with Explanatory and Predictive Power
by: Zhou, Lexin, et al.
Published: (2025)

Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL
by: Gao, Jiaxuan, et al.
Published: (2025)

Proof2Hybrid: Automatic Mathematical Benchmark Synthesis for Proof-Centric Problems
by: Peng, Yebo, et al.
Published: (2025)

Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
by: Zhang, Zhiwei, et al.
Published: (2025)

Graph2Eval: Automatic Multimodal Task Generation for Agents via Knowledge Graphs
by: Chen, Yurun, et al.
Published: (2025)

Optimus-1: Hybrid Multimodal Memory Empowered Agents Excel in Long-Horizon Tasks
by: Li, Zaijing, et al.
Published: (2024)

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling
by: Chen, Xiaokang, et al.
Published: (2025)

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments
by: Xie, Tianbao, et al.
Published: (2024)

Towards Universal Video Retrieval: Generalizing Video Embedding via Synthesized Multimodal Pyramid Curriculum
by: Guo, Zhuoning, et al.
Published: (2025)

Unlocking Recursive Thinking of LLMs: Alignment via Refinement
by: Zhang, Haoke, et al.
Published: (2025)

Task-Stratified Knowledge Scaling Laws for Post-Training Quantized Large Language Models
by: Zhou, Chenxi, et al.
Published: (2025)

A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques
by: Gao, Lifu, et al.
Published: (2025)

DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding
by: Li, Guanghao, et al.
Published: (2025)

InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
by: Liu, Yuhang, et al.
Published: (2025)

Unlocking Cross-Lingual Sentiment Analysis through Emoji Interpretation: A Multimodal Generative AI Approach
by: Jahan, Rafid Ishrak, et al.
Published: (2024)

Understanding the Role of LLMs in Multimodal Evaluation Benchmarks
by: Jiang, Botian, et al.
Published: (2024)

KVReviver: Reversible KV Cache Compression with Sketch-Based Token Reconstruction
by: Yuan, Aomufei, et al.
Published: (2025)

Workspace-Bench 1.0: Benchmarking AI Agents on Workspace Tasks with Large-Scale File Dependencies
by: Tang, Zirui, et al.
Published: (2026)

RedStar: Does Scaling Long-CoT Data Unlock Better Slow-Reasoning Systems?
by: Xu, Haotian, et al.
Published: (2025)

Gradients with Respect to Semantics Preserving Embeddings Tell the Uncertainty of Large Language Models
by: Li, Mingda, et al.
Published: (2026)

Mode-Conditioning Unlocks Superior Test-Time Scaling
by: Wu, Chen Henry, et al.
Published: (2025)

Mixture of Universal Experts: Scaling Virtual Width via Depth-Width Transformation
by: Chen, Yilong, et al.
Published: (2026)

TEaR: Improving LLM-based Machine Translation with Systematic Self-Refinement
by: Feng, Zhaopeng, et al.
Published: (2024)