Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zeng, Bo, Lyu, Chenyang, Liu, Sinuo, Zeng, Mingyan, Wu, Minghao, Ni, Xuanfan, Shi, Tianqi, Zhao, Yu, Liu, Yefeng, Zhu, Chenyu, Li, Ruizhe, Geng, Jiahui, Li, Qing, Tong, Yu, Wang, Longyue, Luo, Weihua, Zhang, Kaifu |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models
by: Yin, Huifeng, et al.
Published: (2025)
by: Yin, Huifeng, et al.
Published: (2025)
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks
by: Wu, Minghao, et al.
Published: (2025)
by: Wu, Minghao, et al.
Published: (2025)
New Trends for Modern Machine Translation with Large Reasoning Models
by: Liu, Sinuo, et al.
Published: (2025)
by: Liu, Sinuo, et al.
Published: (2025)
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
by: Zhao, Yu, et al.
Published: (2024)
by: Zhao, Yu, et al.
Published: (2024)
Marco-ASR: A Principled and Metric-Driven Framework for Fine-Tuning Large-Scale ASR Models for Domain Adaptation
by: Ni, Xuanfan, et al.
Published: (2025)
by: Ni, Xuanfan, et al.
Published: (2025)
Marco-Voice Technical Report
by: Tian, Fengping, et al.
Published: (2025)
by: Tian, Fengping, et al.
Published: (2025)
LongSpeech: A Scalable Benchmark for Transcription, Translation and Understanding in Long Speech
by: Yang, Fei, et al.
Published: (2026)
by: Yang, Fei, et al.
Published: (2026)
Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models
by: Zhu, Chenyu, et al.
Published: (2025)
by: Zhu, Chenyu, et al.
Published: (2025)
Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement
by: Ming, Lingfeng, et al.
Published: (2024)
by: Ming, Lingfeng, et al.
Published: (2024)
Marco-MoE: Open Multilingual Mixture-of-Expert Language Models with Efficient Upcycling
by: Jiang, Fan, et al.
Published: (2026)
by: Jiang, Fan, et al.
Published: (2026)
Rethinking Multilingual Vision-Language Translation: Dataset, Evaluation, and Adaptation
by: Wang, Xintong, et al.
Published: (2025)
by: Wang, Xintong, et al.
Published: (2025)
TransBench: Benchmarking Machine Translation for Industrial-Scale Applications
by: Li, Haijun, et al.
Published: (2025)
by: Li, Haijun, et al.
Published: (2025)
DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection
by: Wu, Junchao, et al.
Published: (2026)
by: Wu, Junchao, et al.
Published: (2026)
A State-Transition Framework for Efficient LLM Reasoning
by: Zhang, Liang, et al.
Published: (2026)
by: Zhang, Liang, et al.
Published: (2026)
The Affective Bridge: Preserving Speech Representations while Enhancing Deepfake Detection vian emotional Constraints
by: Li, Yupei, et al.
Published: (2025)
by: Li, Yupei, et al.
Published: (2025)
Challenging Multilingual LLMs: A New Taxonomy and Benchmark for Unraveling Hallucination in Translation
by: Wu, Xinwei, et al.
Published: (2025)
by: Wu, Xinwei, et al.
Published: (2025)
Speech-XL: Towards Long-Form Speech Understanding in Large Speech Language Models
by: Sun, Haoqin, et al.
Published: (2026)
by: Sun, Haoqin, et al.
Published: (2026)
Towards Threshold-Free KV Cache Pruning
by: Ni, Xuanfan, et al.
Published: (2025)
by: Ni, Xuanfan, et al.
Published: (2025)
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy
by: Ruan, Zhiwen, et al.
Published: (2025)
by: Ruan, Zhiwen, et al.
Published: (2025)
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
by: Wu, Minghao, et al.
Published: (2024)
by: Wu, Minghao, et al.
Published: (2024)
Difficulty-Estimated Policy Optimization
by: Zhao, Yu, et al.
Published: (2026)
by: Zhao, Yu, et al.
Published: (2026)
CodeIF-Bench: Evaluating Instruction-Following Capabilities of Large Language Models in Interactive Code Generation
by: Wang, Peiding, et al.
Published: (2025)
by: Wang, Peiding, et al.
Published: (2025)
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
by: Yang, Ling, et al.
Published: (2024)
by: Yang, Ling, et al.
Published: (2024)
Beyond Single-Reward: Multi-Pair, Multi-Perspective Preference Optimization for Machine Translation
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Parrot: Multilingual Visual Instruction Tuning
by: Sun, Hai-Long, et al.
Published: (2024)
by: Sun, Hai-Long, et al.
Published: (2024)
Effect of Extracellular Vesicles Derived From Tumor Cells on Immune Evasion
by: Xuanfan Liu, et al.
Published: (2025)
by: Xuanfan Liu, et al.
Published: (2025)
MINT-Bench: A Comprehensive Multilingual Benchmark for Instruction-Following Text-to-Speech
by: Chen, Huakang, et al.
Published: (2026)
by: Chen, Huakang, et al.
Published: (2026)
MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
by: Liu, Yilun, et al.
Published: (2025)
by: Liu, Yilun, et al.
Published: (2025)
A Systematic Evaluation of Large Language Models for Natural Language Generation Tasks
by: Ni, Xuanfan, et al.
Published: (2024)
by: Ni, Xuanfan, et al.
Published: (2024)
CMI-Bench: A Comprehensive Benchmark for Evaluating Music Instruction Following
by: Ma, Yinghao, et al.
Published: (2025)
by: Ma, Yinghao, et al.
Published: (2025)
MaXIFE: Multilingual and Cross-lingual Instruction Following Evaluation
by: Liu, Yile, et al.
Published: (2025)
by: Liu, Yile, et al.
Published: (2025)
Building Decision Making Models Through Language Model Regime
by: Zhang, Yu, et al.
Published: (2024)
by: Zhang, Yu, et al.
Published: (2024)
Who is In Charge? Dissecting Role Conflicts in Instruction Following
by: Zeng, Siqi
Published: (2025)
by: Zeng, Siqi
Published: (2025)
Evaluating Large Language Models at Evaluating Instruction Following
by: Zeng, Zhiyuan, et al.
Published: (2023)
by: Zeng, Zhiyuan, et al.
Published: (2023)
Unveiling Instruction-Specific Neurons & Experts: An Analytical Framework for LLM's Instruction-Following Capabilities
by: Zhang, Junyan, et al.
Published: (2025)
by: Zhang, Junyan, et al.
Published: (2025)
InFoBench: Evaluating Instruction Following Ability in Large Language Models
by: Qin, Yiwei, et al.
Published: (2024)
by: Qin, Yiwei, et al.
Published: (2024)
Dual-View Training for Instruction-Following Information Retrieval
by: Zeng, Qingcheng, et al.
Published: (2026)
by: Zeng, Qingcheng, et al.
Published: (2026)
Finding the Translation Switch: Discovering and Exploiting the Task-Initiation Features in LLMs
by: Wu, Xinwei, et al.
Published: (2026)
by: Wu, Xinwei, et al.
Published: (2026)
Trust No Tool: Evaluating and Defending LLM Agents under Untrusted Tool Feedback
by: Yan, Lecheng, et al.
Published: (2026)
by: Yan, Lecheng, et al.
Published: (2026)
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation
by: Wang, Zhanyu, et al.
Published: (2023)
by: Wang, Zhanyu, et al.
Published: (2023)
Similar Items
-
Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models
by: Yin, Huifeng, et al.
Published: (2025) -
The Bitter Lesson Learned from 2,000+ Multilingual Benchmarks
by: Wu, Minghao, et al.
Published: (2025) -
New Trends for Modern Machine Translation with Large Reasoning Models
by: Liu, Sinuo, et al.
Published: (2025) -
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
by: Zhao, Yu, et al.
Published: (2024) -
Marco-ASR: A Principled and Metric-Driven Framework for Fine-Tuning Large-Scale ASR Models for Domain Adaptation
by: Ni, Xuanfan, et al.
Published: (2025)