Copertina

Round-Trip Translation Reveals What Frontier Multilingual Benchmarks Miss

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Skorobogat, Ronald, Prabhu, Ameya, Bethge, Matthias
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computation and Language Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Mapping Post-Training Forgetting in Language Models at Scale
di: Harmon, Jackson, et al.
Pubblicazione: (2025)

Wu's Method can Boost Symbolic AI to Rival Silver Medalists and AlphaGeometry to Outperform Gold Medalists at IMO Geometry
di: Sinha, Shiven, et al.
Pubblicazione: (2024)

LLM generation novelty through the lens of semantic similarity
di: Davydov, Philipp, et al.
Pubblicazione: (2025)

CiteME: Can Language Models Accurately Cite Scientific Claims?
di: Press, Ori, et al.
Pubblicazione: (2024)

Improving Low-Resource Machine Translation via Round-Trip Reinforcement Learning
di: Attia, Ahmed, et al.
Pubblicazione: (2026)

Round Trip Translation Defence against Large Language Model Jailbreaking Attacks
di: Yung, Canaan, et al.
Pubblicazione: (2024)

Are We Done with Object-Centric Learning?
di: Rubinstein, Alexander, et al.
Pubblicazione: (2025)

Great Models Think Alike and this Undermines AI Oversight
di: Goel, Shashwat, et al.
Pubblicazione: (2025)

Mining the Mind: What 100M Beliefs Reveal About Frontier LLM Knowledge
di: Ghosh, Shrestha, et al.
Pubblicazione: (2025)

OmniFusion: Simultaneous Multilingual Multimodal Translations via Modular Fusion
di: Koneru, Sai, et al.
Pubblicazione: (2025)

Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs
di: Schuhmann, Christoph, et al.
Pubblicazione: (2025)

GAIA-v2-LILT: Multilingual Adaptation of Agent Benchmark beyond Translation
di: Kim, Yunsu, et al.
Pubblicazione: (2026)

Towards Safe Multilingual Frontier AI
di: Kanepajs, Artūrs, et al.
Pubblicazione: (2024)

TripTide: A Benchmark for Adaptive Travel Planning under Disruptions
di: Karmakar, Priyanshu, et al.
Pubblicazione: (2025)

Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark
di: Taguchi, Chihiro, et al.
Pubblicazione: (2025)

MultiTEND: A Multilingual Benchmark for Natural Language to NoSQL Query Translation
di: Qin, Zhiqian, et al.
Pubblicazione: (2025)

Only Send What You Need: Learning to Communicate Efficiently in Federated Multilingual Machine Translation
di: Chu, Yun-Wei, et al.
Pubblicazione: (2024)

TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning
di: Chaudhuri, Soumyabrata, et al.
Pubblicazione: (2025)

TripScore: Benchmarking and rewarding real-world travel planning with fine-grained evaluation
di: Qu, Yincen, et al.
Pubblicazione: (2025)

Learning When to Translate for Multilingual Reasoning
di: Kang, Deokhyung, et al.
Pubblicazione: (2026)

Stories of Your Life as Others: A Round-Trip Evaluation of LLM-Generated Life Stories Conditioned on Rich Psychometric Profiles
di: Wigler, Ben, et al.
Pubblicazione: (2026)

Transformer-Encoder Trees for Efficient Multilingual Machine Translation and Speech Translation
di: Guan, Yiwen, et al.
Pubblicazione: (2025)

ONEBench to Test Them All: Sample-Level Benchmarking Over Open-Ended Capabilities
di: Ghosh, Adhiraj, et al.
Pubblicazione: (2024)

Answer Matching Outperforms Multiple Choice for Language Model Evaluation
di: Chandak, Nikhil, et al.
Pubblicazione: (2025)

Translation as a Scalable Proxy for Multilingual Evaluation
di: Issaka, Sheriff, et al.
Pubblicazione: (2026)

On the Shortcut Learning in Multilingual Neural Machine Translation
di: Wang, Wenxuan, et al.
Pubblicazione: (2024)

A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers
di: Huang, Kaiyu, et al.
Pubblicazione: (2024)

Tower+: Bridging Generality and Translation Specialization in Multilingual LLMs
di: Rei, Ricardo, et al.
Pubblicazione: (2025)

Quality-Aware Translation Tagging in Multilingual RAG system
di: Moon, Hoyeon, et al.
Pubblicazione: (2025)

Is Multilingual LLM Watermarking Truly Multilingual? Scaling Robustness to 100+ Languages via Back-Translation
di: Mohamed, Asim, et al.
Pubblicazione: (2025)

On the Evaluation Practices in Multilingual NLP: Can Machine Translation Offer an Alternative to Human Translations?
di: Choenni, Rochelle, et al.
Pubblicazione: (2024)

Subspace-Boosted Model Merging
di: Skorobogat, Ronald, et al.
Pubblicazione: (2025)

What Is Missing: Interpretable Ratings for Large Language Model Outputs
di: Stranges, Nicholas, et al.
Pubblicazione: (2026)

Anthropomimetic Uncertainty: What Verbalized Uncertainty in Language Models is Missing
di: Ulmer, Dennis, et al.
Pubblicazione: (2025)

How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models?
di: Liu, Danni, et al.
Pubblicazione: (2023)

CreoleVal: Multilingual Multitask Benchmarks for Creoles
di: Lent, Heather, et al.
Pubblicazione: (2023)

RepoTransBench: A Real-World Multilingual Benchmark for Repository-Level Code Translation
di: Wang, Yanli, et al.
Pubblicazione: (2024)

ACT-MNMT Auto-Constriction Turning for Multilingual Neural Machine Translation
di: Dai, Shaojie, et al.
Pubblicazione: (2024)

m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt
di: Yang, Jian, et al.
Pubblicazione: (2024)

Scaling Laws of Decoder-Only Models on the Multilingual Machine Translation Task
di: Caillaut, Gaëtan, et al.
Pubblicazione: (2024)