The Reasoning Lingua Franca: A Double-Edged Sword for Multilingual AI
Fuente:
arXiv
Saved in:
| Main Authors: | Saji, Alan, Dabre, Raj, Kunchukuttan, Anoop, Puduppully, Ratish |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025)
by: Saji, Alan, et al.
Published: (2025)
RiddleBench: A New Generative Reasoning Benchmark for LLMs
by: Halder, Deepon, et al.
Published: (2025)
by: Halder, Deepon, et al.
Published: (2025)
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization
by: Husain, Jaavid Aktar, et al.
Published: (2024)
by: Husain, Jaavid Aktar, et al.
Published: (2024)
IndicIFEval: A Benchmark for Verifiable Instruction-Following Evaluation in 14 Indic Languages
by: Jayakumar, Thanmay, et al.
Published: (2026)
by: Jayakumar, Thanmay, et al.
Published: (2026)
How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages?
by: Singh, Anushka, et al.
Published: (2024)
by: Singh, Anushka, et al.
Published: (2024)
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches for Language Models
by: Mundra, Nandini, et al.
Published: (2024)
by: Mundra, Nandini, et al.
Published: (2024)
Airavata: Introducing Hindi Instruction-tuned LLM
by: Gala, Jay, et al.
Published: (2024)
by: Gala, Jay, et al.
Published: (2024)
Negative Advantages Is a Double-Edged Sword: Calibrating advantages in GRPO for Search Agents
by: Wu, Jiayi, et al.
Published: (2026)
by: Wu, Jiayi, et al.
Published: (2026)
RAGged Edges: The Double-Edged Sword of Retrieval-Augmented Chatbots
by: Feldman, Philip, et al.
Published: (2024)
by: Feldman, Philip, et al.
Published: (2024)
IndicRAGSuite: Large-Scale Datasets and a Benchmark for Indian Language RAG Systems
by: Prasanjith, Pasunuti, et al.
Published: (2025)
by: Prasanjith, Pasunuti, et al.
Published: (2025)
Cross-Lingual Auto Evaluation for Assessing Multilingual LLMs
by: Doddapaneni, Sumanth, et al.
Published: (2024)
by: Doddapaneni, Sumanth, et al.
Published: (2024)
CycleDistill: Bootstrapping Machine Translation using LLMs with Cyclical Distillation
by: Halder, Deepon, et al.
Published: (2025)
by: Halder, Deepon, et al.
Published: (2025)
Explainable AI as a Double-Edged Sword in Dermatology: The Impact on Clinicians versus The Public
by: Xu, Xuhai, et al.
Published: (2025)
by: Xu, Xuhai, et al.
Published: (2025)
Critical or Compliant? The Double-Edged Sword of Reasoning in Chain-of-Thought Explanations
by: Park, Eunkyu, et al.
Published: (2025)
by: Park, Eunkyu, et al.
Published: (2025)
VerityMath: Advancing Mathematical Reasoning by Self-Verification Through Unit Consistency
by: Han, Vernon Toh Yan, et al.
Published: (2023)
by: Han, Vernon Toh Yan, et al.
Published: (2023)
Pralekha: Cross-Lingual Document Alignment for Indic Languages
by: Suryanarayanan, Sanjay, et al.
Published: (2024)
by: Suryanarayanan, Sanjay, et al.
Published: (2024)
The Double-Edged Sword of Data-Driven Super-Resolution: Adversarial Super-Resolution Models
by: Duba-Sullivan, Haley, et al.
Published: (2026)
by: Duba-Sullivan, Haley, et al.
Published: (2026)
LinguaSafe: A Comprehensive Multilingual Safety Benchmark for Large Language Models
by: Ning, Zhiyuan, et al.
Published: (2025)
by: Ning, Zhiyuan, et al.
Published: (2025)
Multi-OphthaLingua: A Multilingual Benchmark for Assessing and Debiasing LLM Ophthalmological QA in LMICs
by: Restrepo, David, et al.
Published: (2024)
by: Restrepo, David, et al.
Published: (2024)
SwitchLingua: The First Large-Scale Multilingual and Multi-Ethnic Code-Switching Dataset
by: Xie, Peng, et al.
Published: (2025)
by: Xie, Peng, et al.
Published: (2025)
Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English
by: Anand, Avinash, et al.
Published: (2024)
by: Anand, Avinash, et al.
Published: (2024)
Chimera: State Space Models Beyond Sequences
by: Lahoti, Aakash, et al.
Published: (2025)
by: Lahoti, Aakash, et al.
Published: (2025)
CreoleVal: Multilingual Multitask Benchmarks for Creoles
by: Lent, Heather, et al.
Published: (2023)
by: Lent, Heather, et al.
Published: (2023)
The Sword, Shield, and Achilles' Heel: Characterizing the Linguistic Inductive Bias of Large Language Models for Spatial Reasoning in Navigation Planning
by: Zhang, Xudong, et al.
Published: (2026)
by: Zhang, Xudong, et al.
Published: (2026)
Learning When to Translate for Multilingual Reasoning
by: Kang, Deokhyung, et al.
Published: (2026)
by: Kang, Deokhyung, et al.
Published: (2026)
LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Reasoning
by: Zhang, Hongbin, et al.
Published: (2024)
by: Zhang, Hongbin, et al.
Published: (2024)
MultiZebraLogic: A Multilingual Logical Reasoning Benchmark
by: Bruun, Sofie Helene, et al.
Published: (2025)
by: Bruun, Sofie Helene, et al.
Published: (2025)
What Makes Good Multilingual Reasoning? Disentangling Reasoning Traces with Measurable Features
by: Ki, Dayeon, et al.
Published: (2026)
by: Ki, Dayeon, et al.
Published: (2026)
LLM Safeguard is a Double-Edged Sword: Exploiting False Positives for Denial-of-Service Attacks
by: Zhang, Qingzhao, et al.
Published: (2024)
by: Zhang, Qingzhao, et al.
Published: (2024)
EMCEE: Improving Multilingual Capability of LLMs via Bridging Knowledge and Reasoning with Extracted Synthetic Multilingual Context
by: Koo, Hamin, et al.
Published: (2025)
by: Koo, Hamin, et al.
Published: (2025)
Putting GPT-4o to the Sword: A Comprehensive Evaluation of Language, Vision, Speech, and Multimodal Proficiency
by: Shahriar, Sakib, et al.
Published: (2024)
by: Shahriar, Sakib, et al.
Published: (2024)
Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm
by: Huang, Baixiang, et al.
Published: (2025)
by: Huang, Baixiang, et al.
Published: (2025)
Multilingual Medical Reasoning for Question Answering with Large Language Models
by: Ferrazzi, Pietro, et al.
Published: (2025)
by: Ferrazzi, Pietro, et al.
Published: (2025)
Breaking Language Barriers in Multilingual Mathematical Reasoning: Insights and Observations
by: Chen, Nuo, et al.
Published: (2023)
by: Chen, Nuo, et al.
Published: (2023)
MultiNRC: A Challenging and Native Multilingual Reasoning Evaluation Benchmark for LLMs
by: Fabbri, Alexander R., et al.
Published: (2025)
by: Fabbri, Alexander R., et al.
Published: (2025)
MGSM-Pro: A Simple Strategy for Robust Multilingual Mathematical Reasoning Evaluation
by: Xu, Tianyi, et al.
Published: (2026)
by: Xu, Tianyi, et al.
Published: (2026)
Towards Safe Multilingual Frontier AI
by: Kanepajs, Artūrs, et al.
Published: (2024)
by: Kanepajs, Artūrs, et al.
Published: (2024)
Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI
by: Wang, Yuxia, et al.
Published: (2025)
by: Wang, Yuxia, et al.
Published: (2025)
The Multilingual Divide and Its Impact on Global AI Safety
by: Peppin, Aidan, et al.
Published: (2025)
by: Peppin, Aidan, et al.
Published: (2025)
CausalAbstain: Enhancing Multilingual LLMs with Causal Reasoning for Trustworthy Abstention
by: Sun, Yuxi, et al.
Published: (2025)
by: Sun, Yuxi, et al.
Published: (2025)
Similar Items
-
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
by: Saji, Alan, et al.
Published: (2025) -
RiddleBench: A New Generative Reasoning Benchmark for LLMs
by: Halder, Deepon, et al.
Published: (2025) -
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization
by: Husain, Jaavid Aktar, et al.
Published: (2024) -
IndicIFEval: A Benchmark for Verifiable Instruction-Following Evaluation in 14 Indic Languages
by: Jayakumar, Thanmay, et al.
Published: (2026) -
How Good is Zero-Shot MT Evaluation for Low Resource Indian Languages?
by: Singh, Anushka, et al.
Published: (2024)