Language Models are Multilingual Chain-of-Thought Reasoners | Paper Citation Record

Observation 8068ada8-b59b-4a54-b446-d1e590ddaf57 · inbound

Emergent Abilities of Large Language Models cites this paper.

Emergent Abilities of Large Language Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 78

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation 2beb95dc-4a3d-4c72-9b2e-a45488c0319c · inbound

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them cites this paper.

Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them Language Models are Multilingual Chain-of-Thought Reasoners

Reference 22

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Observation f1dbd5ca-d815-4415-9673-2513f962f3b6 · inbound

PaLM 2 Technical Report cites this paper.

PaLM 2 Technical Report Language Models are Multilingual Chain-of-Thought Reasoners

Reference 138

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Observation f14eec81-497f-4b16-b922-83b38471f470 · inbound

Baichuan 2: Open Large-scale Language Models cites this paper.

Baichuan 2: Open Large-scale Language Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 60

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Observation 8d570bb7-8ae9-4188-a5bd-0957a8172d78 · inbound

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads cites this paper.

Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads Language Models are Multilingual Chain-of-Thought Reasoners

Reference 96

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Observation 920958c7-f751-4682-93f8-4e2655fea650 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review Language Models are Multilingual Chain-of-Thought Reasoners

Reference 93

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation d765b8ae-949d-4062-a282-f98a624ff0c2 · inbound

Phi-4-reasoning Technical Report cites this paper.

Phi-4-reasoning Technical Report Language Models are Multilingual Chain-of-Thought Reasoners

Reference 52

Resolution: verified exact; local_arxiv, observed 2026-05-17T03:40:25.832469Z

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Observation 7a0ee709-a5bf-4ce3-add1-a2fc3feac2fd · inbound

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence cites this paper.

A Survey of Self-Evolving Agents: What, When, How, and Where to Evolve on the Path to Artificial Super Intelligence Language Models are Multilingual Chain-of-Thought Reasoners

Reference 143

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Observation 8ffe89e8-489d-4708-ad5a-cb8f9b3b1474 · inbound

Routing-Based Continual Learning for Multimodal Large Language Models cites this paper.

Routing-Based Continual Learning for Multimodal Large Language Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 59

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Observation d811335e-0d9d-4ca4-b0cf-d056caa6c54e · inbound

Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match cites this paper.

Training-Free Loosely Speculative Decoding: Accepting Semantically Correct Drafts Beyond Exact Match Language Models are Multilingual Chain-of-Thought Reasoners

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-05-17T05:09:03.766728Z

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Observation 94d96b57-1126-4b09-9de7-065962ee0bc6 · inbound

GanitLLM: Difficulty-Aware Bengali Mathematical Reasoning through Curriculum-GRPO cites this paper.

GanitLLM: Difficulty-Aware Bengali Mathematical Reasoning through Curriculum-GRPO Language Models are Multilingual Chain-of-Thought Reasoners

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-16T16:08:04.490504Z

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Observation 7d3d1753-b515-404e-bef7-5b72964cd8af · inbound

Med-CoReasoner: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning cites this paper.

Med-CoReasoner: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning Language Models are Multilingual Chain-of-Thought Reasoners

Reference 2022

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Observation 8c370cce-392b-4513-9cf9-8235f242ee81 · inbound

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning cites this paper.

CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning Language Models are Multilingual Chain-of-Thought Reasoners

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-16T13:20:57.585694Z

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Observation 16e11df4-0a38-4018-9109-b70097b4d43c · inbound

The Effect of Scripts and Formats on LLM Numeracy cites this paper.

The Effect of Scripts and Formats on LLM Numeracy Language Models are Multilingual Chain-of-Thought Reasoners

Reference 14

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Observation 527c0427-b10d-44c2-b1a8-2e9ccb2650ff · inbound

MGSM-Pro: A Simple Strategy for Robust Multilingual Mathematical Reasoning Evaluation cites this paper.

MGSM-Pro: A Simple Strategy for Robust Multilingual Mathematical Reasoning Evaluation Language Models are Multilingual Chain-of-Thought Reasoners

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-05-16T10:22:44.474871Z

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Observation 2f697428-f168-47fd-a7a2-457498efa55a · inbound

CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training cites this paper.

CapTrack: Multifaceted Evaluation of Forgetting in LLM Post-Training Language Models are Multilingual Chain-of-Thought Reasoners

Reference 44

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Observation d4acf531-a27d-42ec-ad96-1dce1c3b7701 · inbound

Attention Residuals cites this paper.

Attention Residuals Language Models are Multilingual Chain-of-Thought Reasoners

Reference 45

Resolution: verified exact; local_arxiv, observed 2026-05-21T06:39:04.424716Z

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Observation 693dbf5f-8dc0-4062-a80a-788d296f1aef · inbound

Unveiling Language Routing Isolation in Multilingual MoE Models for Interpretable Subnetwork Adaptation cites this paper.

Unveiling Language Routing Isolation in Multilingual MoE Models for Interpretable Subnetwork Adaptation Language Models are Multilingual Chain-of-Thought Reasoners

Reference 26

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ALTO: Adaptive LoRA Tuning and Orchestration for Heterogeneous LoRA Training Workloads cites this paper.

ALTO: Adaptive LoRA Tuning and Orchestration for Heterogeneous LoRA Training Workloads Language Models are Multilingual Chain-of-Thought Reasoners

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation 5b9deb61-80a1-4848-b921-4020df41f112 · inbound

Sensitivity-Positional Co-Localization in GQA Transformers cites this paper.

Sensitivity-Positional Co-Localization in GQA Transformers Language Models are Multilingual Chain-of-Thought Reasoners

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation 62f9e918-b662-4bc4-87ac-fec7cec88ecd · inbound

Targeted Interpretable Safety Neuron Enhancement for Multilingual Vision-Language Large Models cites this paper.

Targeted Interpretable Safety Neuron Enhancement for Multilingual Vision-Language Large Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 31

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Observation 7d07de3b-d9b3-46a5-a7d8-36147e49d3d1 · inbound

Targeted Interpretable Safety Neuron Enhancement for Multilingual Vision-Language Large Models cites this paper.

Targeted Interpretable Safety Neuron Enhancement for Multilingual Vision-Language Large Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 31

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Observation 506f03ff-89cc-4275-a5d2-5c2bb32711f9 · inbound

English is Not All You Need: Systematically Exploring the Role of Multilinguality in LLM Post-Training cites this paper.

English is Not All You Need: Systematically Exploring the Role of Multilinguality in LLM Post-Training Language Models are Multilingual Chain-of-Thought Reasoners

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation 71963177-64b4-4595-9fb2-49916fb4f52f · inbound

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models cites this paper.

Learning Uncertainty from Sequential Internal Dispersion in Large Language Models Language Models are Multilingual Chain-of-Thought Reasoners

Reference 40

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Observation 093d7a70-e0e8-443c-8c37-b511842adbaf · inbound

RoMathExam: A Longitudinal Dataset of Romanian Math Exams (1895-2025) with a Seven-Decade Core (1957-2025) cites this paper.

RoMathExam: A Longitudinal Dataset of Romanian Math Exams (1895-2025) with a Seven-Decade Core (1957-2025) Language Models are Multilingual Chain-of-Thought Reasoners

Reference 27

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Observation 73fe8dc8-c040-44aa-aa8c-87d84307feab · inbound

x1: Learning to Think Adaptively Across Languages and Cultures cites this paper.

x1: Learning to Think Adaptively Across Languages and Cultures Language Models are Multilingual Chain-of-Thought Reasoners

Reference 5

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Observation e62a3983-111b-447b-92c2-7df3483c6d02 · inbound

Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework cites this paper.

Less Languages, Less Tokens: An Efficient Unified Logic Cross-lingual Chain-of-Thought Reasoning Framework Language Models are Multilingual Chain-of-Thought Reasoners

Reference 7

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Observation 0e23aaf5-7331-4813-a5da-ccd67bec695d · inbound

COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling cites this paper.

COMPASS: COntinual Multilingual PEFT with Adaptive Semantic Sampling Language Models are Multilingual Chain-of-Thought Reasoners

Reference 61

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Observation c6caa215-33f0-4295-8d24-437e737871ef · inbound

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing cites this paper.

RouteProfile: Graph-Based Profiling for Cold-Start LLM Routing Language Models are Multilingual Chain-of-Thought Reasoners

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-07-01T08:05:31.747283Z

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Observation 779b956b-8126-4141-983a-3c86313c86da · inbound

Multilingual Safety Alignment via Self-Distillation cites this paper.

Multilingual Safety Alignment via Self-Distillation Language Models are Multilingual Chain-of-Thought Reasoners

Reference 49

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Observation fca49891-afb5-422e-82f4-f8feda1f0d64 · inbound

Multilingual Safety Alignment via Self-Distillation cites this paper.

Multilingual Safety Alignment via Self-Distillation Language Models are Multilingual Chain-of-Thought Reasoners

Reference 48

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation 254266dd-773c-455b-ae09-bc37f2513cd6 · inbound

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs cites this paper.

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs Language Models are Multilingual Chain-of-Thought Reasoners

Reference 65

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Observation e2b18847-e793-4b17-b6ff-aac07bac9740 · inbound

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs cites this paper.

Benchmarking EngGPT2-16B-A3B against Comparable Italian and International Open-source LLMs Language Models are Multilingual Chain-of-Thought Reasoners

Reference 65

Resolution: verified exact; local_arxiv, observed 2026-05-21T08:19:52.910390Z

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Observation 60766294-50b0-46d6-9d78-02086c00448f · inbound

A Recipe for Long-Context Reasoning in Large Language Models via On-Policy Optimization and Distillation cites this paper.

A Recipe for Long-Context Reasoning in Large Language Models via On-Policy Optimization and Distillation Language Models are Multilingual Chain-of-Thought Reasoners

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-05-15T21:06:10.854128Z

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Observation 56425663-bcf3-4687-a80f-94616bc28620 · inbound

PACE: Two-Timescale Self-Evolution for Small Language Model Agents cites this paper.

PACE: Two-Timescale Self-Evolution for Small Language Model Agents Language Models are Multilingual Chain-of-Thought Reasoners

Reference 12

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Observation 7d721f46-61b5-477a-a9da-9017dbb7372e · inbound

JT-SAFE-V2: Safety-by-Design Foundation Model with World-Context Data cites this paper.

JT-SAFE-V2: Safety-by-Design Foundation Model with World-Context Data Language Models are Multilingual Chain-of-Thought Reasoners

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-06-30T13:54:44.166541Z

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Observation 4bdcf2b1-e3a9-4d35-ae76-eb7be690d621 · inbound

Rethinking the Multilingual Reasoning Gap with Layer Swap cites this paper.

Rethinking the Multilingual Reasoning Gap with Layer Swap Language Models are Multilingual Chain-of-Thought Reasoners

Reference 4

Resolution: metadata mismatch; local_arxiv, observed 2026-06-29T18:03:48.211018Z

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Observation e84b7267-036d-4e1d-a0d9-0e1a0b8cebf6 · inbound

SuperValid: Capability-Aligned OOD Validation for Generalizable Downstream Scaling cites this paper.

SuperValid: Capability-Aligned OOD Validation for Generalizable Downstream Scaling Language Models are Multilingual Chain-of-Thought Reasoners

Reference 10

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Observation 5c6f0e7f-d0bc-4198-86ee-4a98ed51ff60 · inbound

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling cites this paper.

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling Language Models are Multilingual Chain-of-Thought Reasoners

Reference 31

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Observation 596659d3-ffc0-49e8-af88-16fd8f5defe4 · inbound

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery cites this paper.

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery Language Models are Multilingual Chain-of-Thought Reasoners

Reference 220

Resolution: verified exact; local_arxiv, observed 2026-07-02T22:47:26.075500Z

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Observation 60db55d0-8ac3-4146-ab94-5e14478fc548 · inbound

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery cites this paper.

Artificial Intelligence for Mathematical Reasoning: An Integrated Survey of Language Models, Neuro-symbolic Systems, and Verified Discovery Language Models are Multilingual Chain-of-Thought Reasoners

Reference 222

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Observation eab454af-c765-44b5-85ef-59222d24d009 · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection Language Models are Multilingual Chain-of-Thought Reasoners

Reference 256

Resolution: verified exact; local_arxiv, observed 2026-06-28T07:11:45.399560Z

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Observation 2c812d17-d62c-4f41-b32c-ae051d71f4a7 · inbound

Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning cites this paper.

Reasoning or Memorization? Direction-Aware Diversity Exploration in LLM Reinforcement Learning Language Models are Multilingual Chain-of-Thought Reasoners

Reference 32

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Observation ef49b5ee-f4cd-4bf8-bd93-336616ccd85c · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes Language Models are Multilingual Chain-of-Thought Reasoners

Reference 209

Resolution: verified exact; local_arxiv, observed 2026-07-03T05:57:41.518361Z

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Observation 1e1f6038-bb17-437c-bc41-0ef02b682ea7 · inbound

The Role of Prompt Language and Translation-Theory-Driven Prompts in Large Language Models: A Case Study on Spanish-Chinese Journalistic Translation cites this paper.

The Role of Prompt Language and Translation-Theory-Driven Prompts in Large Language Models: A Case Study on Spanish-Chinese Journalistic Translation Language Models are Multilingual Chain-of-Thought Reasoners

Reference 7

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Observation 6d032e80-f4fc-46ca-a345-4a0816a8557f · inbound

PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents cites this paper.

PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents Language Models are Multilingual Chain-of-Thought Reasoners

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-08T20:05:34.101924Z

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Observation 59d84f9f-5299-44ed-8dbb-bcf40d61c9ee · inbound

PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents cites this paper.

PolyWorkBench: Benchmarking Multilingual Long-Horizon LLM Agents Language Models are Multilingual Chain-of-Thought Reasoners

Reference 13

Resolution: verified exact; local_arxiv, observed 2026-07-11T01:37:42.719012Z

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Observation 1caf3474-98e0-4abe-a213-29e671aab9a8 · inbound

Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality cites this paper.

Large Language Models for Code Generation from Multilingual Prompts: A Curated Benchmark and a Study on Code Quality Language Models are Multilingual Chain-of-Thought Reasoners

Reference 87

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Observation 3c0ed5ab-3919-4805-a202-28f26807a200 · inbound

Language Models are not Equally Robust to Non-Canonical Tokenization across Languages cites this paper.

Language Models are not Equally Robust to Non-Canonical Tokenization across Languages Language Models are Multilingual Chain-of-Thought Reasoners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-30T19:48:50.561879Z

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Observation 75e3594a-b3af-4374-bdc9-f07a959b59bf · inbound

One Anchor for All: Unified Multilingual and Multimodal Safety Alignment for LVLMs cites this paper.

One Anchor for All: Unified Multilingual and Multimodal Safety Alignment for LVLMs Language Models are Multilingual Chain-of-Thought Reasoners

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T23:07:36.204013Z

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