Implicit Chain of Thought Reasoning via Knowledge Distillation | Paper Citation Record

Observation 9bb2b911-bbfd-4ee3-9c8e-6093cfb6da8c · inbound

Do LLMs Really Think Step-by-step In Implicit Reasoning? cites this paper.

Do LLMs Really Think Step-by-step In Implicit Reasoning? Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T13:52:37.925090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8618dc00-b317-49fb-84ff-91962448306f · inbound

Training Large Language Models to Reason in a Continuous Latent Space cites this paper.

Training Large Language Models to Reason in a Continuous Latent Space Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:29:05.593180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c3a23db7-9ea0-4fcd-890a-cbeebb0c98bc · inbound

C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness cites this paper.

C3oT: Generating Shorter Chain-of-Thought without Compromising Effectiveness Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T14:47:03.851519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 488ed1cf-df64-4674-92a7-9ba0ee5e982e · inbound

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations cites this paper.

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T04:47:40.366435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f102f639-8341-42cc-993c-1069555a3f72 · inbound

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria cites this paper.

Verbosity-Aware Rationale Reduction: Effective Reduction of Redundant Rationale via Principled Criteria Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-10T23:21:34.650292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fc4f66f-3c5b-4593-a5b5-743d270abc38 · inbound

State Stream Transformer (SST) : Emergent Metacognitive Behaviours Through Latent State Persistence cites this paper.

State Stream Transformer (SST) : Emergent Metacognitive Behaviours Through Latent State Persistence Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-09T23:52:06.074738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0a1afb-1f5e-489b-89f0-2fe36efeafa6 · inbound

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning cites this paper.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.302674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6536bb8-f8b8-4dfc-adec-c95c2f0962c7 · inbound

LIMO: Less is More for Reasoning cites this paper.

LIMO: Less is More for Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 90

Resolution: verified exact; arxiv_id, observed 2026-05-17T02:11:37.599324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6c35d17c-690d-4149-b86d-164ad2a0344e · inbound

LLM Pretraining with Continuous Concepts cites this paper.

LLM Pretraining with Continuous Concepts Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:39.286449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3237a50b-ff0b-4d6a-8cef-bd19f049825c · inbound

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation cites this paper.

CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 90

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:14:57.650607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7690a114-1d12-4590-a5bf-c6b6c503f257 · inbound

A Survey of Scaling in Large Language Model Reasoning cites this paper.

A Survey of Scaling in Large Language Model Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 34

Resolution: verified exact; arxiv_id, observed 2026-05-22T21:22:08.770536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f33c8d78-d3c9-4500-9d30-dd65ecb2fdec · inbound

Generative AI Act II: Test Time Scaling Drives Cognition Engineering cites this paper.

Generative AI Act II: Test Time Scaling Drives Cognition Engineering Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-16T12:02:42.862682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f069aed2-5c9e-47f7-8243-8418f82ac093 · inbound

Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think cites this paper.

Beyond the Last Answer: Your Reasoning Trace Uncovers More than You Think Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T05:26:00.351111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e5fdd84-47c5-4ac9-9b71-ff6d0c4e346a · inbound

Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning cites this paper.

Enhancing Non-Core Language Instruction-Following in Speech LLMs via Semi-Implicit Cross-Lingual CoT Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T05:22:08.672251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4a3b4fd-2b30-47d1-84d0-60a5d15c48ca · inbound

VeriThinker: Learning to Verify Makes Reasoning Model Efficient cites this paper.

VeriThinker: Learning to Verify Makes Reasoning Model Efficient Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:42:11.110918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5246b3fc-bbc6-44cb-9fc4-33fe1c71fd3e · inbound

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster cites this paper.

Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:31.908544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fc2f93f-3353-4a46-a0ed-941c53a1bb70 · inbound

System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts cites this paper.

System-1.5 Reasoning: Traversal in Language and Latent Spaces with Dynamic Shortcuts Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:37.921323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baa17150-f9e6-4f3c-a93c-994f0a5da3ad · inbound

SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought cites this paper.

SCOUT: Teaching Pre-trained Language Models to Enhance Reasoning via Flow Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:39:00.066896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc1dcb0-1d6c-4253-8c22-c93bff6800eb · inbound

DART: Distilling Autoregressive Reasoning to Silent Thought cites this paper.

DART: Distilling Autoregressive Reasoning to Silent Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T04:10:05.142616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88fb22cf-facb-49cd-9def-4d5ead091c64 · inbound

Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs cites this paper.

Learning Temporal Abstractions via Variational Homomorphisms in Option-Induced Abstract MDPs Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:17:34.881443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef43ff2a-27f2-4482-9f90-16ab584a7124 · inbound

Implicit Reasoning in Large Language Models: A Comprehensive Survey cites this paper.

Implicit Reasoning in Large Language Models: A Comprehensive Survey Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:36.504316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc5713b5-68b7-4cdd-bc49-5a3eae9da7fa · inbound

Deep Thinking by Markov Chain of Continuous Thoughts cites this paper.

Deep Thinking by Markov Chain of Continuous Thoughts Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:26:22.273178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 83c59595-6d98-41af-974a-50943ac6e0c3 · inbound

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought cites this paper.

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T02:45:46.203004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47dd01db-381c-46f4-81fd-ded542ea6cad · inbound

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought cites this paper.

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-18T02:45:46.100156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e28576fb-d547-4b54-b0d7-15433d1b9de3 · inbound

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought cites this paper.

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:09.416189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75bdf92d-bb98-45f0-b056-ef6b00270090 · inbound

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought cites this paper.

Can Aha Moments Be Fake? Towards Quantifying Decorative and True Thinking in Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-04T07:43:09.456954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 637e190d-77bc-46bf-bceb-a5cba5dff4a3 · inbound

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving cites this paper.

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T23:05:25.384249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1b28585b-b974-4255-a435-0aeb86b0c02b · inbound

Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning cites this paper.

Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T09:09:58.912726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc81c69-db8e-42fc-9178-626805b8d813 · inbound

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data cites this paper.

A Survey on Evaluating Quality and Trustworthiness in LLM-Generated Data Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T08:15:16.491821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ee30c0-11ab-4f82-a1d1-3615c9943127 · inbound

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO cites this paper.

Curriculum Learning for Efficient Chain-of-Thought Distillation via Structure-Aware Masking and GRPO Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-03T04:22:09.720279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32154c04-2a8b-428d-b9a2-72a45e26c4b0 · inbound

Turbo Connection: Reasoning as Information Flow from Higher to Lower Layers cites this paper.

Turbo Connection: Reasoning as Information Flow from Higher to Lower Layers Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2023

Resolution: malformed identifier; no resolver link, observed 2026-08-02T22:08:40.732261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 557f8564-7b91-44c6-8495-7ed78423fd28 · inbound

Internalized Reasoning for Long-Context Visual Document Understanding cites this paper.

Internalized Reasoning for Long-Context Visual Document Understanding Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T23:53:27.943212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93647570-b81f-4cf9-becf-7cd8e943cedd · inbound

Internalized Reasoning for Long-Context Visual Document Understanding cites this paper.

Internalized Reasoning for Long-Context Visual Document Understanding Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T15:50:49.083652Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e571413f-bfd5-4c0d-82af-e28a4c2811a1 · inbound

LightThinker++: From Reasoning Compression to Memory Management cites this paper.

LightThinker++: From Reasoning Compression to Memory Management Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 20

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T17:28:01.789791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 758e7351-c613-48ab-a761-38bfffe1051b · inbound

The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning cites this paper.

The Depth Ceiling: On the Limits of Large Language Models in Discovering Latent Planning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:20:49.019691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 55ece51a-68b5-464f-9b2a-68db1c214c51 · inbound

SeLaR: Selective Latent Reasoning in Large Language Models cites this paper.

SeLaR: Selective Latent Reasoning in Large Language Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:35:49.737688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8463a201-70b6-4aa0-9004-6cd168cf340e · inbound

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering cites this paper.

HypEHR: Hyperbolic Modeling of Electronic Health Records for Efficient Question Answering Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 103

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.126619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8bd5a156-e659-4c1f-9d3d-f00ca05abeda · inbound

Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate cites this paper.

Latent Agents: A Post-Training Procedure for Internalized Multi-Agent Debate Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T21:56:36.937524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 26e8bedb-f824-4f63-a1b5-5fca6e671fb0 · inbound

Factorized Latent Reasoning for LLM-based Recommendation cites this paper.

Factorized Latent Reasoning for LLM-based Recommendation Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:21:25.747903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6883e9e2-94f1-465e-b38b-15796ac4a5fc · inbound

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning cites this paper.

NoisyCoconut: Counterfactual Consensus via Latent Space Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:41:24.295714Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8372dc53-af99-445b-8731-feb54c9f15dd · inbound

TTE-Flash: Accelerating Reasoning-based Multimodal Representations via Think-Then-Embed Tokens cites this paper.

TTE-Flash: Accelerating Reasoning-based Multimodal Representations via Think-Then-Embed Tokens Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:03:36.959677Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bee4311a-b103-4b38-bfa2-8483af53fd7b · inbound

Looped Diffusion Language Models cites this paper.

Looped Diffusion Language Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-29T23:14:01.203763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 21a86246-00dc-4e09-9d20-5234a8210768 · inbound

Zipping the Thought: When and How Compressed Reasoning Data Works in LLM Post-Training cites this paper.

Zipping the Thought: When and How Compressed Reasoning Data Works in LLM Post-Training Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:23:24.698988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d8162fd9-3e05-4536-b16b-d6811fe68428 · inbound

Transformers Provably Learn to Internalize Chain-of-Thought cites this paper.

Transformers Provably Learn to Internalize Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T14:33:30.596843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1ba4052b-3b87-4344-9664-973afeb6384f · inbound

Generative Spatiotemporal Intent Sequence Recommendation via Implicit Reasoning in Amap cites this paper.

Generative Spatiotemporal Intent Sequence Recommendation via Implicit Reasoning in Amap Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-29T10:13:17.738821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 06010fb9-451a-4cee-b7fb-96e1e8b23fb2 · inbound

Robust and Efficient Guardrails with Latent Reasoning cites this paper.

Robust and Efficient Guardrails with Latent Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 1

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:13:26.918524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1c5235ac-9c90-4edf-8710-c749d5579426 · inbound

Unlocking the Working Memory of Large Language Models for Latent Reasoning cites this paper.

Unlocking the Working Memory of Large Language Models for Latent Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-29T08:03:13.889432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fd579ada-3004-47b2-9848-7d47f54cc2f4 · inbound

Geometric Latent Reasoning Induces Shorter Generations in LLMs cites this paper.

Geometric Latent Reasoning Induces Shorter Generations in LLMs Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:19.033770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 34e09aba-0faf-4f71-a663-4d01d26d42be · inbound

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models cites this paper.

MIRAGE: Mobile Agents with Implicit Reasoning and Generative World Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:06:48.308769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9adb1ab1-4903-4a01-a65d-e3e4cd1ee7af · inbound

LoRi: Low-Rank Distillation for Implicit Reasoning cites this paper.

LoRi: Low-Rank Distillation for Implicit Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:06:48.341973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 67a3e69a-fe13-4831-a060-6dda95cb8ada · inbound

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces cites this paper.

Characterize Then Distill: Mechanistic Reasoning in Large Output Spaces Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:47:09.854709Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation dff681b4-4181-4115-a702-d729f0f04b97 · inbound

Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models cites this paper.

Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T17:07:13.002151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5581f8df-d6a2-442d-9cc3-0244dd0f4259 · inbound

Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models cites this paper.

Think Fast: Estimating No-CoT Task-Completion Time Horizons of Frontier AI Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T05:53:08.759758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f4e04dc0-c749-44c4-8121-845bef375edb · inbound

Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous Latent Reasoning cites this paper.

Why Limit the Residual Stream to Layers and Not Tokens? Persistent Memory for Continuous Latent Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T17:47:17.687385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 837ac1ae-0910-419d-845f-de2abb844328 · inbound

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

Toward Calibrated, Fair, and accurate Deepfake Detection Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-28T07:11:45.262875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66564dfe-9cd5-4e99-b778-0625534aecb0 · inbound

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning cites this paper.

Dropout-GRPO: Variational Stochasticity for Continuous Latent Reasoning Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T00:17:29.491183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 97583c0f-b12f-4200-8ead-c1dec62a9837 · inbound

ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models cites this paper.

ParaBridge: Bridging Paralinguistic Perception and Dialogue Behavior in Speech Language Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T05:07:39.457106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation d67de185-6625-43de-a691-0fef0dd3bc1a · inbound

Masked Language Flow Models cites this paper.

Masked Language Flow Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 15

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T19:06:02.644337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 2c121a8d-98af-473a-abff-f54e7293c52e · inbound

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications cites this paper.

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-07-01T17:05:51.114226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c789f929-e12d-4601-9869-fc940f84c4bc · inbound

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications cites this paper.

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-06-30T09:44:37.174250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b04f4a24-404f-4946-a1cc-195b97f40c51 · inbound

Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression cites this paper.

Why Struggle with Continuous Latents? Interpretable Discrete Latent Reasoning via Rendered Compression Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T06:44:18.662365Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa827a3f-822a-4bae-a85d-2a605c53d8ac · inbound

Knowledge Distillation from Large Reasoning Models to Compact Student Models: A Case Study on the John O Bryan Mathematics Competition cites this paper.

Knowledge Distillation from Large Reasoning Models to Compact Student Models: A Case Study on the John O Bryan Mathematics Competition Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-07-01T09:45:40.461399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a1efc39d-62a9-4d6e-8dd6-6209743a1e58 · inbound

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers cites this paper.

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 126

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T06:55:29.377429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation aa26d94e-e1d4-48cd-9398-4863b4c64483 · inbound

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers cites this paper.

Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:54.890261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9de134b8-5810-446a-a0ee-ecd5fc4cfb0f · inbound

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts cites this paper.

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-07-01T10:15:44.506094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0f23831d-e0ec-46fb-9173-25acf7c3ca68 · inbound

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts cites this paper.

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T09:59:21.899377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72860925-5954-496a-aab0-a0100e439da4 · inbound

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts cites this paper.

CoLT: Teaching Multi-Modal Models to Think with Chain of Latent Thoughts Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T04:38:19.055988Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc2fa151-2da0-4d82-92db-d6f4bb6b259c · inbound

CritiqueDriveVLM: From Verifier-Guided Reinforcement Learning to Latent Thought Distillation for Autonomous Driving cites this paper.

CritiqueDriveVLM: From Verifier-Guided Reinforcement Learning to Latent Thought Distillation for Autonomous Driving Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T21:09:01.431209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611eb8c6-f755-4451-b2f8-a61de31c7fc1 · inbound

MORES: Mobile Reasoning-as-a-Service via Distributed LLM Inference-Time Scaling cites this paper.

MORES: Mobile Reasoning-as-a-Service via Distributed LLM Inference-Time Scaling Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T12:57:07.647571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 177803c6-dc40-4968-93d7-ea6916f191aa · inbound

Loop the Loopies! cites this paper.

Loop the Loopies! Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-01T21:34:28.264181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09778feb-5e0c-4a60-a259-1140aadebc96 · inbound

MUX: Continuous Reasoning via Multiplexed Tokens cites this paper.

MUX: Continuous Reasoning via Multiplexed Tokens Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T13:42:56.539503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40da951e-5382-4b7c-b1c5-8050455c6abe · inbound

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models cites this paper.

Efficient Chain-of-Modality Reasoning via Progressive Compression for Spoken Language Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T11:20:17.757395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4623412e-265c-4e3b-a032-d544a16b202d · inbound

"Go Home Copilot, You're Drunk": Understanding Developer Responses to Agent-Generated Code Review Comments cites this paper.

"Go Home Copilot, You're Drunk": Understanding Developer Responses to Agent-Generated Code Review Comments Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:11:13.335778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c99aa6-1685-4096-ab45-0a486650727f · inbound

Masked Distillation: Internalizing the Chain-of-Thought in Language Models cites this paper.

Masked Distillation: Internalizing the Chain-of-Thought in Language Models Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T10:49:22.851633Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7230c164-b81b-4bf6-ba09-08dd864fe48d · inbound

Not All LLM Reasoning is Visible in the Chain-of-Thought cites this paper.

Not All LLM Reasoning is Visible in the Chain-of-Thought Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T04:14:42.516310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85af92c8-233e-4f2e-914d-0deda384b0a9 · inbound

WCM: World-Cognition Model for Generalizable Human-Robot Interaction cites this paper.

WCM: World-Cognition Model for Generalizable Human-Robot Interaction Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T03:56:39.357325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39641460-73b5-4874-b5db-9f9decea5698 · inbound

Hierarchical Latent Reasoning for LLM-based Recommendation cites this paper.

Hierarchical Latent Reasoning for LLM-based Recommendation Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T01:50:20.314852Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e432444-a9ea-42cb-9929-01eb97f9e573 · inbound

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation cites this paper.

EvoReason: Self-Evolving Reasoning Primitive-Guided On-Policy Distillation for Latent Reasoning in Generative Recommendation Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T15:29:58.826144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eea1026-441b-4e1d-8d0c-c8f62de4a58d · inbound

Does Out-of-Sight Equal Out-of-Mind in CoT Monitorability? cites this paper.

Does Out-of-Sight Equal Out-of-Mind in CoT Monitorability? Implicit Chain of Thought Reasoning via Knowledge Distillation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:41:17.671807Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers