Paper Citation Record · LEDGER

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

As of 22 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 31 inbound Pith citation observations for arXiv:2502.03275.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.03275 v2

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T05:22:33.630625Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:32:23.044552Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

53 of 53 outbound references displayed

verified exact0
verified fuzzy11
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 261944d7-10b3-45f3-810a-2e631b0a2cac · outbound

This paper cites write newline.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.157885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19ade6b2-d19e-41e3-8ecb-530d9a374265 · outbound

This paper cites Llemma: An Open Language Model For Mathematics.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Llemma: An Open Language Model For Mathematics

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.218490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4797e7af-7909-4acd-8a83-0a85882d8ff4 · outbound

This paper cites R., Dale, D., et al.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning R., Dale, D., et al

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:35.098759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 189cb0d7-f5da-449e-ada2-f19e0c4f5d1c · outbound

This paper cites Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.237144Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de288457-7306-44ae-934c-0d66d3e1db23 · outbound

This paper cites Theoremqa: A theorem-driven question answering dataset.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Theoremqa: A theorem-driven question answering dataset

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:35.024715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 18491fff-c646-41e7-a2fa-1f79a9f682af · outbound

This paper cites W., Hou, L., Longpre, S., Zoph, B., Tay, Y., Fedus, W., Li, Y., Wang, X., Dehghani, M., Brahma, S., et al.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning W., Hou, L., Longpre, S., Zoph, B., Tay, Y., Fedus, W., Li, Y., Wang, X., Dehghani, M., Brahma, S., et al

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.247316Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 923ed978-23b6-4c69-91ab-9272a0658573 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.258214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

This paper cites Implicit Chain of Thought Reasoning via Knowledge Distillation.

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 b303da38-d47e-47af-b57f-c0a89250332a · outbound

This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.374255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 836f65b2-8b9e-44ab-b49c-b4aa438ca0c0 · outbound

This paper cites The Llama 3 Herd of Models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning The Llama 3 Herd of Models

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.419674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e29318c6-7b71-472e-b6fb-ef2dd59f222e · outbound

This paper cites L., Jian, L., Lin, B.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning L., Jian, L., Lin, B

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.988534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c0334db6-baeb-4493-928f-851c5c12e1ab · outbound

This paper cites Towards revealing the mystery behind chain of thought: a theoretical perspective.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Towards revealing the mystery behind chain of thought: a theoretical perspective

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.968884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a12ab43b-3121-46b4-8fae-1bd2bc2ad424 · outbound

This paper cites Stream of Search (SoS): Learning to Search in Language.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Stream of Search (SoS): Learning to Search in Language

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.557993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad26f8bf-777b-49bf-8912-6e541244df80 · outbound

This paper cites Think before you speak: Training Language Models With Pause Tokens.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Think before you speak: Training Language Models With Pause Tokens

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.565978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc077f06-4a9d-40aa-9ed9-4f25abeffd49 · outbound

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

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Training Large Language Models to Reason in a Continuous Latent Space

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.574089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecf4406b-d843-4d99-bad9-58a7fee63a2a · outbound

This paper cites E., Nilsson, N.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning E., Nilsson, N

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.950664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e508001b-e826-4378-b987-2f3e1275ec73 · outbound

This paper cites OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.594956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a542b6c0-fa54-448e-8c9d-59eef10cce17 · outbound

This paper cites Measuring mathematical problem solving with the math dataset.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Measuring mathematical problem solving with the math dataset

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.874755Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca37edb0-095c-467e-8cd1-4ff688afc211 · outbound

This paper cites Measuring mathematical problem solving with the math dataset.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Measuring mathematical problem solving with the math dataset

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.624258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3f1f511-95b1-49c5-9ae6-03865ecc1d06 · outbound

This paper cites Forward-backward reasoning in large language models for mathematical verification.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Forward-backward reasoning in large language models for mathematical verification

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.715766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation fddac71e-bc02-4c6f-9758-872749e1aebf · outbound

This paper cites Efficient Planning in a Compact Latent Action Space.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Efficient Planning in a Compact Latent Action Space

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.802915Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4569f9-5f34-4437-9d6c-442435268721 · outbound

This paper cites H-GAP: Humanoid Control with a Generalist Planner.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning H-GAP: Humanoid Control with a Generalist Planner

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.863441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6cca35c4-060e-4932-a5e8-3a0e5209f7cd · outbound

This paper cites The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.870675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bbafcd1-9f8b-44ee-acc3-3a02bca8967f · outbound

This paper cites S., Reid, M., Matsuo, Y., and Iwasawa, Y.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning S., Reid, M., Matsuo, Y., and Iwasawa, Y

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.876998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 695e60be-d961-4bf5-b8ad-705685d1d8e2 · outbound

This paper cites Beyond a*: Better planning with transformers via search dynamics bootstrapping.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Beyond a*: Better planning with transformers via search dynamics bootstrapping

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.611218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c89d6520-6513-417b-9bdd-559a394ef541 · outbound

This paper cites Chain of Thought Empowers Transformers to Solve Inherently Serial Problems.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Chain of Thought Empowers Transformers to Solve Inherently Serial Problems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.890490Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2a9ae31-3a5c-4c05-b7e8-0b6d25b44e3d · outbound

This paper cites Y., Bras, R.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Y., Bras, R

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.576444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 069496ad-7457-4596-9059-f52753359572 · outbound

This paper cites Deliberation in Latent Space via Differentiable Cache Augmentation.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Deliberation in Latent Space via Differentiable Cache Augmentation

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:32.903040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a56bb5e-7fdc-4289-8e13-a983e2ac9239 · outbound

This paper cites Finemath: the finest collection of mathematical content, 2024.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Finemath: the finest collection of mathematical content, 2024

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.481424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c866a5c8-0763-4af9-ac1e-23a262359024 · outbound

This paper cites Show Your Work: Scratchpads for Intermediate Computation with Language Models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Show Your Work: Scratchpads for Intermediate Computation with Language Models

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.061214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8b92a72-72c2-4424-bec4-17a25157877c · outbound

This paper cites Byte Latent Transformer: Patches Scale Better Than Tokens.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Byte Latent Transformer: Patches Scale Better Than Tokens

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.078204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8b59338-403d-40bd-8971-6425ee665355 · outbound

This paper cites Let's Think Dot by Dot: Hidden Computation in Transformer Language Models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Let's Think Dot by Dot: Hidden Computation in Transformer Language Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.083474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae9496a-0921-47da-ad35-5ff8f3072e58 · outbound

This paper cites Language models are unsupervised multitask learners.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Language models are unsupervised multitask learners

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.090077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a529de6e-c377-4ce3-9d20-ab6c5ef28747 · outbound

This paper cites an unresolved cited work.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Unresolved cited work

Reference 37

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65165c19-4a92-4f70-8962-638099c0ea21 · outbound

This paper cites Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Language Models Are Greedy Reasoners: A Systematic Formal Analysis of Chain-of-Thought

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.100793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d28d43e8-c6eb-41d5-9ff7-e40918087a3f · outbound

This paper cites Analysing Mathematical Reasoning Abilities of Neural Models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Analysing Mathematical Reasoning Abilities of Neural Models

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.105528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3595bde9-c9c6-4564-9c6a-2861762cf69b · outbound

This paper cites Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Dualformer: Controllable Fast and Slow Thinking by Learning with Randomized Reasoning Traces

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.111781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6271ed04-48b0-4f08-9354-d7415b1682a5 · outbound

This paper cites GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.116839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95ef10ee-acc7-4faf-b801-3a4096439203 · outbound

This paper cites MathScale: Scaling Instruction Tuning for Mathematical Reasoning.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning MathScale: Scaling Instruction Tuning for Mathematical Reasoning

Reference 42

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Source-reported events for the cited work

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Observation 4f55b28b-20a2-4adb-92c4-026e1a8f59e0 · outbound

This paper cites DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.286278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02cbfcc0-b483-452e-96fd-ee7904e3d1f6 · outbound

This paper cites Neural discrete representation learning.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Neural discrete representation learning

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.390145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89263b00-304d-4ea4-9f8a-05a55bf49d47 · outbound

This paper cites Chain-of-Thought Reasoning Without Prompting.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Chain-of-Thought Reasoning Without Prompting

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.442997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 467ae320-3ac3-4f24-a4c1-831e584e5a5c · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.448130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38089244-ea72-4893-8b3c-42db39940a37 · outbound

This paper cites Guiding Language Model Reasoning with Planning Tokens.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Guiding Language Model Reasoning with Planning Tokens

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.453157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a4cc883-1ff5-444e-86cc-63b07f184d7a · outbound

This paper cites V., Zhou, D., et al.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning V., Zhou, D., et al

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T05:22:34.364199Z

Source-reported events for the cited work

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Observation 52e6cd49-af4d-45b3-a256-2b1ef945d4a9 · outbound

This paper cites V., Zhou, D., et al.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning V., Zhou, D., et al

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.462351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3743882-f94d-451a-bbc8-96d8964191d8 · outbound

This paper cites From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning From Sparse Dependence to Sparse Attention: Unveiling How Chain-of-Thought Enhances Transformer Sample Efficiency

Reference 50

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Source-reported events for the cited work

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Observation 66b763e7-a1f5-40d1-b0f3-e11308d36d85 · outbound

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Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Qwen2.5 Technical Report

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.473999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1d3ebe6-37c8-478e-9495-995a9b9a2dbf · outbound

This paper cites Tree of thoughts: Deliberate problem solving with large language models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Tree of thoughts: Deliberate problem solving with large language models

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.479646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e29f93b-4891-4173-b5b3-31ea377478cd · outbound

This paper cites MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.484399Z

Source-reported events for the cited work

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Observation 571742c2-1501-486e-abb1-1df06d46e972 · outbound

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Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Distilling System 2 into System 1

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.519990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 655cb3fe-7512-44d5-906b-dd56e0aa0ad0 · outbound

This paper cites MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.554899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0261e3f-3a43-4f74-9811-3ee00a9ba015 · outbound

This paper cites Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics.

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T05:22:33.630625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 61fd722c-90a8-4790-912b-def2dc6d2b0c · inbound

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models cites this paper.

WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-11T05:32:16.568234Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 640e2004-bcbf-4d6e-9007-13f08e5b1787 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 163

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:56.842168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation ca3e3816-92fd-4359-ad89-41f11e5cd87e · inbound

GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection cites this paper.

GaLore 2: Large-Scale LLM Pre-Training by Gradient Low-Rank Projection Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T05:32:23.044552Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b4f20bd-d0ef-4478-bcdd-19e9895222aa · 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 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:39.873922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd3660a6-87d6-4a84-9189-cf6483b32d49 · inbound

Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models cites this paper.

Long or short CoT? Investigating Instance-level Switch of Large Reasoning Models Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T10:52:44.759130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f847f77-a876-43b6-ae93-0b7bc9c5534f · inbound

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models cites this paper.

PREMISE: Scalable and Strategic Prompt Optimization for Efficient Mathematical Reasoning in Large Models Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:26:29.762250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a901718-1f86-4f94-906e-05aa0011a166 · inbound

A Survey on Latent Reasoning cites this paper.

A Survey on Latent Reasoning Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T19:14:31.222528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c00da6aa-09d5-45b5-8407-78a00ceea478 · inbound

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey cites this paper.

Towards Concise and Adaptive Thinking in Large Reasoning Models: A Survey Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 167

Resolution: unresolved; no resolver link, observed 2026-08-06T17:54:17.667598Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46024e7b-6924-4273-84d2-f4f7a36fa9b2 · inbound

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

Implicit Reasoning in Large Language Models: A Comprehensive Survey Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-05T11:39:36.734847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fb4d2ff-4add-4a13-8029-c7953fc8d524 · inbound

Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure cites this paper.

Dynamics Within Latent Chain-of-Thought: An Empirical Study of Causal Structure Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T03:14:20.679669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb630eea-1661-4da9-892f-08f59a7597f1 · inbound

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

SeLaR: Selective Latent Reasoning in Large Language Models Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-11T00:35:49.673222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9f11ffc6-9065-48f1-83eb-b0f656729a6b · inbound

LEPO: Latent Reasoning Policy Optimization for Large Language Models cites this paper.

LEPO: Latent Reasoning Policy Optimization for Large Language Models Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T05:46:09.854017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 458ad386-77eb-4307-ac26-308431d16fb8 · inbound

Xiaomi OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation cites this paper.

Xiaomi OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 90

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:11:20.807177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 39c8e822-17f8-415c-a770-5d479634be57 · inbound

Xiaomi OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation cites this paper.

Xiaomi OneVL: One-Step Latent Reasoning and Planning with Vision-Language Explanation Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 90

Resolution: verified exact; arxiv_id, observed 2026-05-12T00:56:14.437815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation d817a5ec-5d8d-498e-8eb9-51047f5e3532 · 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 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 86

Resolution: verified exact; arxiv_id, observed 2026-05-09T23:54:45.630369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7dcf8f8e-4544-4113-adfe-80bd84298cc7 · inbound

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens cites this paper.

Shorthand for Thought: Compressing LLM Reasoning via Entropy-Guided Supertokens Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:51:25.736287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3c076905-8ec5-4128-83c4-7cbeda66898c · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 89

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.549980Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cdbb3065-4e7d-4533-ae7f-743ec3fe8aff · inbound

Dynamic Latent Routing cites this paper.

Dynamic Latent Routing Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 42

Resolution: verified exact; arxiv_id, observed 2026-05-15T01:49:38.150490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation af822921-e6a3-4e57-a262-e1a7aa9ba682 · inbound

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

Transformers Provably Learn to Internalize Chain-of-Thought Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:33:30.566297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c433f3cd-4aee-4557-b067-c6e1dc684535 · inbound

Rethinking the Role of Positional Encoding: Sliding-Window Transformers without PE Remain Turing Complete cites this paper.

Rethinking the Role of Positional Encoding: Sliding-Window Transformers without PE Remain Turing Complete Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 91

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T22:06:16.206369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 67224aed-3f40-479f-9cef-9fc1c9b79d8f · inbound

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

Geometric Latent Reasoning Induces Shorter Generations in LLMs Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:46:19.020444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5d55168b-467e-4cc0-8d06-32255da5347f · inbound

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning cites this paper.

Spectral-Progressive Thought Flow for Lightweight Multimodal Reasoning Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:16:15.643472Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 32b647b4-fc87-4c0e-a04c-e3d7228e1b44 · inbound

Adaptive Latent Agentic Reasoning cites this paper.

Adaptive Latent Agentic Reasoning Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 26

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T23:26:22.313329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 05e2947f-0417-468f-ab2f-759b1bf5806e · inbound

TARPO: Token-Wise Latent-Explicit Reasoning via Action-Routing Policy Optimization cites this paper.

TARPO: Token-Wise Latent-Explicit Reasoning via Action-Routing Policy Optimization Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:56:57.572342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 91141922-d346-4e61-9185-59c300a867fc · inbound

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

DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-02T16:57:10.035720Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 3684e0bb-bbce-4634-bbec-4e6478a653ce · inbound

PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space cites this paper.

PearlVLA: Progressive Embodied Action-Plan Refinement in Latent Space Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-07-03T20:58:58.504416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7c1c57b0-83f7-4998-b396-017b2dafdb1c · inbound

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning cites this paper.

Modularized Reinforcement Learning on LLMs: From MDP Creation to Exploration and Learning Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 183

Resolution: verified exact; arxiv_id, observed 2026-07-04T07:59:40.755629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 469b44de-0523-4457-8925-df8a8127ff23 · inbound

Latent-CURE for Breast Cancer Diagnosis cites this paper.

Latent-CURE for Breast Cancer Diagnosis Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 19

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:14:19.197015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 4367c273-f75b-46c0-ab43-193bff4d5ac8 · inbound

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment cites this paper.

Is Your Model Thinking or Just Stagnating? PUMA: Diagnosing Reasoning Pathology via Phase-Momentum Alignment Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T18:49:30.240588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1de0688b-6c75-425a-9f0a-d845ef2b3df4 · 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 Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T04:14:45.940119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8256d474-3a6e-4730-8d9f-48eac2aa2050 · inbound

Latent Thought Credit: Multi-Answer Credit Assignment for Latent Reasoning cites this paper.

Latent Thought Credit: Multi-Answer Credit Assignment for Latent Reasoning Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T15:12:34.074264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.