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Paper Citation Record · LEDGER

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants

As of 17 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 4 inbound Pith citation observations for arXiv:2507.01887.

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

pith.paper-citation-record.v1
2507.01887 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:46:22.680872Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:22:43.552317Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-28T23:42:49.695653Z

Reference resolution

55 of 55 outbound references displayed

  • verified exact1
  • verified fuzzy16
  • unresolved38
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a8e08ec2-fbf7-43b1-8d4e-a0f4cf348d96 · outbound

This paper cites Knowledge distillation: A good teacher is patient and consistent.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Knowledge distillation: A good teacher is patient and consistent

Reference 1

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:19.910842Z digest=sha256:3f556a1b645f9c4b892e573d7f44e1daa70f94269bdf53f04d74f64cd08849b9

Observation 560bdda4-6e75-458d-9855-aeeaa5e187d8 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Gonzalez, Ion Stoica, and Eric P

Reference 2

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:19.970917Z digest=sha256:deaf035247f6812e1518054b9d8c4c4690fc80ce85383b1ea91fbf30dc3ea493

Observation d846354f-988c-48fa-b72e-e247fffe35d5 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Training Verifiers to Solve Math Word Problems

Reference 3

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source=pdf_text observed=2026-08-06T20:46:20.030401Z digest=sha256:90990e30484a61c8c21a08df59442d3e45ee705b8b0f98e7d3d0593b5d01ba93

Observation 6f11e2b8-592c-4c5c-b123-6602e622e53b · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 4

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source=pdf_text observed=2026-08-06T20:46:20.130026Z digest=sha256:2c9f724e6bcb3c8856c4db9b91ffc204ac096c2c11e335bdeb78b1ea54ebbc19

Observation 86d77c1a-c360-4dc9-9672-cd9bb91506a9 · outbound

This paper cites Open r1: A fully open reproduction of deepseek-r1, January 2025.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Open r1: A fully open reproduction of deepseek-r1, January 2025

Reference 5

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source=pdf_text observed=2026-08-06T20:46:20.218353Z digest=sha256:54a517f38c08f3eb60e10169c4f44f1a01e4a5a33db4440be2918e622439d2de

Observation 397888fe-a026-49fd-ba17-9f51edf90829 · outbound

This paper cites The language model evaluation harness, 07 2024.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants The language model evaluation harness, 07 2024

Reference 6

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source=pdf_text observed=2026-08-06T20:46:20.282592Z digest=sha256:c000edca5aaced83cfde546f6afd04759ef6d292f980eda85d65b617eb6e3f50

Observation af608f36-07ec-4f18-9aad-bbfc995b4a69 · outbound

This paper cites Arcee’s MergeKit: A toolkit for merging large language models.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Arcee’s MergeKit: A toolkit for merging large language models

Reference 7

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source=pdf_text observed=2026-08-06T20:46:20.378032Z digest=sha256:4b0aa238c61d2cba84798e53a7a5e03a4700580cb99993e9b0d22eab0524fb02

Observation b7752b7d-4597-496f-b535-5e1a31232999 · outbound

This paper cites Rea- soning with language model is planning with world model.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Rea- soning with language model is planning with world model

Reference 8

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source=pdf_text observed=2026-08-06T20:46:20.476840Z digest=sha256:92a020417a48114d88db5c5dbc032599705255a21864b66955df279f125f06b9

Observation b5429dd4-be1b-4d15-911e-9e5c6457bb2e · outbound

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

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems

Reference 9

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source=pdf_text observed=2026-08-06T20:46:20.560505Z digest=sha256:4518d223f703e77c39adde130ec7ba934688c9ac8a3df350207fee6343260a36

Observation 4c534f24-de25-48fe-9418-af5542881ace · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Measuring Mathematical Problem Solving With the MATH Dataset

Reference 10

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source=pdf_text observed=2026-08-06T20:46:20.675607Z digest=sha256:c00a4dfa06bce8deaa93090ef73734ecbc662f012c300222dc053dbc3fd39809

Observation 9ecf43e0-9f05-4204-906a-3a7caf006ae9 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Distilling the Knowledge in a Neural Network

Reference 11

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source=pdf_text observed=2026-08-06T20:46:20.800832Z digest=sha256:99bfcb22a0b3756bcbbac1ce428396bf320c419eacb9e2663752ee7b299b7382

Observation 376ec1f2-36b5-4bc6-803c-3be9baa63652 · outbound

This paper cites Tinybert: Distilling bert for natural language understanding.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Tinybert: Distilling bert for natural language understanding

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:20.896647Z digest=sha256:f12cfddc8f8c4fb8f809808e6653128bfcdcf974fda41ce792cad607fb36f737

Observation 216954a9-a0ba-4bb9-b95d-776b2bede822 · outbound

This paper cites Sequence-level knowledge distillation.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Sequence-level knowledge distillation

Reference 13

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source=pdf_text observed=2026-08-06T20:46:21.012311Z digest=sha256:3811ed0513e82bee7165b6e0171f95cd69c994a4d457b5560c155b1e2f6adc83

Observation d9fad2b2-6cc8-402a-b585-d44306dcb6c8 · outbound

This paper cites Small models struggle to learn from strong reasoners, 2025.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Small models struggle to learn from strong reasoners, 2025

Reference 14

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source=pdf_text observed=2026-08-06T20:46:21.125575Z digest=sha256:a4eacdde1a401beabec3465378afdbc448bf000914aa915ecd642a2f270cf499

Observation 44bd0be0-283b-4f1b-b9b9-24a0074cdf94 · outbound

This paper cites Let's Verify Step by Step.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Let's Verify Step by Step

Reference 15

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source=pdf_text observed=2026-08-06T20:46:21.229510Z digest=sha256:b01ea4e0d0ad7513396f0e22722b6ea4a3d2e69daf5db82985a5e7c36f41fdb1

Observation 63096cfe-6674-403a-a7f3-df1960103967 · outbound

This paper cites Improved knowledge distillation via teacher assistant.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Improved knowledge distillation via teacher assistant

Reference 16

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:21.343375Z digest=sha256:31e2b61cad29523587610ff9fb39eb725ae980964b21cd986f6747c557f0c9b1

Observation b1bdd0aa-fe30-4ec9-85d1-af65437b4f08 · outbound

This paper cites Learning to reason with llms, 2024.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Learning to reason with llms, 2024

Reference 17

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source=pdf_text observed=2026-08-06T20:46:21.424261Z digest=sha256:d8a0182947f035a6f98261d7600e34d68f6233ab02a9435fc25ee52bc532f10f

Observation bfa2c02f-3b34-4de7-b890-6d2b94e624c6 · outbound

This paper cites Openai o1 system card, 2024.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Openai o1 system card, 2024

Reference 18

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:21.482789Z digest=sha256:7ae82055e923a67179cd058e35ec777d758916722311b31f4f73f6f2411941d9

Observation 2889fd10-13b7-438a-b232-3142c2abe1ba · outbound

This paper cites Distilling linguistic context for language model compression.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Distilling linguistic context for language model compression

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:21.529999Z digest=sha256:a14a36bc3905eff03eaceb5602e3fbfb16623bafe27430b73e26524e9b83ae52

Observation 764e42ab-a1e1-4336-a2e9-c90d3b6edb80 · outbound

This paper cites Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

Reference 20

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source=pdf_text observed=2026-08-06T20:46:21.623327Z digest=sha256:fe6086aa841cba0d47a0fefe8e8610898e4929eceb05cc852504bb1b97107b14

Observation b839e2d7-f232-4906-8d68-433cd0fff725 · outbound

This paper cites FitNets: Hints for Thin Deep Nets.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants FitNets: Hints for Thin Deep Nets

Reference 21

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source=pdf_text observed=2026-08-06T20:46:21.727240Z digest=sha256:ccf6f547ac6e97182d67e3d525cf06caa3574795ffdb4a98ec7113ba3fd0c294

Observation 212dee1c-49f9-4a32-b69c-302f70771699 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 22

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source=pdf_text observed=2026-08-06T20:46:21.856501Z digest=sha256:5b0dd38cf60b59cda3b6b795cbeb338a967bb704d8d8a5d1fa3dd16cf6f87038

Observation 85060134-dc0b-4bf7-a944-36afe391122a · outbound

This paper cites Seed-thinking-v1.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Seed-thinking-v1

Reference 23

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source=pdf_text observed=2026-08-06T20:46:21.979106Z digest=sha256:f282194dc4cebef98ec31a347c7c154868835bb4bacb12e0585804bf99a0d369

Observation 31354937-6e9c-4fe0-8ab0-7476ce22089f · outbound

This paper cites Densely guided knowledge distillation using multiple teacher assistants.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Densely guided knowledge distillation using multiple teacher assistants

Reference 24

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.069537Z digest=sha256:f1fbf679718a10451e43b6d3d9b20c851707476f7f537f915a0304b533cb171c

Observation 6ad1efc8-5f6b-46c8-a46a-d5854f7f1441 · outbound

This paper cites Patient Knowledge Distillation for BERT Model Compression.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Patient Knowledge Distillation for BERT Model Compression

Reference 25

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source=pdf_text observed=2026-08-06T20:46:22.171701Z digest=sha256:e824e315dfcc4ff62bfc865633d1f03b75386e8cbaacd9d09a9a3e3d18e055e4

Observation ca944f53-49ea-4856-a699-e0926fc8a87e · outbound

This paper cites Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Distilling Task-Specific Knowledge from BERT into Simple Neural Networks

Reference 26

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source=pdf_text observed=2026-08-06T20:46:22.289822Z digest=sha256:b45a907e99d4308984a0d45c357786aa0de2e7772891a870fec9b7e363300e44

Observation 0a800fa1-4f02-4444-bf03-5bef04897c52 · outbound

This paper cites Stanfordalpaca: Aninstruction-followingllamamodel.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Stanfordalpaca: Aninstruction-followingllamamodel

Reference 27

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No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.326459Z digest=sha256:9025a8bfeb59f94c8076e19a5b165e84a54bb0a2ab0198a8d179ad267b934706

Observation ac8999db-fdbd-4ebf-b03f-3b28e07dbe4a · outbound

This paper cites Open Thoughts, January 2025.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Open Thoughts, January 2025

Reference 28

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source=pdf_text observed=2026-08-06T20:46:22.405731Z digest=sha256:a3dca0332648c39c962e20a3d86b42d85ecccdc09ecd2aa080f895707dfe0d50

Observation 5b462402-d9f5-457b-b429-79aee7b5c51e · outbound

This paper cites Qwen2.5: A party of foundation models, September 2024.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Qwen2.5: A party of foundation models, September 2024

Reference 29

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source=pdf_text observed=2026-08-06T20:46:22.580484Z digest=sha256:f25ec70ff601ff4f560d4ca28392f88cb822c289117b707c1158208362c42d37

Observation 7f12e84a-e825-4bf5-9f83-627913e60b2d · outbound

This paper cites Qwq: Reflect deeply on the boundaries of the unknown, November 2024.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Qwq: Reflect deeply on the boundaries of the unknown, November 2024

Reference 30

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.610668Z digest=sha256:26f28acd0434eaa32d31291a18426fd3fc4cd6cfed508aa92b3b8e17167e9ce4

Observation cc68caa3-a802-4b33-a93e-9e73f2abb0c6 · outbound

This paper cites Qwq-32b: Embracing the power of reinforcement learning, March 2025.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Qwq-32b: Embracing the power of reinforcement learning, March 2025

Reference 31

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source=pdf_text observed=2026-08-06T20:46:22.613803Z digest=sha256:6d7cfde5e253024c9e6e2fe2fbf4cbdf8d8e4c344244b860d3584fecf9295c3a

Observation bf48f626-7204-4dc0-9a9f-d9e793282c6b · outbound

This paper cites Alphazero-like tree-search can guide large language model decoding and training.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Alphazero-like tree-search can guide large language model decoding and training

Reference 32

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raw_fallback, observed 2026-08-06T20:46:23.347339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.616659Z digest=sha256:5fb1e9325ac1ddc340fd8bd9c1f3ecf650a3aa43066d8ee17448df358d072d97

Observation 25ac9916-19c3-44aa-9a10-a9560ebd0105 · outbound

This paper cites EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning

Reference 33

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source=pdf_text observed=2026-08-06T20:46:22.619307Z digest=sha256:30c301cff1c1e0c888343ab5a60269e74f264e13f4609ff3251f662ef3aaf830

Observation 38325ec4-0936-4680-90af-ebd3acf3a702 · outbound

This paper cites Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers.Advances in neural information processing systems, 33:5776–5788, 2020.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Minilm: Deep self-attention distillation for task-agnostic compression of pre-trained transformers.Advances in neural information processing systems, 33:5776–5788, 2020

Reference 34

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source=pdf_text observed=2026-08-06T20:46:22.622427Z digest=sha256:b95c621a13714a2beac019a7de3ace47366e4a99957e5c7046b3e8650e9304b1

Observation 7326293e-1776-4b2c-8d1e-828e7407c6d9 · outbound

This paper cites Smith, Daniel Khashabi, and Hannaneh Hajishirzi.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Smith, Daniel Khashabi, and Hannaneh Hajishirzi

Reference 35

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source=pdf_text observed=2026-08-06T20:46:22.625072Z digest=sha256:93739db6c911d99758ee32d0685acbc3cf631bd68091552172fcf22bec8e902a

Observation a5217420-a09e-40b7-b4da-e7462991a6a3 · outbound

This paper cites Chain-of-Thought Prompting Elicits Reasoning in Large Language Models.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Chain-of-Thought Prompting Elicits Reasoning in Large Language Models

Reference 36

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no resolver link, observed 2026-08-06T20:46:22.627924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:46:22.627924Z digest=sha256:a62a7cf2dda779a29f25f46d7a2001a41c4af34bc4410b0f2256ed24d265539a

Observation c17a0cd6-9280-4801-9636-f0b99cb58c8d · outbound

This paper cites Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Light-R1: Curriculum SFT, DPO and RL for Long COT from Scratch and Beyond

Reference 37

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source=pdf_text observed=2026-08-06T20:46:22.631170Z digest=sha256:f22ebfe470da6bd77f1db2c143566eb81ab0219aa28179c7be20fa77eebf5c81

Observation 7d73ab5a-79c6-4af0-9257-b52489e2e304 · outbound

This paper cites Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging

Reference 38

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no resolver link, observed 2026-08-06T20:46:22.633913Z

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source=pdf_text observed=2026-08-06T20:46:22.633913Z digest=sha256:49868923f19583dc25ccde7ead3b15a5820480c09633820cb27cbf28c9ca036f

Observation d6191743-5070-4489-9102-0968ae88279e · outbound

This paper cites WizardLM: Empowering large pre-trained language models to follow complex instructions.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants WizardLM: Empowering large pre-trained language models to follow complex instructions

Reference 39

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no resolver link, observed 2026-08-06T20:46:22.636471Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:46:22.636471Z digest=sha256:c16675354e3a59c8a99b513c83b026a35a98e75e0b5d89bb219ceef96b0a3528

Observation 572aeafa-3841-4ecd-b24c-8a0ca7a941bd · outbound

This paper cites BERT-of-Theseus: Compressing BERT by progressive module replacing.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants BERT-of-Theseus: Compressing BERT by progressive module replacing

Reference 40

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verified fuzzy
raw_fallback, observed 2026-08-06T20:46:23.225143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.639573Z digest=sha256:9a135177e8d7d7f5d89d9601e74e6346513a27c6d06f168e3e8b32a31d6cc960

Observation 727217f9-4428-4fef-9c80-dc77387175cc · outbound

This paper cites McAuley, and Furu Wei.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants McAuley, and Furu Wei

Reference 41

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verified fuzzy
raw_fallback, observed 2026-08-06T20:46:23.216972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.642733Z digest=sha256:56398773df48651e6f30fcc8a448daeb21ff532a57826550ad9a13c40b949c2d

Observation 0b88b61b-25b4-4ac4-a1fb-0c61d8d09008 · outbound

This paper cites Qwen2.5 Technical Report.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Qwen2.5 Technical Report

Reference 42

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no resolver link, observed 2026-08-06T20:46:22.645326Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:46:22.645326Z digest=sha256:b9eea6c893c8a9ffdb201557935ffeba34a133a95f5a9b89166eefddd585e056

Observation a983f384-baf5-4edc-a7d3-350f1dcddcac · outbound

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

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Tree of thoughts: Deliberate problem solving with large language models

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:46:23.207698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.648415Z digest=sha256:ad999c3048d963f02763810484337f1e0cb74359c5bcc443e016274aa67c5cd5

Observation a9587e36-762d-46ea-9068-cd3144d59ff7 · outbound

This paper cites Limo: Less is more for reasoning,.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Limo: Less is more for reasoning,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:46:23.199341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.651308Z digest=sha256:70fb15a0c8456855a47393c17a933e79f462053bc63f75cbef2829ea4c0edfaa

Observation 5eb32513-0f22-46f5-8f9d-30a37b18c4ec · outbound

This paper cites Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models

Reference 45

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verified exact
local_arxiv, observed 2026-08-06T20:46:22.784340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.656582Z digest=sha256:0c1924fc299bef09c9960db21f5192f317ec8e91397953713bdfa0806f6ce923

Observation 8fa7853b-92d4-4251-95da-97ac686426d6 · outbound

This paper cites Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

Reference 46

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no resolver link, observed 2026-08-06T20:46:22.659429Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:46:22.659429Z digest=sha256:18774e46857f7e1d2ba558fa789cbecfefe0fb7ea8ceef054ab929e5f9e6344c

Observation b67f1464-ab72-4758-b036-d34175e53307 · outbound

This paper cites Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer

Reference 47

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unresolved
no resolver link, observed 2026-08-06T20:46:22.662194Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:46:22.662194Z digest=sha256:fdeb9903ab3971f575f2de64e3b83ff852d3adcc88442c0d0ad1749acf9d033b

Observation fc018c46-8626-4dd7-ac32-b30f746cb543 · outbound

This paper cites an unresolved cited work.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Unresolved cited work

Reference 48

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unresolved
raw_fallback, observed 2026-08-06T20:46:23.190403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.664903Z digest=sha256:58e5d46b81520a74125689ceb7e2798834ac22112b90973e2c87287f865344c6

Observation 86cc947f-b70f-499a-b37b-03d8964ea01b · outbound

This paper cites Towards the Law of Capacity Gap in Distilling Language Models.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Towards the Law of Capacity Gap in Distilling Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-06T20:46:22.667588Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:46:22.667588Z digest=sha256:c2059c85ac2275cf135edaf848401a1fe36bc95058b54b84a8786d7b794c11f1

Observation 698e248b-c269-4a4f-9109-75599c2537bd · outbound

This paper cites Lifting the Curse of Capacity Gap in Distilling Language Models.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Lifting the Curse of Capacity Gap in Distilling Language Models

Reference 50

Resolution
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no resolver link, observed 2026-08-06T20:46:22.670125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:46:22.670125Z digest=sha256:71126d39f13f3fac85cdcda4bb160e04d1eea90d927a8cf24e954e84a15cd90e

Observation ec4a05a0-e15f-4e20-987f-0d399fbaae08 · outbound

This paper cites Decoupled knowledge distillation.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Decoupled knowledge distillation

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-06T20:46:22.673069Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T20:46:22.673069Z digest=sha256:74b7ba20207853f8b1a300c2408b4d2433f4c4c94e85f97783d0913952552f07

Observation 9fcaec39-528a-4f29-925f-c48e4d9dd322 · outbound

This paper cites Llamafactory: Unified efficient fine-tuning of 100+ language models, 2024.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Llamafactory: Unified efficient fine-tuning of 100+ language models, 2024

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:46:23.176215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.675668Z digest=sha256:137177cb7596a0cf52a352e01bbd22b7b30dcf4530facecd33e4771e7e7042cc

Observation 4007b8d0-5a39-4037-b5aa-2c90c502974e · outbound

This paper cites BERT learns to teach: Knowledge distillation with meta learning.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants BERT learns to teach: Knowledge distillation with meta learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T20:46:23.167079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-06T20:46:22.677949Z digest=sha256:cb7569b08135134120de987c713aee3513d634bb9057ce3237e29cd52f9af65d

Observation 70ca5cdb-238e-456b-858e-79ebb45c5707 · outbound

This paper cites Is Your LLM Outdated? A Deep Look at Temporal Generalization.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants Is Your LLM Outdated? A Deep Look at Temporal Generalization

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-06T20:46:22.680872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:46:22.680872Z digest=sha256:930ef81e13d1b5b56bcb1987fe3258e2d4478011788bf1a07985aa6d45e33cc5

Observation 4318041f-eeab-4100-bea3-3a244075aaac · outbound

This paper cites LIMO: Less is More for Reasoning.

MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants LIMO: Less is More for Reasoning

Reference 2025

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unresolved
no resolver link, observed 2026-08-06T20:46:22.654084Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T20:46:22.654084Z digest=sha256:6c4436f635da58097fba13ffe700d2fbd99d16a2b47a5e2c14ec01243bb1e15a

Pith citing papers

Observation 2b9319b1-98c9-41e8-a093-1ffbe86d4ad6 · inbound

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment cites this paper.

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-05-16T12:27:52.457119Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-05-16T12:23:56.318846Z digest=sha256:aeb9922417e874080e7d4b040cf2c8eeb0cc7054fd71c58bf7604ebbcaa8f00e

Observation 27d01647-ff0d-49b9-929e-45441905052e · inbound

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment cites this paper.

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants

Reference 9

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unresolved
no resolver link, observed 2026-08-03T09:22:43.552317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T09:22:43.552317Z digest=sha256:a9c07ed79b086a6f7f352e313e32a6e65cbb6632fe915945b3540cbf114b6f18

Observation 11f4e598-4146-4909-aaa0-23a0b8ddf05f · 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 MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants

Reference 4

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unresolved
no resolver link, observed 2026-08-03T04:22:09.812983Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T04:22:09.812983Z digest=sha256:9699aae7b644495a3292f7126a4754804ebeea237a3f25712912de0bd0d6d3a7

Observation 4b99d063-58a2-498d-9852-d0a518ee195c · inbound

Trust-Region Behavior Blending for On-Policy Distillation cites this paper.

Trust-Region Behavior Blending for On-Policy Distillation MiCoTA: Bridging the Learnability Gap with Intermediate CoT and Teacher Assistants

Reference 2

Resolution
metadata mismatch
arxiv_id, observed 2026-06-28T23:42:49.697073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-06-28T23:37:04.557800Z digest=sha256:8f5b4e347682e3c5b0e8f4b2016bd9dbca59cca428d6d8ae4b1888df8841e0d8