Paper Citation Record · LEDGER

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks

As of 15 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 2 inbound Pith citation observations for arXiv:2507.19353.

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

pith.paper-citation-record.v1
2507.19353 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:59:44.856560Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T16:19:43.627310Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T09:47:59.891197Z

Reference resolution

47 of 47 outbound references displayed

verified exact1
verified fuzzy13
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 690bc2d6-f7f0-4532-9f85-493698d8d927 · outbound

This paper cites GPT-4 Technical Report.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.646530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a37d09e8-42cc-46e8-8c84-e947fa7498b4 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.647298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation b152c510-7cca-40f6-b272-93a245a8f52d · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.655662Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78e63ac6-dea8-4dd9-af91-67d82a113f2e · outbound

This paper cites Longformer: The Long-Document Transformer.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Longformer: The Long-Document Transformer

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.660826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82cab816-1db1-4231-921c-72688eb0a222 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.625447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8f84bedc-4485-436b-a65f-77f9500fee1b · outbound

This paper cites Contributors.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Contributors

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.612244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df2d3b8f-ed3f-48d4-b747-795d32d51946 · outbound

This paper cites Contributors.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Contributors

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.598659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8fdcb59a-5e13-491d-b8c3-66af41779a0e · outbound

This paper cites Dao and A.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Dao and A

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.585410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a5ba03c5-05ba-4453-94eb-64e5b31aeb64 · outbound

This paper cites Dasigi, K.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Dasigi, K

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.570468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation bfa41064-f566-4ca0-8bec-273755ce0eb7 · outbound

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

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.694575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 319e60c1-226b-4b33-b2b2-1a087fe63393 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.699201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b71c882-0b22-4314-9bbd-707c2fa4ee86 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.557315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9119ae15-dd35-479e-90d2-cbd4ae511d8e · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.543616Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation dc93ca73-cc7c-47c8-9339-1b7665c59464 · outbound

This paper cites Gliwa, I.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Gliwa, I

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.713812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95d301c4-994f-4932-8f05-471a8cd6f9de · outbound

This paper cites Gu and T.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Gu and T

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.530356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 07723e62-e45a-4332-9c96-6248ec9980ea · outbound

This paper cites LongCoder: A Long-Range Pre-trained Language Model for Code Completion.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks LongCoder: A Long-Range Pre-trained Language Model for Code Completion

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.722539Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a630d52d-1096-4571-8767-27d3d715e45d · outbound

This paper cites Ho, A.-K.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Ho, A.-K

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.515063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a804b73f-1cf4-4050-a50f-069875d67ece · outbound

This paper cites Hsieh, S.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Hsieh, S

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.732306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ca61a0f-70a5-40fa-ae00-5b934cf7d863 · outbound

This paper cites Huang, S.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Huang, S

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.736315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7037e0c7-d50c-45c3-92b0-f73a75873b39 · outbound

This paper cites Joshi, E.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Joshi, E

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.488630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e26e1fb5-de0e-4a36-b6bd-75e26e4c90af · outbound

This paper cites Katharopoulos, A.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Katharopoulos, A

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.473670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ed27470d-7bb4-463a-8b4c-e8e7b74846fb · outbound

This paper cites The NarrativeQA Reading Comprehension Challenge.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks The NarrativeQA Reading Comprehension Challenge

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.747751Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 239d835b-2938-451d-b0e4-2ddd25b4c233 · outbound

This paper cites Li and D.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Li and D

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.458411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation eb8c5074-3866-4b87-81e4-4cf6c713db4e · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.443189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0355c61f-02ee-4bea-bdb0-ddea2c4b3790 · outbound

This paper cites RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks RepoBench: Benchmarking Repository-Level Code Auto-Completion Systems

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.759363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04dafd4-6b49-417c-8d12-ca5f0a715f0e · outbound

This paper cites Decoupled Weight Decay Regularization.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Decoupled Weight Decay Regularization

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.763470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3715bbe-b25b-43ef-ae58-49c600ff98d1 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.429214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a31becbc-a9cb-4e9b-bcaa-2101749fea7c · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.414985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation df1fa3e5-171b-4f99-92ee-7df03af6baba · outbound

This paper cites RWKV-7 "Goose" with Expressive Dynamic State Evolution.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks RWKV-7 "Goose" with Expressive Dynamic State Evolution

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.776814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee53efe2-8da2-4b56-9f05-d17b924a931d · outbound

This paper cites Are Long-LLMs A Necessity For Long-Context Tasks?.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Are Long-LLMs A Necessity For Long-Context Tasks?

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.781229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b447ea9-0027-4d23-8bdf-fa405accff29 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:59:45.398593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 21d26c32-a0f4-4a0a-a091-928ecffb07fb · outbound

This paper cites Qwen2.5 Technical Report.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Qwen2.5 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.790366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f60cb7d-b643-4529-9e81-8c8549342c0b · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.795419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d3d6938-a969-4c74-8695-a371b57f29be · outbound

This paper cites Learning to (Learn at Test Time): RNNs with Expressive Hidden States.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.800246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 656fb9f5-d7c7-4d0d-bcfe-5f1e43f7e06c · outbound

This paper cites Trivedi, N.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Trivedi, N

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.384092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 36a16163-45ef-44f6-aeba-c053b93665c9 · outbound

This paper cites an unresolved cited work.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.809555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cbaebf7-4512-4cce-a014-0db77c1c7d83 · outbound

This paper cites An Empirical Study of Mamba-based Language Models.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks An Empirical Study of Mamba-based Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.814523Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1bf3913-7d59-4af8-8865-d23f98f9c03e · outbound

This paper cites Gated Linear Attention Transformers with Hardware-Efficient Training.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Gated Linear Attention Transformers with Hardware-Efficient Training

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.818944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c08c1ab-34b2-4f6e-a0a7-b4e94f2d7173 · outbound

This paper cites Gated Delta Networks: Improving Mamba2 with Delta Rule.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Gated Delta Networks: Improving Mamba2 with Delta Rule

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.823929Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee28e176-b6bb-474f-99d9-ece68a615858 · outbound

This paper cites Parallelizing Linear Transformers with the Delta Rule over Sequence Length.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Parallelizing Linear Transformers with the Delta Rule over Sequence Length

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.828208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a21240f1-dc51-45cb-ab2a-d67375bfa695 · outbound

This paper cites HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.832382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ada8d60-cc5d-4f3e-ba47-5f186fd3f410 · outbound

This paper cites CompAct: Compressing Retrieved Documents Actively for Question Answering.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks CompAct: Compressing Retrieved Documents Actively for Question Answering

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.836577Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf1e1606-70ce-4a9c-8f5c-2cc7bc730fde · outbound

This paper cites Zhang, W.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Zhang, W

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.361277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9b45fca8-e35a-4cb4-9624-854a880db22a · outbound

This paper cites Chain of Agents: Large Language Models Collaborating on Long-Context Tasks.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T17:59:44.844567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85afa9ed-5c9f-401f-8343-bdb4fe00034e · outbound

This paper cites Zheng, D.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Zheng, D

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.347451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 215705ac-b17b-4f00-8c49-092df3c356dc · outbound

This paper cites Zhong, D.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks Zhong, D

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:59:45.333198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 308936de-e529-46fb-b487-136caf6aa4f0 · outbound

This paper cites ” delimiter, and the merging process is repeated at the sentence level. In practice, we utilize a prioritized list of delimiters—“\n\n\n.

Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks ” delimiter, and the merging process is repeated at the sentence level. In practice, we utilize a prioritized list of delimiters—“\n\n\n

Reference 47

Resolution: verified exact; raw_fallback, observed 2026-08-15T17:59:45.024519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation d5f598cc-4646-4262-ba5c-cb7eec314d56 · inbound

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning cites this paper.

Focusing by Contrastive Attention: Enhancing VLMs' Visual Reasoning Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T16:19:43.627310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 650a9734-cab2-4b3c-9a21-580734f8c0ba · inbound

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning cites this paper.

Architecture-Aware Reinforcement Learning Makes Sliding-Window Attention Competitive in Math Reasoning Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks

Reference 43

Resolution: verified exact; arxiv_id, observed 2026-07-03T09:47:59.892497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.