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Paper Citation Record · LEDGER

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards

As of 8 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2607.19219.

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

pith.paper-citation-record.v1
2607.19219 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T13:10:43.480639Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact12
  • verified fuzzy0
  • unresolved37
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5f0ab10d-c0ec-4e3c-9bb4-3b3d178368da · outbound

This paper cites GPT-5.5 System Card.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards GPT-5.5 System Card

Reference 1

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source=arxiv_source observed=2026-08-01T13:10:39.790118Z digest=sha256:eabd3e2f72795edd962becd76cd9215779c9b77612d781a55d657db6758e126a

Observation b154a9cf-679f-48ab-b76d-0754ea7cca74 · outbound

This paper cites an unresolved cited work.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Unresolved cited work

Reference 2

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source=arxiv_source observed=2026-08-01T13:10:39.871448Z digest=sha256:a1186b704ecc609e29b5dc9c64fc94d806f2c8667211ad4ddd4484a1fa8e2e8e

Observation 66105a85-af5a-40a3-9157-997cba5febb2 · outbound

This paper cites The Blind Spots in Automated Feedback Generation for Academic Writing.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards The Blind Spots in Automated Feedback Generation for Academic Writing

Reference 3

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source=arxiv_source observed=2026-08-01T13:10:39.934610Z digest=sha256:1efa9c7ec744584de859f7f1fbc3c90834497c57b9cb814d93e451d736c24003

Observation 8f111482-7422-4cfd-9beb-fbae6701e8b6 · outbound

This paper cites Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring

Reference 4

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source=arxiv_source observed=2026-08-01T13:10:40.004834Z digest=sha256:e85ddd70851e6d4440be28c77b9cb8814507faf5bb8a7dad71846d4f0c02b4e6

Observation 9c36372c-d445-47bd-a8e4-fcdf54dcf234 · outbound

This paper cites Can Large Language Models Automatically Score Proficiency of Written Essays?.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Can Large Language Models Automatically Score Proficiency of Written Essays?

Reference 6

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source=arxiv_source observed=2026-08-01T13:10:40.152992Z digest=sha256:dcd98d783fca85e422f60b272bc433dd5beb49957a0dd356d0319006aab66ef2

Observation 5d8c5272-74aa-4ea5-bcc5-63fd253d5187 · outbound

This paper cites Enhancing automated essay scoring by leveraging LSTM networks with hyper-parameter tuned word embeddings and fine-tuned LLMs.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Enhancing automated essay scoring by leveraging LSTM networks with hyper-parameter tuned word embeddings and fine-tuned LLMs

Reference 7

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doi, observed 2026-08-01T13:13:25.070115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.237984Z digest=sha256:cce026698e36ca2355bf3aae734cf28863e7c1365802a5a53b933cff99fc2c34

Observation 4ff53e6d-9ebb-4001-8462-7acce85fd10d · outbound

This paper cites Automated Text Scoring in the Age of Generative AI for the GPU-poor.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Automated Text Scoring in the Age of Generative AI for the GPU-poor

Reference 9

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source=arxiv_source observed=2026-08-01T13:10:40.418029Z digest=sha256:3d5e2cffb5afb44776aa219d7fb687bc874a3142742587798dec54ea80cf6794

Observation 13f3d091-6cc0-4415-866d-e1846e7ac8d3 · outbound

This paper cites Reflective Prompt Engineering for Assessment Rubric Optimization: An Empirical Study of Human--AI Alignment.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Reflective Prompt Engineering for Assessment Rubric Optimization: An Empirical Study of Human--AI Alignment

Reference 10

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doi, observed 2026-08-01T13:13:24.940041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.506303Z digest=sha256:04d7138c373b24b2f4a507b15e3e7aae89e543cb0ae2414fdb255e2e1900fb7e

Observation ac73ae30-e66a-4f2f-b5c7-e1f96235125b · outbound

This paper cites Exploring zero-shot essay scoring: from feature-based to LLM-based approaches.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Exploring zero-shot essay scoring: from feature-based to LLM-based approaches

Reference 11

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doi, observed 2026-08-01T13:13:24.827870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.573744Z digest=sha256:912df44877f18547174250ae92274b3e24f5884219f5fe92029d31c66b665e0b

Observation fe6ca31f-6807-4051-9308-4126c03b3825 · outbound

This paper cites Argumentative essay assessment with LLMs: A critical scoping review.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Argumentative essay assessment with LLMs: A critical scoping review

Reference 12

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doi, observed 2026-08-01T13:13:24.733794Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.649976Z digest=sha256:f0bee189d68bdae65de01e4a50531e46f5eefff999ff66586db545b41d0a1f77

Observation 0a824c2f-ec11-4446-9f9c-435febd11373 · outbound

This paper cites an unresolved cited work.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Unresolved cited work

Reference 13

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doi, observed 2026-08-01T13:13:24.623422Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.739570Z digest=sha256:4f01d69d31f497e2b29bb8edf9d6e472c45e44e79767444c29d8208c29159fe9

Observation e03f8a79-f4e1-4142-b48c-467e563c2e39 · outbound

This paper cites KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits

Reference 14

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doi, observed 2026-08-01T13:13:24.543297Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.805186Z digest=sha256:7fdd320ac8d63d4a696f361a391e2c139d0dfd66a5f420e1619b88f7ffad6a7f

Observation ca2caef5-00c3-4d77-8378-308cb89a372c · outbound

This paper cites CEAES : Bidirectional Reinforcement Learning Optimization for Consistent and Explainable Essay Assessment.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards CEAES : Bidirectional Reinforcement Learning Optimization for Consistent and Explainable Essay Assessment

Reference 15

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:40.873042Z digest=sha256:c87d2d5ea94bb1d0dd3b6a88110ba9c32ab29ecacd3efcf4f18e86ab04d33139

Observation 2bd79dab-bbb7-4c44-a6a7-ba8582b838c3 · outbound

This paper cites Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading

Reference 16

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source=arxiv_source observed=2026-08-01T13:10:40.955928Z digest=sha256:c00b79dc59eb193f544f7d2dc17bf354def58391ab46aa50743106c5eed240fe

Observation 3e8998ef-1320-490b-b0b6-8b22c81a1b1e · outbound

This paper cites An LLM-based hybrid approach for enhanced automated essay scoring.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards An LLM-based hybrid approach for enhanced automated essay scoring

Reference 17

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doi, observed 2026-08-01T13:13:24.332898Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:41.009702Z digest=sha256:f16da9c822f42f98dd45fb527800706b4c530ead586c6d579d9f5d694acc03d7

Observation 1cd15eb5-a4b5-42eb-8fd4-c5198048a4c6 · outbound

This paper cites E ssay J udge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards E ssay J udge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models

Reference 19

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doi, observed 2026-08-01T13:13:24.206919Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2e8a02a2-006a-4515-ae48-65b81b32f6a6 · outbound

This paper cites AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards AutoSCORE: Enhancing Automated Scoring with Multi-Agent Large Language Models via Structured Component Recognition

Reference 20

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b606762a-1445-4bc1-a087-6d53ecdf04ea · outbound

This paper cites Making meta-learning solve cross-prompt automatic essay scoring.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Making meta-learning solve cross-prompt automatic essay scoring

Reference 21

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source=arxiv_source observed=2026-08-01T13:10:41.334770Z digest=sha256:cc1078cd19afd9e7a58f120ff0226827eeee42347bf09a140e547542a3f5191b

Observation b14f8010-266c-4a52-b691-45ebb3facb6c · outbound

This paper cites Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs

Reference 22

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source=arxiv_source observed=2026-08-01T13:10:41.463063Z digest=sha256:c996738885b1db4a6aea422e26ec3f5bdf082b6e7d878b28eb8f8bff10834dc5

Observation a11e5296-41ce-4ec7-9d8a-fcf65017059c · outbound

This paper cites u rstenberg, Maurice and B \.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards u rstenberg, Maurice and B \

Reference 23

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source=arxiv_source observed=2026-08-01T13:10:41.539049Z digest=sha256:ecfe8922668eba6dc79ae8db3bdebd540f0eb1f6106b5005c57b3f1c10e65d2f

Observation b9ecfaa3-c14e-4f31-a4fa-e8d665b3aee0 · outbound

This paper cites Automated Essay Scoring via Pairwise Contrastive Regression.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Automated Essay Scoring via Pairwise Contrastive Regression

Reference 24

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source=arxiv_source observed=2026-08-01T13:10:41.604617Z digest=sha256:ac712b2c81c41b98dee6ed4b57dddb94061f87da287175d2c8691023d82e0a0d

Observation 7064250f-bc82-46c1-9baa-bac48a0a4d01 · outbound

This paper cites Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Mixture of Ordered Scoring Experts for Cross-prompt Essay Trait Scoring

Reference 25

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source=arxiv_source observed=2026-08-01T13:10:41.676097Z digest=sha256:2cd00d1cddb5c9fa2cda8e8738dc90f76da2515a442d3ed4fe51d91cba940ab8

Observation bd49935f-0eab-492e-9bc7-f50d4fe32559 · outbound

This paper cites Abudalfa and Jessie S.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Abudalfa and Jessie S

Reference 26

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source=arxiv_source observed=2026-08-01T13:10:41.752646Z digest=sha256:95ad9961f9e9b633e9ccbeaacdacefdd76c04b67fc9535879a0f384ec3c2a7c2

Observation 5b790ed0-a351-4eb2-b0d2-48ccadb3a1da · outbound

This paper cites 2012 , howpublished =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards 2012 , howpublished =

Reference 27

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source=arxiv_source observed=2026-08-01T13:10:41.795099Z digest=sha256:c74f1153075228cbdcd3088ec98d20269105ed2060672b1d3379e33eb62579b5

Observation 57a5cb64-a0da-49be-8a17-3121deb79e4b · outbound

This paper cites A Neural Approach to Automated Essay Scoring.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards A Neural Approach to Automated Essay Scoring

Reference 28

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:41.897454Z digest=sha256:6595403fe0b4858a7390736d4a07696e3bbfed06937eb892ce2f4d48a54077bb

Observation f8af4c56-b618-48f3-947f-223ad0b8d2b1 · outbound

This paper cites 2025 , eprint =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards 2025 , eprint =

Reference 29

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source=arxiv_source observed=2026-08-01T13:10:41.969892Z digest=sha256:58cfc0dbc6c2934530761d1c46f866580c4c564d4f3a3cfefe0fe7fae21af910

Observation 2cc2dfa6-9649-4d90-8d20-3fd54bb20ee5 · outbound

This paper cites A survey of automated essay scoring: Challenges, advances, and future , volume =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards A survey of automated essay scoring: Challenges, advances, and future , volume =

Reference 30

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source=arxiv_source observed=2026-08-01T13:10:42.063195Z digest=sha256:4d4316105e104dfe2e5ab959009e99019417a9f6fdfcfd3e5309d9e642ad2988

Observation 8fb4943f-c7ea-4970-a34e-e600109bfd21 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 31

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source=arxiv_source observed=2026-08-01T13:10:42.145343Z digest=sha256:3f4216c1cfaff95e99863f066ffa8643a12a2ea063d420e134321f04156a713a

Observation d8d7b951-3e94-431b-b9d0-2357ba3718cd · outbound

This paper cites DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning

Reference 32

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source=arxiv_source observed=2026-08-01T13:10:42.186287Z digest=sha256:97977c6434acaf7988c74030be97d021c6491b415665af9c4f93b7c5d9820e48

Observation 4bdd1c84-57ae-4e11-b24a-a89ec52ae27e · outbound

This paper cites LCES : Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards LCES : Zero-shot Automated Essay Scoring via Pairwise Comparisons Using Large Language Models

Reference 33

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source=arxiv_source observed=2026-08-01T13:10:42.243748Z digest=sha256:d283971198f2c2af6a18792370a2126982260c0a427064ea27bc3fd2ffa714d3

Observation e853b087-5565-4f59-a413-49a6af30a3df · outbound

This paper cites and Collins, Penelope.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards and Collins, Penelope

Reference 34

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doi, observed 2026-08-01T13:13:24.009222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:42.328523Z digest=sha256:bae64c7bedcce422d314c298fe59c7c6de8258915c7f3862db9d5710c5230aa1

Observation 7a8bdc8e-dccb-46f0-9d6b-a2398f744fd5 · outbound

This paper cites Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking

Reference 35

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source=arxiv_source observed=2026-08-01T13:10:42.412499Z digest=sha256:069ed160a2a7304079e432030802a5cf4e2660180c6fa741fd79c0d5b398bafd

Observation 5e19b0a5-d13a-4a42-8690-6a2f5b369c91 · outbound

This paper cites DAPO: An Open-Source LLM Reinforcement Learning System at Scale , url =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards DAPO: An Open-Source LLM Reinforcement Learning System at Scale , url =

Reference 36

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source=arxiv_source observed=2026-08-01T13:10:42.457867Z digest=sha256:8669580c9b1d57f0984ebb1f4b96065674afd74b483e3a4be8e5469fd7af4c11

Observation c1ba52dd-e42e-4303-aa02-029bbde784bb · outbound

This paper cites GEEF: A neural network model for automatic essay feedback generation by integrating writing skills assessment , volume =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards GEEF: A neural network model for automatic essay feedback generation by integrating writing skills assessment , volume =

Reference 37

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source=arxiv_source observed=2026-08-01T13:10:42.525122Z digest=sha256:6c90fa438fba6e5322a74b0113325678f2fcdb5d468bcbbeb34548e19966d7d8

Observation 0ba65e77-662e-4e13-ba37-517db52f3867 · outbound

This paper cites Exploring structure-aware representation learning for automated essay scoring , volume =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Exploring structure-aware representation learning for automated essay scoring , volume =

Reference 38

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verified exact
doi, observed 2026-08-01T13:13:23.873796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-01T13:10:42.572429Z digest=sha256:18266b24a14a6f33eb8b3289083118cce19f7d657fede61dd2818639cd4e2537

Observation 00fbd851-3da2-4dc0-8273-330b26331de5 · outbound

This paper cites DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Report , publisher =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards DeepResearch Bench II: Diagnosing Deep Research Agents via Rubrics from Expert Report , publisher =

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-01T13:10:42.652524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:42.652524Z digest=sha256:16e1381c485ad95157f8f5882beeb1a34bf19d2f42d9c30ee4b9b62157f31f14

Observation 4b3bad9f-3062-4caa-84c3-81495fe4e1e6 · outbound

This paper cites International Conference on Artificial Intelligence in Education , pages=.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards International Conference on Artificial Intelligence in Education , pages=

Reference 40

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unresolved
no resolver link, observed 2026-08-01T13:10:42.713293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:42.713293Z digest=sha256:e7e53d181e4bdac799ef5c6ad1b74e01a349ed0abe04023c4f4a212e059baa98

Observation c4dd5d07-8394-434e-a960-13cf44252721 · outbound

This paper cites Science , volume =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Science , volume =

Reference 41

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unresolved
no resolver link, observed 2026-08-01T13:10:42.775180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:42.775180Z digest=sha256:55cf85aab086f093466fe2e0cf183c824cfbb327f5e847cd4980704e78bc321c

Observation 312656e4-ecc9-4526-a33f-ef43658b1131 · outbound

This paper cites Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Communication, Simulation, and Intelligent Agents: Implications of Personal Intelligent Machines for Medical Education

Reference 42

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unresolved
no resolver link, observed 2026-08-01T13:10:42.830291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:42.830291Z digest=sha256:49ccf11616ac8ac2e469d207d821cc25ebc81aaec65ffd680ff1c96d88eebaf2

Observation d645775a-d4a3-463d-af14-921c40906c67 · outbound

This paper cites Classification Problem Solving.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Classification Problem Solving

Reference 43

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unresolved
no resolver link, observed 2026-08-01T13:10:42.896419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:42.896419Z digest=sha256:caa239cd609cce6347d20dc0478b23f03cd8a8824e2ebc6d74e9be2664a4855f

Observation 5c1bebad-7d28-4b30-9aa2-f42a51c7c4aa · outbound

This paper cites , title =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards , title =

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-01T13:10:42.962247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:42.962247Z digest=sha256:15426a6e7a2c0f3398d449b2bdd3e4be3d39fbd500bc6a0bb1543be9f8e714fb

Observation b8b9815a-c19b-43d8-8c77-081afe7d5c3f · outbound

This paper cites New Ways to Make Microcircuits Smaller---Duplicate Entry.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards New Ways to Make Microcircuits Smaller---Duplicate Entry

Reference 45

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unresolved
no resolver link, observed 2026-08-01T13:10:43.040295Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.040295Z digest=sha256:f3ba21cdc8e10a7dbdc1b46b7af33917d0f27c5b28541d00bbe9f02185f9936d

Observation c1018cb5-d17e-442b-9498-3d15a6c192ed · outbound

This paper cites Clancey and Glenn Rennels , abstract =.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Clancey and Glenn Rennels , abstract =

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-01T13:10:43.084149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.084149Z digest=sha256:bf928e7806ce0ae5f4d99188e0f49abe12ba01aaba7b6925a57c367782ba04d0

Observation 6fb949a6-7537-4891-98cd-3a4ec074e48e · outbound

This paper cites and Rennels, Glenn R.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards and Rennels, Glenn R

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-01T13:10:43.156285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.156285Z digest=sha256:be94b215b8e44948cb53ed433b102f88786c309286902021dd71deee96e033f6

Observation a22279b5-9476-4fae-8dd9-910290923098 · outbound

This paper cites Poligon: A System for Parallel Problem Solving.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Poligon: A System for Parallel Problem Solving

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-01T13:10:43.229113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.229113Z digest=sha256:398eb8f244c39b7da5b2f8145a8b8bce39375be1e18f56aee54e42ce74128bd6

Observation b94a9721-913b-43ae-83f1-16e2b815525a · outbound

This paper cites Transfer of Rule-Based Expertise through a Tutorial Dialogue.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Transfer of Rule-Based Expertise through a Tutorial Dialogue

Reference 49

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unresolved
no resolver link, observed 2026-08-01T13:10:43.282280Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.282280Z digest=sha256:f1d7607eb33591ff568e2749c23bb1c8d918e38470537d2b47c755bba86f4230

Observation 4b9c6a84-6169-4a0a-9365-daa36721b9eb · outbound

This paper cites The Engineering of Qualitative Models.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards The Engineering of Qualitative Models

Reference 50

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unresolved
no resolver link, observed 2026-08-01T13:10:43.344914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.344914Z digest=sha256:1063dc7cc884000b282d240e8b396f01725175a21fe353089d3b9d7054a5e7df

Observation 321465a4-74b4-4d4c-afb0-dc3e8087a531 · outbound

This paper cites 2023 , eprint=.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards 2023 , eprint=

Reference 51

Resolution
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no resolver link, observed 2026-08-01T13:10:43.408826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.408826Z digest=sha256:982cd05d916ec9a7897d3b1df7ac4aa2d192b39df4676f49cf06067083e38b2e

Observation 0c8ede78-f9da-470b-a23e-84ead7f3d361 · outbound

This paper cites Pluto: The 'Other' Red Planet.

Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards Pluto: The 'Other' Red Planet

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-01T13:10:43.480639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T13:10:43.480639Z digest=sha256:658649a3c62b8aeb3cc2edc3d6ca1c2a561ff6bb9d2aaa7ebe8fb10b22d930d4

Pith citing papers

No inbound Pith citation observations are available.