Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T13:10:43.480639Z
Paper Citation Record · LEDGER
Beyond Score Prediction: LLM-Based Essay Scoring and Feedback Generation via Reinforcement Learning with Rubric Rewards
As of 15 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.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:39.790118Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:39.871448Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:39.934610Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:40.004834Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:40.152992Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- verified exact
- 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 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:40.418029Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- verified exact
- 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 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- 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 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- doi, observed 2026-08-01T13:13:24.733794Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- 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 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- doi, observed 2026-08-01T13:13:24.543297Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- doi, observed 2026-08-01T13:13:24.444720Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:40.955928Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- verified exact
- doi, observed 2026-08-01T13:13:24.332898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- doi, observed 2026-08-01T13:13:24.206919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- verified exact
- doi, observed 2026-08-01T13:13:24.121097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.334770Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.463063Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.539049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.604617Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.676097Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.752646Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.795099Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.897454Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:41.969892Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.063195Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.145343Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.186287Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.243748Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- verified exact
- 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 2026-08-14T06:32:32.682623+00:00.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.412499Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.457867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.525122Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- 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 2026-08-14T06:32:32.682623+00:00.
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.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.713293Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.775180Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.830291Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:42.896419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5c1bebad-7d28-4b30-9aa2-f42a51c7c4aa · outbound
This paper cites , 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.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:43.040295Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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.
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.
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.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:43.282280Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T13:10:43.344914Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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
- unresolved
- no resolver link, observed 2026-08-01T13:10:43.408826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
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.
Pith citing papers
No inbound Pith citation observations are available.