{"as_of":"2026-08-08T23:14:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0adc2bf36b9ef0e6a9f7cf2a9288c87f64f14ea484074cf52609978aa1ec101c","coverage":[{"denominator":37,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":37,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T21:18:55.506481Z","state":"measured"},{"denominator":38,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":38,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-22T09:23:50.964942Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-22T09:24:45.785523Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"cited_work":{"arxiv_id":"2502.09497","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2502.09497","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"arXiv preprint arXiv:2502.09497 , year=","venue":null,"work_id":"5cd1cc64-315f-48db-8c43-2c7597cb9fcd","year":null},"citing_paper":{"arxiv_id":"2605.21614","last_updated":"2026-05-20T18:22:22Z","snapshot_observed_at":"2026-08-01T23:21:46.087285Z","submitted_at":"2026-05-20T18:22:22Z","title":"Exploring the Effectiveness of Using LLMs for Automated Assessment of Student Self Explanations in Programming Education","version":1},"reference_index":96,"source":"arxiv_source","source_observed_at":"2026-05-22T09:23:50.964942Z"},"links":{"cited_paper":"/paper/2502.09497","citing_paper":"/paper/2605.21614"},"observation_digest":"sha256:6c2fa8ac95e976be949b904acbc793f9e4a3e7adfa1bef7cece8f1aef6fe454f","observation_id":"27992272-acf4-4d64-a098-c38fb316e524","resolution":{"observed_at":"2026-05-22T09:24:45.788023Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2502.09497/citation-record","integrity":"/paper/2502.09497/integrity","json":"/paper/2502.09497/citation-record.json","paper":"/paper/2502.09497"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.189684Z","title":"Personalized text generation with fine-grained linguistic control","venue":null,"work_id":"c46f7813-5610-4981-b34e-575d89604224","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":1,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.321524Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:2976cd9a9abcc6bd6d43f7cd5a669693d380af7513fa54f8558823ce37d950bb","observation_id":"643361af-bc99-473d-85cf-7a5a3e0c5030","resolution":{"observed_at":"2026-08-07T21:18:56.194520Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"0845.98087","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.902015Z","title":"Automated Scoring Using A Hybrid Feature Identification Technique","venue":null,"work_id":"d70122a3-c9f6-4af3-a22b-dd6bebf88d72","year":1998},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":2,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.326719Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:a22d0662d4fcfd1414ec08046685b707d81ca683b243270d8e0696670d80954e","observation_id":"08765d46-be21-4671-8e2d-0d5708bf349a","resolution":{"observed_at":"2026-08-07T21:18:55.909492Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.174038Z","title":"Automated essay scoring by maximizing human-machine agreement","venue":null,"work_id":"2a45c866-681d-4fec-b095-bf6ad96f15aa","year":2013},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":3,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.331879Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:a104de5c24c0d3ad6041e63c89f26412edbf19fd1be4e4bee592f3059965d6e2","observation_id":"77171d4e-44de-4823-9061-cb68594b974a","resolution":{"observed_at":"2026-08-07T21:18:56.179563Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.159071Z","title":"A multi-task automated assessment system for essay scoring","venue":null,"work_id":"63cd31af-b428-4770-bba0-dbff1d56f40b","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":4,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.336893Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:fb735231dd249ea78362a725cd51c992d6b8776598b6412e7019f85b0856c227","observation_id":"4e95fed9-c719-4da9-8765-836dcca1fe8f","resolution":{"observed_at":"2026-08-07T21:18:56.163886Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.342198Z","title":"A closer look into using large language models for automatic evaluation","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":5,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.342198Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:5c7a03f60ffd5775e6d8946125bfd34d663cc551a88b810a9cccf54d0e3d01c9","observation_id":"cde484e0-3685-470b-a2f9-701764c25965","resolution":{"observed_at":"2026-08-07T21:18:55.342198Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.347215Z","title":"The English Language Learner Insight , Proficiency and Skills Evaluation ( ELLIPSE ) Corpus","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":6,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.347215Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:31420a242ad19dccc46df43e56b92e3f9187448723572e53071f04c345c86b90","observation_id":"ce7a1b3d-39a8-4319-a03f-e363bb4f630d","resolution":{"observed_at":"2026-08-07T21:18:55.347215Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.143742Z","title":"The english language learner insight, proficiency and skills evaluation (ellipse) corpus","venue":null,"work_id":"25615e39-54ad-4492-a6d8-5e58dd40240d","year":2023},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":7,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.352689Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:feed8b0af6c9d02fe80323e0ade85ef985821cba11fe6a031583b6c3d2a8173a","observation_id":"0e71a985-26a5-4ed2-a173-cbdcc1a091a9","resolution":{"observed_at":"2026-08-07T21:18:56.148687Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.129335Z","title":null,"venue":null,"work_id":"ef2f395c-5fa3-480a-97b5-5c5ff9ee984b","year":1948},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":8,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.357228Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:c7035be10ba815e0e398a1864622a0d654e6dad7ba8cf6d679cd52e915421ed0","observation_id":"f951868d-4e61-4c6b-beb3-1fc7cc31d094","resolution":{"observed_at":"2026-08-07T21:18:56.133817Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.114893Z","title":"BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding","venue":null,"work_id":"c1593cda-ae80-4da6-aba5-8b8003a37c49","year":null},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.361691Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:bba36bde5062b430d1b32932249effc2b0110946db6fc0c57cd913a9c45ce459","observation_id":"b6776ee1-0927-4c63-8d9e-2a0da8a74860","resolution":{"observed_at":"2026-08-07T21:18:56.119674Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.366183Z","title":"Attention-based recurrent convolutional neural network for automatic essay scoring","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":10,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.366183Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:1693afc4b28b8cfbcad14bbd8dcab49eb0552331c38143ba8dc61be9a69e6f62","observation_id":"a97faf98-719b-4cbc-96e5-934260e28adc","resolution":{"observed_at":"2026-08-07T21:18:55.366183Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.099457Z","title":"Foltz, Darrell Laham, and Thomas K Landauer","venue":null,"work_id":"7e1773d4-1b5f-4e17-bc3d-791b7e1a7622","year":1999},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":11,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.371326Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:36563ebfd907fa248d818abcd930c3a63c3c2d7616a7d27260259db9871459b5","observation_id":"0b93f661-a85b-4861-a0cf-83b20dee9a9b","resolution":{"observed_at":"2026-08-07T21:18:56.104974Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.375949Z","title":"GPTS core: Evaluate as you desire","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":12,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.375949Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:a7b3ac0ea4ddd42e4fbcb02c69c8eeb360291724ba9f1ada977bfa1a7202a49e","observation_id":"014637c0-a2fd-454d-9054-05ce0a24feb9","resolution":{"observed_at":"2026-08-07T21:18:55.375949Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2402.01383","last_updated":"2025-05-14T06:05:53Z","snapshot_observed_at":"2026-08-08T11:17:56.985482Z","submitted_at":"2024-02-02T13:06:35Z","title":"LLM-based NLG Evaluation: Current Status and Challenges","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2402.01383","snapshot_observed_at":"2026-08-07T21:18:55.381149Z","title":"Llm-based nlg evaluation: Current status and challenges, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":13,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.381149Z"},"links":{"cited_paper":"/paper/2402.01383","citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:629dd70a41e719879017ba534b7c45c4558b4b0bfafa1eab9830c2aa30cc6d76","observation_id":"9f1efe67-0eee-4f91-a77b-1b5d0ff3a7b5","resolution":{"observed_at":"2026-08-07T21:18:55.381149Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.084354Z","title":"The hewlett foundation: Automated essay scoring","venue":null,"work_id":"fde489ab-d03d-4871-bfaf-53e0bcdb0fd3","year":2012},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":14,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.385962Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:e7c7ba352242ecc51e0e9e2ba3685e66b5dacd7a956fc8357e032273d70e998d","observation_id":"1a4c1478-9027-43d6-b3e2-c0a5af94f8cf","resolution":{"observed_at":"2026-08-07T21:18:56.089181Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.391321Z","title":"LLM -rubric: A multidimensional, calibrated approach to automated evaluation of natural language texts","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.391321Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:33510bf97ac69384d1944c6ed66389f9bd7f8c9f47c9cea99ece5735e5b1aadb","observation_id":"9f99ce55-c6e5-44f5-8dcb-1c2f92004a72","resolution":{"observed_at":"2026-08-07T21:18:55.391321Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.395887Z","title":"spaCy : Industrial-strength Natural Language Processing in Python","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.395887Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:01e16db8dc0aac31fd98b636aac91373dfc466d34f9fb5b58cd8a84a151b74b8","observation_id":"f2c6ddce-7e4c-4e0d-80c8-131efc55d589","resolution":{"observed_at":"2026-08-07T21:18:55.395887Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06825","last_updated":"2023-10-10T17:54:58Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2023-10-10T17:54:58Z","title":"Mistral 7B","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06825","snapshot_observed_at":"2026-08-07T21:18:55.401550Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":17,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.401550Z"},"links":{"cited_paper":"/paper/2310.06825","citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:c9e193de480877dd0990bd8b73b9d5735907dd6d609d45548bb1f6c7b8f28819","observation_id":"8cbfa62f-d8c3-4471-a0a2-7686ab926b15","resolution":{"observed_at":"2026-08-07T21:18:55.401550Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.406558Z","title":"TDNN : A two-stage deep neural network for prompt-independent automated essay scoring","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":18,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.406558Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:1140a9ac52c6872aef13f3f752e937be4d8b4c4dc4333a4b6d786be517056910","observation_id":"3c4e8dda-03ec-4a71-81d4-aea49a5f7a6e","resolution":{"observed_at":"2026-08-07T21:18:55.406558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.412393Z","title":"Gonzalez, Hao Zhang, and Ion Stoica","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":19,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.412393Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:0738230370dcf0f0936fc6c9e12eb70ea40eaa7eec015aae128da25bb8f8e964","observation_id":"b3c66a5c-e57f-4e05-b43f-78f6fcd69c69","resolution":{"observed_at":"2026-08-07T21:18:55.412393Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.057077Z","title":"Conundrums in cross-prompt automated essay scoring: Making sense of the state of the art","venue":null,"work_id":"f180527a-f598-4f64-b4de-07543af23063","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":20,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.417655Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:892dd3dd94b619ab27b6ef54bc2b82199ca1768630f51d632129231979ed4e64","observation_id":"68096f5c-3bbe-4ddc-a3ca-f26e63f514a3","resolution":{"observed_at":"2026-08-07T21:18:56.062569Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.423255Z","title":"G -eval: NLG evaluation using gpt-4 with better human alignment","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":21,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.423255Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:341e83be8f9108bab912ad8183db6634098179879651ff525e34559ddf07dfb6","observation_id":"98afd2e4-ccec-4dee-8528-0ead6ebb2e63","resolution":{"observed_at":"2026-08-07T21:18:55.423255Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.042837Z","title":"NLTK : The Natural Language Toolkit , May 2002","venue":null,"work_id":"59ec9946-2ecf-43d8-9761-304473cd0f08","year":2002},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":22,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.428078Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:348162b5610ed8314da347d362537dc8267bea6eb609483174c8170b698759b0","observation_id":"62ee3e08-2420-4bc8-bb4f-fa63f8fd2d94","resolution":{"observed_at":"2026-08-07T21:18:56.047337Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.028070Z","title":null,"venue":null,"work_id":"757048c3-f34f-4d2a-b982-f2e6ce521ff3","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.432617Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:9fbfaa9508086b7b2f86a67d36c74de0caa6e42426545022c6565fe69a35d2f2","observation_id":"6d638ad3-8a4b-47b9-a131-672304b2c097","resolution":{"observed_at":"2026-08-07T21:18:56.032871Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:56.012891Z","title":"ASAP ++: Enriching the ASAP automated essay grading dataset with essay attribute scores","venue":null,"work_id":"2d51a1ac-a6e2-4524-9049-50e95d2b3785","year":2018},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":24,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.438199Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:79f49f90d04d142807a792f273c27681a9b4c4ad9a324dd1248383655ed5a368","observation_id":"5785a766-b191-42ef-88f2-621341c05137","resolution":{"observed_at":"2026-08-07T21:18:56.017866Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.998156Z","title":null,"venue":null,"work_id":"a473c79b-5771-4c34-b9a6-3b7d9b210ea2","year":1968},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":25,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.442817Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:339f11770032b0fe7d13f8bce7aa35e63474933143ec8f1d172dffcad6f3fdc5","observation_id":"ecc74d3a-aa99-4114-9509-9e66dbcd29b8","resolution":{"observed_at":"2026-08-07T21:18:56.002829Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.982396Z","title":"PyTorch : An Imperative Style , High-Performance Deep Learning Library","venue":null,"work_id":"b77aa050-d1bb-4e4a-ae1c-3c1b73bb2550","year":2019},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.447271Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:695b0aabb3ec0297803b116b5c4bd936b2e92baaa3df0e0ee958a808cb4247c8","observation_id":"a4f5bb2f-6c03-4f1c-812a-d37fb55b714f","resolution":{"observed_at":"2026-08-07T21:18:55.987720Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.452004Z","title":"Chai, and Hwee Tou Ng","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":27,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.452004Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:78509422aee6cc639b9e039f3e5074e407f38a2fed49ba97f46340acb00c3838","observation_id":"44fb3fe1-c811-4d98-8e8e-f4c6bebd2c7c","resolution":{"observed_at":"2026-08-07T21:18:55.452004Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2008.01441","last_updated":"2020-08-04T10:17:38Z","snapshot_observed_at":"2026-08-05T08:01:41.605186Z","submitted_at":"2020-08-04T10:17:38Z","title":"Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2008.01441","snapshot_observed_at":"2026-08-07T21:18:55.457091Z","title":"Prompt agnostic essay scorer: A domain generalization approach to cross-prompt automated essay scoring, 2020 a","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":28,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.457091Z"},"links":{"cited_paper":"/paper/2008.01441","citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:247f2c7bed6d0b98196497c59413a3f42fa0309d847472a14adde19f7261c7ff","observation_id":"a430e61e-fb82-4668-9703-acd1fc55d1a7","resolution":{"observed_at":"2026-08-07T21:18:55.457091Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.966658Z","title":"Prompt Agnostic Essay Scorer : A Domain Generalization Approach to Cross-prompt Automated Essay Scoring , August 2020 b","venue":null,"work_id":"8684e243-08d2-4957-9c1b-c263576459af","year":2020},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":29,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.461966Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:a7dca9cf53cd995f3e52a5c96eba9ce40c85989b076874b83b7fa63567bcb091","observation_id":"2ed959d8-fc07-4313-9eea-46d437a72fba","resolution":{"observed_at":"2026-08-07T21:18:55.971693Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.471160Z","title":"Automated Cross-prompt Scoring of Essay Traits","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":31,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.471160Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:73082041bda70a3d4f962d42bf1e5fb01fa9651fb102340a483c2a3c48431447","observation_id":"c45d8c74-e376-417e-8130-97b11bdd5ea4","resolution":{"observed_at":"2026-08-07T21:18:55.471160Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.951425Z","title":"Exploring LLM prompting strategies for joint essay scoring and feedback generation","venue":null,"work_id":"8d8375fc-7bf8-4a14-ab63-d95b6c3512fa","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":32,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.475701Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:bd1acb0832cbcf753298faacafb733b3e643862856fcd1151c90d8b0a9fc9801","observation_id":"43444333-a171-4be2-b3e0-b8d3e06d6dc1","resolution":{"observed_at":"2026-08-07T21:18:55.956160Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.481447Z","title":"Neural automated essay scoring incorporating handcrafted features","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":33,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.481447Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:c88b92a65eb62440465f7bb3f0612f24ff85b574a74b2f3867b1fdf77fad354b","observation_id":"971e0334-75fc-41a4-b78a-0aa9fe93530f","resolution":{"observed_at":"2026-08-07T21:18:55.481447Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.486110Z","title":"On the use of bert for automated essay scoring: Joint learning of multi-scale essay representation","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":34,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.486110Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:ce941ce5b3edc7b60c78021a9feb9693c602ee36b616926cf16fd11d52150e8b","observation_id":"674bc001-9955-4786-bd3d-73424766b235","resolution":{"observed_at":"2026-08-07T21:18:55.486110Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1910.03771","last_updated":"2020-07-14T03:42:34Z","snapshot_observed_at":"2026-07-06T08:27:58.343233Z","submitted_at":"2019-10-09T03:23:22Z","title":"HuggingFace's Transformers: State-of-the-art Natural Language Processing","version":5},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1910.03771","snapshot_observed_at":"2026-08-07T21:18:55.491150Z","title":"Huggingface's transformers: State-of-the-art natural language processing","venue":null,"work_id":null,"year":1910},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":35,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.491150Z"},"links":{"cited_paper":"/paper/1910.03771","citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:40853efd5941d24f6838fd6a4c106cca21ea2d3d835b8ffdb780ace2708fcddd","observation_id":"aafcc75f-5f8d-4fa7-b7e9-f49ec9f44d95","resolution":{"observed_at":"2026-08-07T21:18:55.491150Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2021.31106","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.749542Z","title":"A hierarchical bert-based transfer learning approach for multi-dimensional essay scoring","venue":null,"work_id":"f09c2245-f2b0-4a04-ab5d-90afe84f7b45","year":2021},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":36,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.496449Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:ef9fc4f32340034749636200cd3fbe358bbb5a0d5334578faf83b6a4ee0270ac","observation_id":"8fb99a1c-2346-4e73-8d0d-68ef15c9bc88","resolution":{"observed_at":"2026-08-07T21:18:55.761556Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.934758Z","title":"Is LLM a reliable reviewer? a comprehensive evaluation of LLM on automatic paper reviewing tasks","venue":null,"work_id":"b4aeddeb-d240-497d-86a6-737215c36303","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":37,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.501172Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:fdfd31c2c98d9d8dd965f7639796976dca666b0c773d10e384afc85b43e730ff","observation_id":"88a696c2-6b81-4559-bf33-2c75acbdd113","resolution":{"observed_at":"2026-08-07T21:18:55.940740Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T21:18:55.919612Z","title":"A LLM -based ranking method for the evaluation of automatic counter-narrative generation","venue":null,"work_id":"750a5a2b-de4c-4b83-9de6-49060190de50","year":2024},"citing_paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features","version":1},"reference_index":38,"source":"arxiv_source","source_observed_at":"2026-08-07T21:18:55.506481Z"},"links":{"citing_paper":"/paper/2502.09497"},"observation_digest":"sha256:1f4dadcf55518cb39fbce7bc555d3d788498a12e06b509454e29af2a8f132743","observation_id":"8b8240dd-6bd6-4c36-8db6-b9c425e1bdbe","resolution":{"observed_at":"2026-08-07T21:18:55.924447Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2502.09497","last_updated":"2025-02-13T17:09:52Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-08T22:51:40.717756Z","submitted_at":"2025-02-13T17:09:52Z","title":"Improve LLM-based Automatic Essay Scoring with Linguistic Features"},"reference_resolution":{"displayed":37,"state_counts":{"malformed_identifier":0,"metadata_mismatch":2,"parse_uncertain":0,"unresolved":20,"verified_exact":0,"verified_fuzzy":15},"total_outbound_references":37},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 37 of 37 outbound references and 1 inbound Pith citation observation for arXiv:2502.09497."}