Paper Citation Record · LEDGER

Is ChatGPT a Good NLG Evaluator? A Preliminary Study

As of 14 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 30 inbound Pith citation observations for arXiv:2303.04048.

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

pith.paper-citation-record.v1
2303.04048 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:59:32.351325Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

12
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 0cd08ba4-c0c0-4b19-97d5-f78d227a9fff · inbound

G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment cites this paper.

G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 5

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T22:55:50.901173Z

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 2a945c7e-7d2a-48b2-bcd2-39f3bffba0e4 · inbound

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate cites this paper.

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-13T13:03:18.849944Z

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 da3b69b4-b1ad-43a3-a649-ca760b30037e · inbound

GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts cites this paper.

GPTFUZZER: Red Teaming Large Language Models with Auto-Generated Jailbreak Prompts Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-15T06:25:21.097589Z

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 d53759e9-017d-4afd-a1b8-aa63f2e7c5af · inbound

From Local to Global: A Graph RAG Approach to Query-Focused Summarization cites this paper.

From Local to Global: A Graph RAG Approach to Query-Focused Summarization Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 65

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:10:58.035351Z

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 bc4e9816-f1ee-4c3e-8b68-81dca979c415 · inbound

Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models cites this paper.

Dictionary Insertion Prompting for Multilingual Reasoning on Multilingual Large Language Models Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:05:44.746639Z

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 bbf426cf-9d02-4344-b980-43b4eedce01e · inbound

The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data cites this paper.

The Performance of the LSTM-based Code Generated by Large Language Models (LLMs) in Forecasting Time Series Data Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-12T10:59:32.351325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac43f845-a8d3-4563-997b-b3718a9a75be · inbound

Can Large Language Models Serve as Evaluators for Code Summarization? cites this paper.

Can Large Language Models Serve as Evaluators for Code Summarization? Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T04:32:03.114529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeea721b-332f-47bd-b9a5-6a3963aa821d · inbound

Evaluate Summarization in Fine-Granularity: Auto Evaluation with LLM cites this paper.

Evaluate Summarization in Fine-Granularity: Auto Evaluation with LLM Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T23:53:12.345574Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff2479d4-4955-448a-ac03-c54cf16ba38a · inbound

Can LLMs Ask Good Questions? cites this paper.

Can LLMs Ask Good Questions? Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T21:57:33.156333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f0cc3fd-c942-477f-9192-509c990e79c5 · inbound

Optimization is Better than Generation: Optimizing Commit Message Leveraging Human-written Commit Message cites this paper.

Optimization is Better than Generation: Optimizing Commit Message Leveraging Human-written Commit Message Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-10T19:41:51.246209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d12a5834-776f-4c48-a43c-de0aa7f17bf7 · inbound

Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance cites this paper.

Evaluating Small Language Models for News Summarization: Implications and Factors Influencing Performance Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-09T18:17:21.169401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f07b96-8cf7-42db-8261-40ad4f42a36c · inbound

Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation cites this paper.

Reason4Rec: Deliberative User Preference Alignment of Large Language Models for Recommendation Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T13:33:57.670287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b2abbf5-d459-4bd4-aa41-eda814481ab7 · inbound

LLMs to Support a Domain Specific Knowledge Assistant cites this paper.

LLMs to Support a Domain Specific Knowledge Assistant Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-08T23:35:38.452575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb4babe8-2286-4312-9de9-f81bf65a5075 · inbound

In-depth Analysis of Graph-based RAG in a Unified Framework cites this paper.

In-depth Analysis of Graph-based RAG in a Unified Framework Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 84

Resolution: verified exact; arxiv_id, observed 2026-05-23T01:37:22.326507Z

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 0aec59ac-933b-45c0-97a9-90d788933f67 · inbound

R-TOFU: Unlearning in Large Reasoning Models cites this paper.

R-TOFU: Unlearning in Large Reasoning Models Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:10.122394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ef6c73d-62fc-4021-b73b-af03aada0b01 · inbound

Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge cites this paper.

Generalised Probabilistic Modelling and Improved Uncertainty Estimation in Comparative LLM-as-a-judge Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T15:28:10.352664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e384682d-fe63-4e4f-81c2-40d84d611c53 · inbound

$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion cites this paper.

$I^2G$: Generating Instructional Illustrations via Text-Conditioned Diffusion Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T15:03:41.497625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54c5bac-9273-48d6-b8c2-88b91f717d13 · inbound

Knockout LLM Assessment: Using Large Language Models for Evaluations through Iterative Pairwise Comparisons cites this paper.

Knockout LLM Assessment: Using Large Language Models for Evaluations through Iterative Pairwise Comparisons Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:58:27.365332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61ca4b3c-b906-4721-b1d8-51e7392ce5bf · inbound

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation cites this paper.

Retrieval-Augmented Recommendation Explanation Generation with Hierarchical Aggregation Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T18:07:37.408102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7074985d-727f-467a-9264-d029930fb6de · inbound

SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models cites this paper.

SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-21T23:34:26.392442Z

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 6b9d5de5-5b61-4411-aa16-363f63b34525 · inbound

Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts cites this paper.

Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-05T15:44:21.334991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a3412f4-d392-46eb-9f58-4b818546cf79 · inbound

Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm cites this paper.

Paladin: Defending LLM-enabled Phishing Emails with a New Trigger-Tag Paradigm Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 119

Resolution: unresolved; no resolver link, observed 2026-08-04T22:33:31.375425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37094538-b6cc-4d56-a730-73334d089f0a · inbound

RetiBridge: Bridging Quantitative Retinal Biomarkers and Qualitative Diagnosis with a Knowledge-Guided Multimodal Large Language Model cites this paper.

RetiBridge: Bridging Quantitative Retinal Biomarkers and Qualitative Diagnosis with a Knowledge-Guided Multimodal Large Language Model Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T11:32:03.720711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c864c14-98df-4288-ae5e-7a1bfb264827 · inbound

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data cites this paper.

LPCAN: Lightweight Pyramid Cross-Attention Network for Rail Surface Defect Detection Using RGB-D Data Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T10:43:49.943824Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d11aba2e-8ed6-4286-91e1-cc67ff93c667 · inbound

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method cites this paper.

Knowledge-Embedded and Hypernetwork-Guided Few-Shot Substation Meter Defect Image Generation Method Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T10:43:42.132070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f30f70-58da-4bda-9248-7d40dbb60e40 · inbound

PEEM: Prompt Engineering Evaluation Metrics for Interpretable Joint Evaluation of Prompts and Responses cites this paper.

PEEM: Prompt Engineering Evaluation Metrics for Interpretable Joint Evaluation of Prompts and Responses Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-15T14:00:03.058822Z

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 5d918467-b1be-45b2-9bde-d2798909e7d0 · inbound

MMP-Refer: Multimodal Path Retrieval-augmented LLMs For Explainable Recommendation cites this paper.

MMP-Refer: Multimodal Path Retrieval-augmented LLMs For Explainable Recommendation Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:33:02.616446Z

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 30b93ae1-88e9-4b1c-9097-577eed10007a · inbound

Supporting System Testing with a Multi-Agent LLM-based Framework for Knowledge Graph Extraction: A Case Study with Ethernet Switch Systems cites this paper.

Supporting System Testing with a Multi-Agent LLM-based Framework for Knowledge Graph Extraction: A Case Study with Ethernet Switch Systems Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-20T08:33:08.873287Z

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 cf66b034-f40b-41cb-a939-c61f338d46b9 · inbound

A Pilot Study on Curator-Guided Multilingual Art Description for Blind and Low-Vision Audiences with Small Vision-Language Models cites this paper.

A Pilot Study on Curator-Guided Multilingual Art Description for Blind and Low-Vision Audiences with Small Vision-Language Models Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-06-28T20:22:37.605994Z

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 13a13b4e-1704-49b8-bffb-1735d23d7305 · inbound

TQLite: Multi-LLM Jury Guided Distillation for Real-time MQM Translation Quality Evaluation cites this paper.

TQLite: Multi-LLM Jury Guided Distillation for Real-time MQM Translation Quality Evaluation Is ChatGPT a Good NLG Evaluator? A Preliminary Study

Reference 120

Resolution: unresolved; no resolver link, observed 2026-08-08T04:27:34.073545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.