Paper Citation Record · LEDGER

Sentiment Analysis in the Era of Large Language Models: A Reality Check

As of 19 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 33 inbound Pith citation observations for arXiv:2305.15005.

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

pith.paper-citation-record.v1
2305.15005 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 33 of 33 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:40:03.507555Z

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

56
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 5206f7e6-0458-452e-bee9-5a8a08ece2fd · inbound

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers cites this paper.

EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 126

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:11:49.646511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e5e41f21-9fff-411c-943d-bf45ed0b95bc · inbound

Revisiting Sentiment Analysis for Software Engineering in the Era of Large Language Models cites this paper.

Revisiting Sentiment Analysis for Software Engineering in the Era of Large Language Models Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 74

Resolution: verified exact; arxiv_id, observed 2026-05-24T06:13:59.994944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4aa91919-f772-4dad-8886-38f6ac9667c9 · inbound

Benchmark Data Contamination of Large Language Models: A Survey cites this paper.

Benchmark Data Contamination of Large Language Models: A Survey Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 180

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:10:41.146636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 27f8fd8e-ab37-4b1d-9fd2-70086759f6b1 · inbound

MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis cites this paper.

MEMO-Bench: A Multiple Benchmark for Text-to-Image and Multimodal Large Language Models on Human Emotion Analysis Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-12T18:49:29.258406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20f74f79-3b46-4872-be53-a68af548c25e · inbound

Quantile deep learning models for multi-step ahead time series prediction cites this paper.

Quantile deep learning models for multi-step ahead time series prediction Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-12T14:05:11.633024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c2adb90-6bd0-43f0-bd60-b6009aa02573 · inbound

Strategic Prompting for Conversational Tasks: A Comparative Analysis of Large Language Models Across Diverse Conversational Tasks cites this paper.

Strategic Prompting for Conversational Tasks: A Comparative Analysis of Large Language Models Across Diverse Conversational Tasks Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-12T12:28:14.487578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 613e1da6-8351-43a5-ba6c-e7cac30e3710 · inbound

Topic Modeling and Sentiment Analysis on Japanese Online Media's Coverage of Nuclear Energy cites this paper.

Topic Modeling and Sentiment Analysis on Japanese Online Media's Coverage of Nuclear Energy Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T11:18:12.559937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3830c7e8-b4a8-4ea2-8e4d-e98746d0f966 · inbound

MIMDE: Exploring the Use of Synthetic vs Human Data for Evaluating Multi-Insight Multi-Document Extraction Tasks cites this paper.

MIMDE: Exploring the Use of Synthetic vs Human Data for Evaluating Multi-Insight Multi-Document Extraction Tasks Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-12T05:58:26.950731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 327b5baf-e17b-45f0-80c3-00d15bf0da52 · inbound

A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis cites this paper.

A Comprehensive Evaluation of Large Language Models on Aspect-Based Sentiment Analysis Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T23:42:09.766118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cf95daf-086a-4a98-a599-18d9ec3deb97 · inbound

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection cites this paper.

Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T22:51:15.645037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d84cb9f-b2a3-4f57-b055-658fa9206eea · inbound

Political-LLM: Large Language Models in Political Science cites this paper.

Political-LLM: Large Language Models in Political Science Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T19:52:03.971507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19329fc9-f93c-4a1c-9966-e22e4ef1501e · inbound

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs cites this paper.

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:38:02.802196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 662b43e3-bf9e-4e86-86f1-c196582f95ea · inbound

Many of Your DPOs are Secretly One: Attempting Unification Through Mutual Information cites this paper.

Many of Your DPOs are Secretly One: Attempting Unification Through Mutual Information Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-10T22:32:56.560010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a655198b-2233-4645-826f-909ccf7c3ad0 · inbound

Time Series Language Model for Descriptive Caption Generation cites this paper.

Time Series Language Model for Descriptive Caption Generation Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-10T22:25:24.899206Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b34c2d07-636b-45f7-bcb1-cd2c7c338514 · inbound

LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations cites this paper.

LLM supervised Pre-training for Multimodal Emotion Recognition in Conversations Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T18:17:35.531639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a28d9a93-9cdd-4255-918a-dbd8e5a535cd · inbound

Media Bias Detector: Designing and Implementing a Tool for Real-Time Selection and Framing Bias Analysis in News Coverage cites this paper.

Media Bias Detector: Designing and Implementing a Tool for Real-Time Selection and Framing Bias Analysis in News Coverage Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-08T17:06:24.081125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87134263-7085-427b-b371-fd48b7345a4c · inbound

Trusting CHATGPT: how minor tweaks in the prompts lead to major differences in sentiment classification cites this paper.

Trusting CHATGPT: how minor tweaks in the prompts lead to major differences in sentiment classification Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T12:40:03.507555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15ad44fb-f230-489a-8ff6-908aaf68a3c3 · inbound

Emotions in the Loop: A Survey of Affective Computing for Emotional Support cites this paper.

Emotions in the Loop: A Survey of Affective Computing for Emotional Support Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T04:20:16.950865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b1b2fbc-4bed-4327-9204-f37ec6583798 · inbound

A Survey of Attacks on Large Language Models cites this paper.

A Survey of Attacks on Large Language Models Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T20:34:34.201549Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adf39d5e-bce4-48db-98d4-7638a0434870 · inbound

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 cites this paper.

An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3 Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:54.731819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d752210-7274-478a-9cc0-4b386ecdfb26 · inbound

FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning cites this paper.

FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T11:57:56.793366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c8efe1ec-8dab-4059-81e6-ace721226b17 · inbound

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets cites this paper.

Evaluating Apple Intelligence's Writing Tools for Privacy Against Large Language Model-Based Inference Attacks: Insights from Early Datasets Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:56:26.968791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24b547af-44cd-4425-a524-8bf432fdf6a3 · inbound

Towards Robust Fact-Checking: A Multi-Agent System with Advanced Evidence Retrieval cites this paper.

Towards Robust Fact-Checking: A Multi-Agent System with Advanced Evidence Retrieval Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:28:13.454752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e79aaf74-4d4a-488c-9a63-86230b60558b · inbound

Small Encoders Can Rival Large Decoders in Detecting Groundedness cites this paper.

Small Encoders Can Rival Large Decoders in Detecting Groundedness Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T22:33:30.213045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5fa91c2f-1b3f-41cd-8f40-a19b62036401 · inbound

Towards Compute-Optimal Many-Shot In-Context Learning cites this paper.

Towards Compute-Optimal Many-Shot In-Context Learning Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:20:38.735819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b1db83-f1ef-4734-82e2-95e740bc0d3c · inbound

Hallucination Detection and Mitigation in Scientific Text Simplification using Ensemble Approaches: DS@GT at CLEF 2025 SimpleText cites this paper.

Hallucination Detection and Mitigation in Scientific Text Simplification using Ensemble Approaches: DS@GT at CLEF 2025 SimpleText Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T19:46:11.605271Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3d81936-741d-4939-822e-eb5e0150f823 · inbound

Learning to Select Visual In-Context Demonstrations cites this paper.

Learning to Select Visual In-Context Demonstrations Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-04T05:46:08.884428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7009859-b6e1-4ed8-a09f-c860eca5bf17 · inbound

The Role of Emotional Stimuli and Intensity in Shaping Large Language Model Behavior cites this paper.

The Role of Emotional Stimuli and Intensity in Shaping Large Language Model Behavior Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:10:50.142881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e346d1f4-f5a2-44de-a3bf-94ee588238ce · inbound

Network Effects and Agreement Drift in LLM Debates cites this paper.

Network Effects and Agreement Drift in LLM Debates Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:46:08.016896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a8f074d1-bcd4-4647-b581-1e628f6e9915 · inbound

Consistency Analysis of Sentiment Predictions using Syntactic & Semantic Context Assessment Summarization (SSAS) cites this paper.

Consistency Analysis of Sentiment Predictions using Syntactic & Semantic Context Assessment Summarization (SSAS) Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T11:00:03.734725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f1b27fec-7cf7-4002-a4ec-bd00abb25244 · inbound

MAPLE: A Meta-learning Framework for Cross-Prompt Essay Scoring cites this paper.

MAPLE: A Meta-learning Framework for Cross-Prompt Essay Scoring Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:01:13.426966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 381f3b79-d54f-4210-afc4-8eaff7c58a96 · inbound

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest cites this paper.

Assessing Capabilities of Large Language Models in Social Media Analytics: A Multi-task Quest Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:41:01.802868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8f9a8f03-cc47-4887-9ad4-60ed49e95a4d · inbound

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models cites this paper.

Pop Quiz Attack: Black-box Membership Inference Attacks Against Large Language Models Sentiment Analysis in the Era of Large Language Models: A Reality Check

Reference 54

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:26:09.099112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.