Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 47 inbound Pith citation observations for arXiv:2302.10205.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T20:53:03.559410Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
145
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation 6292354a-1b1b-4d44-9111-9896350f4fa8 · inbound
EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d998ec72-d2c0-4008-9bda-3f7c578b28ab · inbound
Efficient Alignment of Large Language Models via Data Sampling ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 639e0927-afd5-4103-9191-1a6509e4ca13 · inbound
Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0102bf1-2bc7-4a69-82ad-1dd7d88947cb · inbound
Evaluating Generative AI-Enhanced Content: A Conceptual Framework Using Qualitative, Quantitative, and Mixed-Methods Approaches ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 28870a9d-4dd4-4733-a762-0ed3f25a8b29 · inbound
AntLM: Bridging Causal and Masked Language Models ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b78838d-4923-4f52-8297-10d33fbabaa4 · inbound
Enhancing Relation Extraction via Supervised Rationale Verification and Feedback ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02a65745-8f11-4e92-a625-2cef3445f092 · inbound
MORTAR: Multi-turn Metamorphic Testing for LLM-based Dialogue Systems ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 52
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf72464e-fe74-4753-8a7f-9b546043db4c · inbound
An Automatic Graph Construction Framework based on Large Language Models for Recommendation ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 86
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5561b28-797d-46d4-9613-b0ae069da7c3 · inbound
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ad11bb1-754f-4f02-987e-42ee6499f746 · inbound
Extract Information from Hybrid Long Documents Leveraging LLMs: A Framework and Dataset ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bd94f168-ca08-446f-9a56-abfc24415d45 · inbound
The more polypersonal the better -- a short look on space geometry of fine-tuned layers ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fe117041-ebd4-4b2d-82ec-216b0bcf13be · inbound
Zero-Shot End-to-End Relation Extraction in Chinese: A Comparative Study of Gemini, LLaMA and ChatGPT ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88ca229e-229c-426c-9e61-06eca408d0d0 · inbound
XPath Agent: An Efficient XPath Programming Agent Based on LLM for Web Crawler ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 15
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c0fddac6-2ae2-47eb-a8ac-8bf7626fd65d · inbound
Automated Construction of a Knowledge Graph of Nuclear Fusion Energy for Effective Elicitation and Retrieval of Information ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7557597b-d028-42b1-84c9-520bff793211 · inbound
Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 78
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59383e0e-fa48-4c4f-95f3-791984039dab · inbound
RLAP: A Reinforcement Learning Enhanced Adaptive Planning Framework for Multi-step NLP Task Solving ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64205a6b-5a88-4cc3-b5b6-87572cebfb1f · inbound
GAP: Graph-Assisted Prompts for Dialogue-based Medication Recommendation ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1786cf53-09b1-43a2-9024-539d9c205c58 · inbound
Are Large Language Models Good at Detecting Propaganda? ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff786ecf-c5de-47e5-83ec-9865393e91bd · inbound
GuideX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 51
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93e399ca-88bb-4850-b115-eff0fe704582 · inbound
Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 586f4e88-d1a8-4663-9868-2b7dbce801c1 · inbound
The Scales of Justitia: A Comprehensive Survey on Safety Evaluation of LLMs ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 112
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bbb76de-c9b1-4aa8-a386-889b45377686 · inbound
A Variational Approach for Mitigating Entity Bias in Relation Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 25
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf6f3d5d-4536-4cfe-8212-c3ab04882438 · inbound
Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1ae3b44-b08e-4f5d-9f07-54e562d0f373 · inbound
Keyword-Centric Prompting for One-Shot Event Detection with Self-Generated Rationale Enhancements ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2be1da4-1198-4e3b-b8b8-11860b230de7 · inbound
Joint Information Extraction Across Classical and Modern Chinese with Tea-MOELoRA ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 22
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 25285769-8fcd-4c1f-a67f-080e9a4e7684 · inbound
BioPIE: A Biomedical Protocol Information Extraction Dataset for Experiment Understanding ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 2024
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7bc022a2-60ca-49d4-9004-5d85f756af47 · inbound
Knowledge Restoration-driven Prompt Optimization: Unlocking LLM Potential for Open-Domain Relational Triplet Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad363553-f8ad-4e67-b33e-22df90abd790 · inbound
Assessment of Generative Named Entity Recognition in the Era of Large Language Models ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9daa85cf-fdca-4756-aca8-cc4f391e55b2 · inbound
LLMs Underperform Graph-Based Parsers on Supervised Relation Extraction for Complex Graphs ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5cee85d0-ce27-4a4e-8117-053b529d269a · inbound
Relational Probing: LM-to-Graph Adaptation for Financial Prediction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bb1b39b0-3b3e-4a4c-8c30-22b41333d794 · inbound
TCMIIES: A Browser-Based LLM-Powered Intelligent Information Extraction System for Academic Literature ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 368fb892-9c20-4ded-bc0e-f999dc232957 · inbound
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a3d31b3b-3be8-4fad-84a9-69d9cd2b4c1f · inbound
K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 24
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d25a9198-a7e8-4066-952f-21ecaa503ddd · inbound
SSDAU: Structured Semantic Data Augmentation for Joint Entity and Relation Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bc636531-edee-49d0-a4ae-25c657ca56af · inbound
Fast LLM-Based Semantic Filtering: From a Unified Framework to an Adaptive Two-Phase Method ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b13d059d-6f18-4ca7-9672-47a3ffaf4212 · inbound
BCL: Bayesian In-Context Learning Framework for Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 75
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d57f0e85-dae1-4f90-9de3-b2bb4f0a0334 · inbound
Task Decomposition for Efficient Annotation ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 232
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ed17d796-ef3f-4279-972a-2fc077355e4e · inbound
LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5f7a0f71-d3ac-476b-9ceb-6a734391a548 · inbound
LC-ICL: Label-Guided Contrastive In-Context Learning for Robust Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e1931c25-55df-41c2-8eb2-689859584acb · inbound
Cross-lingual Relation Extraction with Large Language Models: Zero-Shot, Few-Shot, and Fine-Tuned Evaluation on Romanian ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 959a3249-6b42-4164-b9a5-73f6cb409c30 · inbound
SchemaRAG: Dynamic Large Schema Reduction for LLM-driven Structured Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c060f78e-a85e-4c8b-b1ae-7d8ee8e32df4 · inbound
LA-RL: Label-Aware Self-Reflection for Reinforcement Learning in Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4f92af8-04c5-45bf-97f4-be856135cbae · inbound
LA-RL: Label-Aware Self-Reflection for Reinforcement Learning in Information Extraction ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 150977f5-92dd-427c-84a2-0b9746366fd7 · inbound
Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 2025
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 822fedb6-c739-4f4e-abac-3810b29cd692 · inbound
An Ontology-Guided, Deduplication-Aware Extraction Layer for Knowledge Graph Construction from Heterogeneous Documents ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 46cd6378-c68d-4ebe-b008-6d808f960875 · inbound
DE-NER : Zero-shot Named Entity Recognition via Dialogue Elicitation of Large Language Models ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ac3276f9-b3a2-4a71-82b3-4cf057feafa1 · inbound
Graphing the Everyday: A Neurosymbolic Approach to Eliciting Routines for Just-In-Time Adaptive Interventions ChatIE: Zero-Shot Information Extraction via Chatting with ChatGPT
Reference 73
Source-reported events for the cited work
Unavailable: canonical work link unavailable.