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Paper Citation Record · LEDGER

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction

As of 19 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 1 inbound Pith citation observation for arXiv:2507.00540.

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

pith.paper-citation-record.v1
2507.00540 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:18:28.042196Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:08:45.776599Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:08:51.023935Z

Reference resolution

27 of 27 outbound references displayed

  • verified exact1
  • verified fuzzy25
  • unresolved1
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a052256b-0984-4a80-b5b3-f6909399cd85 · outbound

This paper cites Intention recognition of aerial target based on deep learning.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Intention recognition of aerial target based on deep learning

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:32.909163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.233860Z digest=sha256:52b1f546fd7ec18c84806d273d2873653ac3a7e2181cd0a271cb757e961e6009

Observation 6f0befcb-96eb-4348-8150-ca3814aab52a · outbound

This paper cites Efficient intent classification and entity recognition for university administrative services employing deep learning models.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Efficient intent classification and entity recognition for university administrative services employing deep learning models

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:32.790621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.328267Z digest=sha256:93e45164d3589ea01e314d83357cf9d731230a525efc7ab34b9a22500774a816

Observation 68091e6e-b36c-4acd-92e5-14aef383cc08 · outbound

This paper cites Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Optimizing Large Language Models with an Enhanced LoRA Fine-Tuning Algorithm for Efficiency and Robustness in NLP Tasks

Reference 3

Resolution
verified exact
local_arxiv, observed 2026-08-06T21:18:28.307347Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.431084Z digest=sha256:c58e21fd91e88890666d46016b70adbb6835590dadc65575139c08d3e01c61f8

Observation e21a0daf-19ef-4bb6-9a54-1013de526394 · outbound

This paper cites Time-Aware and Multi-Source Feature Fusion for Transformer-Based Medical Text Analysis.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Time-Aware and Multi-Source Feature Fusion for Transformer-Based Medical Text Analysis

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:32.612949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.601420Z digest=sha256:4a31a10f6c29f9021ff46abff6c8025057a1d9b663def6b105a2ce7d9c710046

Observation 48a192be-3b2d-4063-87b7-d1d73f9f73b6 · outbound

This paper cites A Self-Supervised Vision Transformer Approach for Dermatological Image Analysis.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction A Self-Supervised Vision Transformer Approach for Dermatological Image Analysis

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:32.444747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.804327Z digest=sha256:14c620a4f89a2f4eb968490e6e53a9969451437a60ef6700e9c2dcf6c33d2aa4

Observation c41caf5b-24d5-4dbc-aeac-1a422f85b876 · outbound

This paper cites Intent Recognition in Dialogue Systems.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Intent Recognition in Dialogue Systems

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:32.222892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.921216Z digest=sha256:5a184a36b67c03950f80b1e6ff159f5c85095c52006c579c4ee242e2bedb0f83

Observation 82604623-0576-453b-857a-73cbcb116953 · outbound

This paper cites A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction A LongFormer-Based Framework for Accurate and Efficient Medical Text Summarization

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:32.033231Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:25.970988Z digest=sha256:857bd6c9f3a5621ae3c31c874b29df693bb09882b3b612f0975df7f379503bee

Observation f5006b5b-125b-405d-a1ee-723f26678078 · outbound

This paper cites BERT-Based Automatic Audit Report Generation and Compliance Analysis.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction BERT-Based Automatic Audit Report Generation and Compliance Analysis

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:31.703969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.080330Z digest=sha256:cbc88a65d6cb67935d491f24c7be1f002379623e2529e2df405f85ecef7b729d

Observation 7b95061d-0b84-4649-b2a1-d393a0450fe9 · outbound

This paper cites Mintrec: A new dataset for multimodal intent recognition.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Mintrec: A new dataset for multimodal intent recognition

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:31.576869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.246443Z digest=sha256:7309244f1e1a6cdc279e212f8e2506406238bf885b955187639a980b38a97dfc

Observation 7dbc976e-c2bc-4d96-a47c-6185de30af4f · outbound

This paper cites A Visual Communication Optimization Method for Human- Computer Interaction Interfaces Using Fuzzy Logic and Wavelet Transform.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction A Visual Communication Optimization Method for Human- Computer Interaction Interfaces Using Fuzzy Logic and Wavelet Transform

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:31.382409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.363496Z digest=sha256:9d2dc95cdbc6b3cfef984d32f5a00375f2c8e5db9b8faa1339f8779ac1192e3e

Observation 0d12e9ba-ea1d-47ea-a612-364daf4acf80 · outbound

This paper cites A proactive lane- changing risk prediction framework considering driving intention recognition and different lane-changing patterns.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction A proactive lane- changing risk prediction framework considering driving intention recognition and different lane-changing patterns

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:31.201982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.443619Z digest=sha256:16ffe6df29e0debf77217b7ec446518f7de6c4c6a8166374b7f6eca19e6afde3

Observation 5286ecd1-bcba-44aa-ad48-09f5f947da34 · outbound

This paper cites Semantic and Contextual Modeling for Malicious Comment Detection with BERT- BiLSTM.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Semantic and Contextual Modeling for Malicious Comment Detection with BERT- BiLSTM

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:31.082520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.593238Z digest=sha256:8bcefe12cef3a0ebb963cd0ad4c484fe1912ad935837223a2d72a2f5e6ca0263

Observation ba8c5beb-2e4c-471e-8a71-6364c1df5713 · outbound

This paper cites A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction A Hierarchical Feature Fusion and Dynamic Collaboration Framework for Robust Small Target Detection

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:30.947556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.716672Z digest=sha256:e50f7d25241f88cdcc0907d1876f64c03c4ffeb49d921ac06734445d98734191

Observation 5ef8cc30-e2da-40fb-9791-c061fe5969d5 · outbound

This paper cites RT-DETR-Based Multimodal Detection with Modality Attention and Feature Alignment.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction RT-DETR-Based Multimodal Detection with Modality Attention and Feature Alignment

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:30.793631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.803921Z digest=sha256:7ba4242f47534cf932ca1d10cacd95c5fd4b54ed38c08572a3443b783d3579c5

Observation 303505ef-e049-4014-82d3-1f792b8f904e · outbound

This paper cites Deep open intent classification with adaptive decision boundary.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Deep open intent classification with adaptive decision boundary

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:30.619210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.868714Z digest=sha256:90c36ab784b2867a627c508c83096b7691c1e2e133e93df129e1d354f9b8cb4f

Observation 9debe0a8-a414-4a2d-bdc8-e2290e5e459d · outbound

This paper cites Research on Intention Recognition Methods based on Deep Learning.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Research on Intention Recognition Methods based on Deep Learning

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:30.339768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:26.937188Z digest=sha256:5f48d04a0179cbaa42d2e9e146f0293a145815ed0fc04fc671f880980f2a3ff4

Observation 1b30542d-915d-4879-8906-b971109b3b2f · outbound

This paper cites Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Towards Robust Few-Shot Text Classification Using Transformer Architectures and Dual Loss Strategies

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T21:18:26.996761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:18:26.996761Z digest=sha256:2208d1665fdf84aa7f969d551490f6ee11b92f62019a5f52000e874a2e044666

Observation cd3a3ac3-1211-433f-b540-19c3eb800c12 · outbound

This paper cites Medical Entity-Driven Analysis of Insurance Claims Using a Multimodal Transformer Model.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Medical Entity-Driven Analysis of Insurance Claims Using a Multimodal Transformer Model

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:30.122676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.050674Z digest=sha256:bcd392f7e5c7f01fa579d6b95383750a6a063bf41d0a58d6d95842d90b5894d8

Observation bf876a06-64e7-4766-8426-5b691f40d180 · outbound

This paper cites Dynamic Optimization of Human-Computer Interaction Interfaces Using Graph Convolutional Networks and Q-Learning.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Dynamic Optimization of Human-Computer Interaction Interfaces Using Graph Convolutional Networks and Q-Learning

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:29.874392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.152914Z digest=sha256:052b0b7d4376eed2f0e9f6133649f7efd775fb6bd0172388e5c13d39c20de9c9

Observation b300a2e2-928a-4c62-9e79-df759e1b8f77 · outbound

This paper cites Stock price prediction using CNN- BiLSTM-Attention model.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Stock price prediction using CNN- BiLSTM-Attention model

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:29.601012Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.204072Z digest=sha256:e5a49583783dbe05e11fde0956dae84aefd95ae6ca8510e3d9a45153b5238c1d

Observation d079fc07-092a-4216-8553-e7bf2868ea3d · outbound

This paper cites A multiscale CNN-CRF framework for environmental microorganism image segmentation.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction A multiscale CNN-CRF framework for environmental microorganism image segmentation

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:29.313071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.324956Z digest=sha256:922033eb50fc892243e240b9433cb9be8152ce0147f89a9062ff8d5386b17d8b

Observation 43b3bb42-d8e4-43f2-a3f1-8198906abc79 · outbound

This paper cites Jointbert for detecting arabic fake news.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Jointbert for detecting arabic fake news

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:29.152393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.433450Z digest=sha256:3ba920a033d1e1cf6032154101b6895c12602abbfe9e386c03022983c9e129f2

Observation f1329373-3e06-43b4-bf97-036ee0720d25 · outbound

This paper cites Sentiment Classification for Depression Detection: Integrating Capsule Networks with CNNs on Review Data.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Sentiment Classification for Depression Detection: Integrating Capsule Networks with CNNs on Review Data

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:28.998571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.543754Z digest=sha256:98688a8e9ab71e19f13463ca195a68ff267ce46e8e047f1aa5c1861d256d0efc

Observation 6ac4dcf9-1949-435b-9b52-adc316411420 · outbound

This paper cites LLM-AE-MP: Web Attack Detection Using a Large Language Model with Autoencoder and Multilayer Perceptron.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction LLM-AE-MP: Web Attack Detection Using a Large Language Model with Autoencoder and Multilayer Perceptron

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:28.863340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.645623Z digest=sha256:0f8696f44f36990e8a04cabf89fd43da6b680a5017bbc6b2ae93e9e1caef0fc1

Observation bba9ddae-7f6d-4a07-a249-ef87c70b46db · outbound

This paper cites Harnessing Multimodal Data and Deep Learning for Comprehensive Gait Analysis in Pediatric Cerebral Palsy.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction Harnessing Multimodal Data and Deep Learning for Comprehensive Gait Analysis in Pediatric Cerebral Palsy

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:28.720304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.842157Z digest=sha256:afdd564b78f07e44f5389171f0130862ea55ed765c724eb05b4a6725bc5e6191

Observation ab1af06d-daba-4414-92ac-7e9e67c5834c · outbound

This paper cites IoT-Driven Skin Cancer Detection: Active Learning and Hyperparameter Optimization for Enhanced Accuracy.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction IoT-Driven Skin Cancer Detection: Active Learning and Hyperparameter Optimization for Enhanced Accuracy

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:28.564159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:27.912464Z digest=sha256:0d9d8c72f11a7e6f9927e02f6547d38fed7b69d6efc109240b588adf028d0a81

Observation a6e7a991-9ff6-4f12-a734-28451ca6da0a · outbound

This paper cites ChatGPTs' Journey in Medical Revolution: A Potential Panacea or a Hidden Pathogen?.

Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction ChatGPTs' Journey in Medical Revolution: A Potential Panacea or a Hidden Pathogen?

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T21:18:28.427339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-06T21:18:28.042196Z digest=sha256:9f361b384895ccad542d9f5330d290998645024b4f376585b5e6f017260205c5

Pith citing papers

Observation 9932dc1c-d62c-4407-8dde-577fea49994a · inbound

Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery cites this paper.

Graph Neural Network and Transformer Integration for Unsupervised System Anomaly Discovery Capsule Network-Based Semantic Intent Modeling for Human-Computer Interaction

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:08:51.165353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-05T21:08:45.776599Z digest=sha256:87c34260c40930fa737069a0003424f52f73f5b14d30a2d64cef8584c5000414