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Paper Citation Record · LEDGER

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines

As of 16 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2505.07857.

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

pith.paper-citation-record.v1
2505.07857 v1

Coverage vector

measured 81 of 81 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:21:13.898406Z

measured 81 of 81 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

81 of 81 outbound references displayed

  • verified exact1
  • verified fuzzy57
  • unresolved23
  • parse uncertain0
  • malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bd259553-ec6c-4801-8901-deddb53fd699 · outbound

This paper cites Con- trastive multi-graph learning with neighbor hierarchical sifting for semi- supervised text classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Con- trastive multi-graph learning with neighbor hierarchical sifting for semi- supervised text classification

Reference 1

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Observation fc9ba0a4-e3a7-4c3f-b436-652cc848d83d · outbound

This paper cites Survey on self-supervised learning: Auxiliary pretext tasks and contrastive learning methods in imaging.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Survey on self-supervised learning: Auxiliary pretext tasks and contrastive learning methods in imaging

Reference 2

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Observation f76fdf7b-0b87-459c-825a-6ee453bc6f33 · outbound

This paper cites Access structures for angular similarity queries.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Access structures for angular similarity queries

Reference 3

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Observation 9cf998bd-e1d2-4e52-9c9e-3734527b97d1 · outbound

This paper cites Benchmarking performance of machine and deep learning-based methodologies for urdu text document classifica- tion.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Benchmarking performance of machine and deep learning-based methodologies for urdu text document classifica- tion

Reference 4

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 78992cce-8a1e-4b9f-a62d-cba48e897a6d · outbound

This paper cites Adh-ppi: An attention-based deep hybrid model for protein-protein in- teraction prediction.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Adh-ppi: An attention-based deep hybrid model for protein-protein in- teraction prediction

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 49f5a233-e6a5-4436-8387-2c4f41cf802d · outbound

This paper cites El-rmlocnet: An explainable lstm network for rna-associated multi-compartment localization prediction.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines El-rmlocnet: An explainable lstm network for rna-associated multi-compartment localization prediction

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 5ab10d9d-7c0a-4f0c-832b-4f1ef568c886 · outbound

This paper cites Effect of pruning on feature ranking metrics in highly skewed datasets in text classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Effect of pruning on feature ranking metrics in highly skewed datasets in text classification

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 0de82d41-d146-4ad4-8d3f-580d13f90ac6 · outbound

This paper cites Zero-shot retrieval of user intent in human-robot interaction with large language models.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Zero-shot retrieval of user intent in human-robot interaction with large language models

Reference 8

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raw_fallback, observed 2026-08-15T23:21:15.060998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b9813d26-c2c5-4ae9-9b3d-4b086b4fe2f7 · outbound

This paper cites Implementation of a virtual assistant system based on deep multi-modal data integration.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Implementation of a virtual assistant system based on deep multi-modal data integration

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 04a73965-cf03-4cd5-b949-a3c821c30d2a · outbound

This paper cites Neural multi-task learning for end-to-end arabic aspect-based sentiment analysis.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Neural multi-task learning for end-to-end arabic aspect-based sentiment analysis

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 044d7603-5262-4eae-924d-559765df5778 · outbound

This paper cites On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e7e86ec8-8fc1-4a48-a20a-53d45770923f · outbound

This paper cites Generalized hamming distance.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Generalized hamming distance

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 21ebea2d-cf4d-40a2-adff-3b2f61a56525 · outbound

This paper cites Efficient Intent Detection with Dual Sentence Encoders.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Efficient Intent Detection with Dual Sentence Encoders

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 72986249-e5a4-4497-9c7d-17a5ad308f8f · outbound

This paper cites An intent recogni- tion pipeline for conversational ai.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines An intent recogni- tion pipeline for conversational ai

Reference 14

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raw_fallback, observed 2026-08-15T23:21:14.998906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.553391Z digest=sha256:4295594b81a9fae8e822b4eea87899a40ee0869d4d774a4cd0657e1e49e8c5c5

Observation 2da24054-d53a-4213-aa59-420f2fa50b38 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 15

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raw_fallback, observed 2026-08-15T23:21:14.984150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6c9089fd-325e-4d4d-b95d-28acd2311ba2 · outbound

This paper cites Debiased contrastive learning.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Debiased contrastive learning

Reference 16

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation cb070366-adab-4fb6-a192-42c467b0ceef · outbound

This paper cites Chebyshev distance.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Chebyshev distance

Reference 17

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation ba7b03a1-2b43-481e-ab82-e20f9f6263c3 · outbound

This paper cites Pearson correlation coefficient.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Pearson correlation coefficient

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation d5d8e772-b2b6-4272-acec-089dbb947692 · outbound

This paper cites Zero-shot- bert-adapters: A zero-shot pipeline for unknown intent detection, in: 34 Findings of the Association for Computational Linguistics: EMNLP 2023, pp.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Zero-shot- bert-adapters: A zero-shot pipeline for unknown intent detection, in: 34 Findings of the Association for Computational Linguistics: EMNLP 2023, pp

Reference 19

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 883fcac5-7905-4af9-be6e-04755a0aa401 · outbound

This paper cites Euclidean distance mapping.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Euclidean distance mapping

Reference 20

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation bba70b57-a067-4038-b886-8d69d8e1a085 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 21

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation b6611642-4178-47b3-8b84-ad8ec89b85bd · outbound

This paper cites An emotion role min- ing approach based on multiview ensemble learning in social networks.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines An emotion role min- ing approach based on multiview ensemble learning in social networks

Reference 22

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raw_fallback, observed 2026-08-15T23:21:14.877646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation f1e98ecc-ee18-414e-a76d-45ef03e9248e · outbound

This paper cites A linguistics-based ap- proach to refining automatic intent detection in conversational agent design.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines A linguistics-based ap- proach to refining automatic intent detection in conversational agent design

Reference 23

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation e9f703d1-f8d7-4e3d-82ed-e74934d1052f · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 24

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0c006d83-c433-41c6-822d-19308dd9827e · outbound

This paper cites Exploring large language mod- els for the generation of synthetic training samples for aspect-based sen- timent analysis in low resource settings.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Exploring large language mod- els for the generation of synthetic training samples for aspect-based sen- timent analysis in low resource settings

Reference 25

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raw_fallback, observed 2026-08-15T23:21:14.838691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 93996318-83d9-4473-945c-79d717c8d824 · outbound

This paper cites Ghs-net a generic hybridized shallow neural network for multi- label biomedical text classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Ghs-net a generic hybridized shallow neural network for multi- label biomedical text classification

Reference 26

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raw_fallback, observed 2026-08-15T23:21:14.823924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8706fabc-9759-4694-afe2-4b573db7b020 · outbound

This paper cites On the jaccard similarity test.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines On the jaccard similarity test

Reference 27

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verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.809226Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 8d0c4d08-8841-48cc-b9cf-50fba4f5bafb · outbound

This paper cites A survey on contrastive self-supervised learning.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines A survey on contrastive self-supervised learning

Reference 28

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raw_fallback, observed 2026-08-15T23:21:14.794862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.626372Z digest=sha256:c42ef4d145208a1065b53a9f3753bfca507f2d019af730dfabcfc8498fad8882

Observation dcbafb1d-a295-4524-824d-68c32a6fe2c9 · outbound

This paper cites Intent detection for task-oriented conversational agents: A comparative study of recurrent neural networks and transformer models.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Intent detection for task-oriented conversational agents: A comparative study of recurrent neural networks and transformer models

Reference 29

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verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.780457Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.631369Z digest=sha256:a92419ef79aacfce8721b6afc9f03db2dbdabdcb46ab99cb6ef3eaec867a6bc4

Observation 52203006-e74b-4874-8d0e-9422d97cc56d · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 30

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unresolved
raw_fallback, observed 2026-08-15T23:21:14.766332Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.637773Z digest=sha256:66e68dc1268f98784ba9baff1431d69eb542dcca0a113aaea68a1f4843df9048

Observation 9e956345-680d-4035-9265-a8be3c89432f · outbound

This paper cites The bhattacharyya distance and detection between markov chains.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines The bhattacharyya distance and detection between markov chains

Reference 31

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verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.752435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.643296Z digest=sha256:aa4859ab034048d971b0c620fe6e96c1f6e1bdbcc9b32d7d37b2d250a90e56b2

Observation 531b7cc8-3421-410d-81e6-e41f4764e838 · outbound

This paper cites MuRIL: Multilingual Representations for Indian Languages.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines MuRIL: Multilingual Representations for Indian Languages

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.648512Z digest=sha256:6d8cde753d2da55544f9eaed242e5c609c56f6d5185f8f41d80206d56aec204c

Observation 31bea443-2b9c-4f27-ad53-c2fe968cc67b · outbound

This paper cites Adversarial self-supervised con- trastive learning.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Adversarial self-supervised con- trastive learning

Reference 33

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raw_fallback, observed 2026-08-15T23:21:14.736524Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

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Observation 6396737f-a334-45bd-b0bf-5e4cdb190820 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 34

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unresolved
raw_fallback, observed 2026-08-15T23:21:14.721315Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.661086Z digest=sha256:0d0c6c264a85e01a1743beb466cfffa29a65e321da838396ba88b55b4c0a0d2b

Observation 6a5acd96-1588-4653-93ec-ad6e08cc2efb · outbound

This paper cites Con- versational agents in healthcare: A systematic review.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Con- versational agents in healthcare: A systematic review

Reference 35

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raw_fallback, observed 2026-08-15T23:21:14.706211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.666043Z digest=sha256:740a0078e1e37225b641122d494b1e97a0faf74988558a9d349ee12155f800be

Observation 5a551b89-3334-4c45-8eae-a69297f66e05 · outbound

This paper cites Conversational agents.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Conversational agents

Reference 36

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.670826Z digest=sha256:fb77228b494cc1a7f3624cd61a2b8ecd0eac30435b46e6910233c2edb5d0d4ac

Observation 049bf8f3-ee5b-4789-8c04-9c7d17535b75 · outbound

This paper cites Logistic regression matching pursuit algorithm for text classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Logistic regression matching pursuit algorithm for text classification

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.677933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.676516Z digest=sha256:d1b8b78406e963993a88ce2c9c0021af77a4aeaa0b9e04b0d157c8a05b70e81a

Observation d3ef3fcb-158c-42e2-8ca5-dc22ff656e75 · outbound

This paper cites Ud bbc: Named entity recognition in social network combined bert-bilstm-crf with active learning.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Ud bbc: Named entity recognition in social network combined bert-bilstm-crf with active learning

Reference 38

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raw_fallback, observed 2026-08-15T23:21:14.663521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.681526Z digest=sha256:128d26ee7132746614704aae18bc94946398366370a1c7354e283a8449748d0d

Observation b4a234c7-0ad4-4c3e-bbb5-e88f3053e4d2 · outbound

This paper cites Named entity recognition for smart city data streams: Enhancing visualization and interaction.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Named entity recognition for smart city data streams: Enhancing visualization and interaction

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.647237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.687521Z digest=sha256:83b0314cebce83b7e19131ed2d94e425f006b80898c668ac06cef3ceee0997e5

Observation d08f4d70-0f1e-4353-99c2-93c8150410da · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 40

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unresolved
no resolver link, observed 2026-08-15T23:21:13.692739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.692739Z digest=sha256:dcc6d8c9b176443e10ca53d9d88d7b6c79c060c10960126feb566f56c0a1bc57

Observation 6499d7cf-0476-4b2c-869e-cbc6f07776a4 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 41

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unresolved
raw_fallback, observed 2026-08-15T23:21:14.631034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.698326Z digest=sha256:2161be3220d384a25437f3dbd986f20902dacfe920ffde55622ae53a351d7a0c

Observation 75fe774a-f568-43c2-bb75-783de862ea5d · outbound

This paper cites Low-resource Languages: A Review of Past Work and Future Challenges.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Low-resource Languages: A Review of Past Work and Future Challenges

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.710805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.710805Z digest=sha256:34c29557a771121dcf1b622750b60aac822be494dfe5027969de9a75fa2a57bd

Observation 3ff3e383-b13e-44cd-8034-8342feb91c34 · outbound

This paper cites A parameter-free text classification method based on dual compressors.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines A parameter-free text classification method based on dual compressors

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.597923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.716767Z digest=sha256:176bd457db01045873450c06e3429634327caa04349fe4744781ccb1b4f87d76

Observation cdea5123-d765-46c3-9cb6-e725daa3b10c · outbound

This paper cites Passion-net: A robust precise and explainable predic- tor for hate speech detection in roman urdu text.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Passion-net: A robust precise and explainable predic- tor for hate speech detection in roman urdu text

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.582065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.724124Z digest=sha256:e662344218bc6e5b11a86c0762601b523b3e272f631eefaaa8d0c5c12b8e67c0

Observation 8f0fe1d1-e2de-487b-a685-8c10e9c10bf0 · outbound

This paper cites A precisely xtreme-multi channel hybrid ap- proach for roman urdu sentiment analysis.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines A precisely xtreme-multi channel hybrid ap- proach for roman urdu sentiment analysis

Reference 45

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verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.567190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.729299Z digest=sha256:d83497b8c55b4e23de97eab16904204275a3efa8d20ad2ab1ffe865c006f4d21

Observation dd9802ff-5719-4fb4-abdf-3e402d04c6c5 · outbound

This paper cites Enml: multi-label ensemble learn- ing for urdu text classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Enml: multi-label ensemble learn- ing for urdu text classification

Reference 46

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verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.552113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.734857Z digest=sha256:0a4515697b0ef2e41351ae61e1113dbc8b82e93c8600a2090dcf2a33d2d78ce5

Observation 707ef84a-d74f-47a2-ab4c-361778a43742 · outbound

This paper cites Recent advances in natural language processing via large pre-trained language models: A survey.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Recent advances in natural language processing via large pre-trained language models: A survey

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.536466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.741392Z digest=sha256:d69ab922e8c6476969e3b39245a23040a2f803a3107cd4132562a3ccfedc1917

Observation 1e5f3b08-38a1-4700-ab69-fda95d427a5a · outbound

This paper cites Aspect-based sentiment analysis: A dual-task learning architecture using imbalanced maximized-area under the curve proximate support vector machine and reinforcement learning.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Aspect-based sentiment analysis: A dual-task learning architecture using imbalanced maximized-area under the curve proximate support vector machine and reinforcement learning

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.520622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.746905Z digest=sha256:a23ec8ce094d7bf5937a4112786894a03775c2913db692bbcda546ac2187aba2

Observation 7f7f3cf7-0c00-412c-a912-b963a46975f2 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 49

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unresolved
raw_fallback, observed 2026-08-15T23:21:14.503950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.752052Z digest=sha256:05abd3bfb8723161ffc49f4abdf394d07fa14f3e11752923f8101ec1076130d8

Observation 853cdaba-d167-4d4d-b5a9-27d917e05d82 · outbound

This paper cites Dsl-driven approaches and metamodels for chat- bot development: A systematic literature review.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Dsl-driven approaches and metamodels for chat- bot development: A systematic literature review

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.486079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.762727Z digest=sha256:a3e86911e10dd5cf14aebf583707dd0792eb7342247ce4b75a5f73ccf3e4b10f

Observation 04f540a7-135c-4cdb-b6da-a2398f24e104 · outbound

This paper cites Divide-aggregate heterogeneous hypergraph for large-scale user intention detection.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Divide-aggregate heterogeneous hypergraph for large-scale user intention detection

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.471078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.768030Z digest=sha256:9ba566ad89df39d7f56d496872cf5f1a3318208b843ebf175c202908ad6627ee

Observation 867568dd-b17c-481b-98a4-54217e5ae8ca · outbound

This paper cites Language models are unsupervised multitask learners.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Language models are unsupervised multitask learners

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.773184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.773184Z digest=sha256:23c0ddba9e4580156172a09695f071a351fb9ebc3803d6c330477adf14ce27a2

Observation 74fde9b4-6baf-461c-aaf9-87ea1baac36a · outbound

This paper cites Semantic co- sine similarity, in: Proceedings of the 7th International Student Con- ference on Advanced Science and Technology (ICAST), University of Seoul, Seoul, South Korea.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Semantic co- sine similarity, in: Proceedings of the 7th International Student Con- ference on Advanced Science and Technology (ICAST), University of Seoul, Seoul, South Korea

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.447232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.777573Z digest=sha256:cbb5168669bdd3420d38924a54eced1f32169f9eddfa33bc5c6195852a4290bc

Observation 14ec969b-f10a-464c-bd75-063876a5b32d · outbound

This paper cites Benchmark- ing with a language model initial selection for text classification tasks.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Benchmark- ing with a language model initial selection for text classification tasks

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.433042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.782057Z digest=sha256:c5a89b867b1cfd7c5180a4cf6bac2e633e00bb57de1c35231dc1492822bbca03

Observation f4efcdbc-0165-4af2-8cf3-11bebff7a6f2 · outbound

This paper cites A characterization of random variables with minimum l2-distance.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines A characterization of random variables with minimum l2-distance

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.418246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.787031Z digest=sha256:0c3cf3e3818a275a6fe029951f08f1842423af56879e029d4f0d163b68f1687c

Observation be1c37e6-0b87-410a-b370-26f21b4611f0 · outbound

This paper cites Fnreq-net: A hybrid computational framework for functional and non-functional requirements classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Fnreq-net: A hybrid computational framework for functional and non-functional requirements classification

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.402666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.792367Z digest=sha256:46d62cb23e9e37f717071a8f9ebbde0785c9b49d7bb7283c0c97c2edb87ea605

Observation e0f21a5d-f6ea-495f-89c9-31a877c732ef · outbound

This paper cites Mlr- predictor: a versatile and efficient computational framework for multi- label requirements classification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Mlr- predictor: a versatile and efficient computational framework for multi- label requirements classification

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.387343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.797909Z digest=sha256:86242d179cae9487934d6e3d022677419b63f5ae2664a7d6f4ddef7ab5852ebc

Observation fac67fad-6e68-422c-ae46-bd331b8f60a6 · outbound

This paper cites Improving user intent detection in urdu web queries with capsule net architectures.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Improving user intent detection in urdu web queries with capsule net architectures

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.371876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.802608Z digest=sha256:35a594d3fe8bfa6ff635a84ae057d96aa6fe7078003724c7b91ac306ca6a13df

Observation 2f889802-ade6-4c62-a4b4-03fc9b5c2c7b · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:21:14.357237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.807295Z digest=sha256:0775c3f46ba9cf9036dda929577100f3482809e4b30af90cb58db2d4ca02a7ab

Observation 998a02e9-3dc9-4485-a393-3f1321dbd6da · outbound

This paper cites Regularization with dot- product kernels.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Regularization with dot- product kernels

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.342277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.812254Z digest=sha256:8e73a53421d007e4aa13b580b04df6379fb9a88c33083c0dadd1cf178597d09a

Observation e9e4b508-2ac7-43f1-b393-4c65279b88ea · outbound

This paper cites Prototypical networks for few- shot learning, in: Proceedings of the 31st International Conference on Neural Information Processing Systems, Red Hook, NY, USA.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Prototypical networks for few- shot learning, in: Proceedings of the 31st International Conference on Neural Information Processing Systems, Red Hook, NY, USA

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.323793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.816586Z digest=sha256:0f10109d9402159d8253b1fe64ae66264258c4c5864d214629db1bb48032ef3b

Observation 43a7f55a-9a16-415d-acd9-79f3ff4ddbd1 · outbound

This paper cites Circnet: An encoder-decoder-based convolution neural network (cnn) for circular rna identification.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Circnet: An encoder-decoder-based convolution neural network (cnn) for circular rna identification

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.305874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.822287Z digest=sha256:eb6bf01c8fc33ec641b4586eb374009efcde87ddf0960e4dd242fcfb13bf9852

Observation f04969d4-ea1b-45a6-83d4-32f38a30a258 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:21:14.288536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.827480Z digest=sha256:d35650a81a40d88b7ac6f27795291ef18a4e29c7fe0da2599e211abdda90a635

Observation 5d1d5262-fb98-444f-92a2-833e007865cc · outbound

This paper cites Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks

Reference 64

Resolution
verified exact
local_arxiv, observed 2026-08-15T23:21:13.989136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.832335Z digest=sha256:283feec01cca6880419c311ff9b54b1e4a2ce1c55ab12de3598c5de7b26b417c

Observation 5fb135e7-b0cc-4d4c-bf9f-bbaea161c007 · outbound

This paper cites Un ministral, des ministraux.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Un ministral, des ministraux

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.272622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.837975Z digest=sha256:2e62119bdac2beeda996dc14c4ed3661e1e04e2c1b63ee32c80ad011513ecfb2

Observation 8d6096ec-9a4d-48e3-9d99-25969482cca5 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 66

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.842505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.842505Z digest=sha256:bbd69dc6fec5f25f02d11d2ff93768854eba752529d368fc6198a3b8860e2304

Observation 112c565d-3ba1-420c-8a72-0ce6a7c5ee81 · outbound

This paper cites R´ enyi divergence and kullback- leibler divergence.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines R´ enyi divergence and kullback- leibler divergence

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.258057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.847530Z digest=sha256:8b72d3cd348bba1ee4a1f6c34759452915b27bab6081c31190bf2106e029589f

Observation 7836a439-d56b-4134-ab24-251004586336 · outbound

This paper cites Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Lexical paraphrasing and pseudo relevance feedback for biomedical document retrieval

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.241201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.851481Z digest=sha256:296c9c478da6934a90b6900414f45e9c6130a95a1a8ff0891c39681b4e74c6e0

Observation d9482b25-4a55-4f78-8aea-40d83bb0999a · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:21:14.225286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.855706Z digest=sha256:b49166b05eaf6aa6aa15ea6812055d61d6ecbd66ae474e2b906c0d97fa2321cb

Observation 7c4631b9-0188-43fd-b9d3-328760ffb093 · outbound

This paper cites Are All Languages Created Equal in Multilingual BERT?.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Are All Languages Created Equal in Multilingual BERT?

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.860141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.860141Z digest=sha256:0e7d5180fe1499e55e36c04beab9f5af090baec13ad27f249b17fc4730b19400

Observation d7eccddc-041a-481f-9347-32c9fe763dd9 · outbound

This paper cites an unresolved cited work.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Unresolved cited work

Reference 71

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unresolved
raw_fallback, observed 2026-08-15T23:21:14.210832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.865785Z digest=sha256:0281d9419162c0b06be64a32f7202f7aedf51b3323d068ebbbe8b46a3e1f8510

Observation ce981437-5ae5-4f77-b329-19c0ff3984c6 · outbound

This paper cites Intent-enhanced attentive bert capsule network for zero-shot intention detection.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Intent-enhanced attentive bert capsule network for zero-shot intention detection

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.195102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.870354Z digest=sha256:afeba55b1b130963088e4f86813f970cf126a6d158ad9970b0abb2779a46e3c4

Observation 16668b86-a30c-4f27-a277-8b898a1b0e66 · outbound

This paper cites Ltner: Large language model tagging for named entity recognition with contextualized entity marking, in: International Conference on Pattern Recognition, Springer.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Ltner: Large language model tagging for named entity recognition with contextualized entity marking, in: International Conference on Pattern Recognition, Springer

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.178007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.874692Z digest=sha256:547e4f6d921fb7259cb194adf648bee51fa5a81a319839dd9945d9e25e192af5

Observation 0fecf051-f44e-4a09-91d3-c4f404cab55c · outbound

This paper cites Gfidf: gradual fusion intent detection framework.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Gfidf: gradual fusion intent detection framework

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.162831Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.878687Z digest=sha256:6f01350e73736e2dd7ea4463c513bebbf6840a27165924bf423e344d945be4ef

Observation 39d0ba05-1b6b-43c9-b6f5-8948c2c50172 · outbound

This paper cites A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines A Comprehensive Capability Analysis of GPT-3 and GPT-3.5 Series Models

Reference 75

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.882749Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.882749Z digest=sha256:8330bbc864c3a2e77badade6cfbe281afe7c0874a95d9ccdc38fdb2202f2a402

Observation 1b5b04ac-0b74-4db8-8f0a-30cabbefc4dd · outbound

This paper cites Dice similarity measure between single valued neutrosophic multisets and its application in medical diagnosis.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Dice similarity measure between single valued neutrosophic multisets and its application in medical diagnosis

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.145781Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.888466Z digest=sha256:38fbc8e60c9d3ab28cc63048a8569bc9e6f8b8bd5b51a07fc4632482c8217a23

Observation 372d407f-e173-410b-a5a4-11e4789f025f · outbound

This paper cites Midlm: Multi-intent detection with bidirectional large language models, in: Proceedings of the 31st Inter- national Conference on Computational Linguistics, pp.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Midlm: Multi-intent detection with bidirectional large language models, in: Proceedings of the 31st Inter- national Conference on Computational Linguistics, pp

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.129734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.892825Z digest=sha256:a248c6d39b57a655823da82a8d8a3009a289fa4d6f446ee908e386fa3dbce81a

Observation 9d17d8d9-ad60-4781-b472-af97a94389bf · outbound

This paper cites New intent dis- covery with pretraining and contrastive learning, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines New intent dis- covery with pretraining and contrastive learning, in: Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics, Dublin, Ireland

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.113571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.898406Z digest=sha256:42f031401c977978334997b7a9cec42d378fc8a0fb8488ae43dff9d1b285ea9e

Observation ee19a84b-9e73-4c76-8057-4b2d80ff019b · outbound

This paper cites Crosslingual Generalization through Multitask Finetuning.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Crosslingual Generalization through Multitask Finetuning

Reference 2022

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.757346Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.757346Z digest=sha256:06862213801027b24da791689af2f11beca83e45c18bd62287bfaa34e3fb1a33

Observation c41f4aba-56f6-44fb-86a7-7b159e73cb95 · outbound

This paper cites The Llama 3 Herd of Models.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines The Llama 3 Herd of Models

Reference 2024

Resolution
unresolved
no resolver link, observed 2026-08-15T23:21:13.606122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.606122Z digest=sha256:936dfbbfec296ddfdcfcd8fab34ab5da081dde1a96f4d3b6a748651db6b6bd33

Observation 6d2fa153-6a1d-4a19-9acb-51382cf8c352 · outbound

This paper cites Neurocomputing , 129554.

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines Neurocomputing , 129554

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:21:14.614932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

source=pdf_text observed=2026-08-15T23:21:13.703749Z digest=sha256:c64d754d58b490bdb60602b2e4e4092aba582f3934d01ef1528a300c058f035f

Pith citing papers

No inbound Pith citation observations are available.