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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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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Source-reported events for the cited work

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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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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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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.

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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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

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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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unresolved
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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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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raw_fallback, observed 2026-08-15T23:21:14.892233Z

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.

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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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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.

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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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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.

source=pdf_text observed=2026-08-15T23:21:13.596869Z digest=sha256:5fffa4e220e68d3ca4adf2399dbbf404f2fbf3c0c245fbfd03e7c939db267121

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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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.

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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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verified fuzzy
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Source-reported events for the cited work

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

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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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verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.626372Z digest=sha256:49d0848b3d31ca2a225fe8c52d7edb1bff55d8bc1926050b5deb68c2d8718eee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.631369Z digest=sha256:11de2d4b534096bccb3a17f533a2a404a3125bb4e2d906da5bc65b9215a61ac0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.637773Z digest=sha256:3e96b3a3dbc0739784bc1a85a6257a34e9476611f9e6ef17234f7c2ed7dbdf4e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.643296Z digest=sha256:59e67ef9ec72d5b5b16ea11255d275e09109c65a4c0bcf30b6195b997b8045eb

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

Resolution
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no resolver link, observed 2026-08-15T23:21:13.648512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:21:13.648512Z digest=sha256:0a495aefd8aa9f6cc5af0c4810a5cb0c14eebfd2f32301923e5962a290a7d50f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.655221Z digest=sha256:deefb8653c6df70a7f4caabfc0645287a4726a564582630f530cde53b1b62683

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.661086Z digest=sha256:9d2bcbbecbb91718ef1c444f83ff5eb5d95fa263eb1a71bd66de7db23b968a51

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.666043Z digest=sha256:945196f5682c429a885aafcc10478351487ace7d193715527a8fa697f760a0e0

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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raw_fallback, observed 2026-08-15T23:21:14.692079Z

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.

source=pdf_text observed=2026-08-15T23:21:13.670826Z digest=sha256:193f7282dd7ec00b621b906439f7b518cf8ae6d171e9b7169d7593031e9e9a86

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.676516Z digest=sha256:0a4ae6e681e065a00db652aab033db640235a8e8f95c47134f95553109202648

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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verified fuzzy
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.681526Z digest=sha256:80d0ee988f0a9597112b014258d53892d774f77e848ca3d995ddc0576ceb0421

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.687521Z digest=sha256:29626064580287446d98c9672a2521ab578d280e154020eb71f2bcc18f8b0b52

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

Resolution
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:c77cef2565115f9c244a21c39a7dd8d278d0585ade4afdf400f085fae4619dcb

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.698326Z digest=sha256:c0cb75322e4243745a0b8a05dec10def237bf1f29794212d4770fd02bc5f4342

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=sha256:9fdd6935ebec555340b541202e77006e047876e77a2c30865dec1a253ba3f881

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.716767Z digest=sha256:9425100785bc61a44669e3f86d71192cfc7da830482a601ff18f9ff4752d808d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.724124Z digest=sha256:4d5c050a16f3247c2d91beb35d4856130af7ea7e0b3638b6fcf86ae01efc3541

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.729299Z digest=sha256:252daf6e47acdf1545edede68364a0c5c6b3fa6c6d2bffd31ee7d03545b442eb

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.734857Z digest=sha256:7f0537b47ece6e419cf8fee5cef9f4327b463f31fc9ad200ad33b7b15bb33f71

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.741392Z digest=sha256:0aa25a2f0ff85e1d9f12b8ce2fc89fc74933a9623179fd79b197bf509c20e1c2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.746905Z digest=sha256:711f5b205f4cf990b5125b4c669db9ea32eff783271d699f6a222cd6feff3b33

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.752052Z digest=sha256:57197db2f443ca9d1982291b5e48c4f3c21bcbeb42c1456f3b0bf06a8e8e78fd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.762727Z digest=sha256:afe2895238a232a9f66b6af8c764446a1f59d9a84965542c44f31d6f72b2f1a3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.768030Z digest=sha256:424d5f45b8c9de4ac19d1b8caa6da10faef17b25cf6aa0b5dcd0fda00342cf51

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:be22327132e2f004db7701d5fb84d70ff3c4f5f7a4d213a6924972847701332b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.777573Z digest=sha256:468a62b720f2fbd021dfb979f2b3cc3f4caa1443fdcd67a0b03950c44311a51f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.782057Z digest=sha256:1b76db0edc225494957ac5c5077489d16983d182b2c1b387c392f5c38013fd33

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.787031Z digest=sha256:f54417d3a87347d8862045968d0609cd1efe89efbb52da2c0e341b6ccbadacd2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.792367Z digest=sha256:1b9e8ec734327d60689f937790f8d23f1820f2bcd09ca72219d87143ee65409c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.797909Z digest=sha256:09324c1dded1cf7f05096e5e21f47cf0850f22929e6654182dae92461427801b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.802608Z digest=sha256:88d691deaf4a35ae21a3ede230a930a95a9ad00eb83cfec9f7150974b93cff64

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.807295Z digest=sha256:4390c451eba5d91e418ab1d42dae8773e42f273186e01edd9439f835371dffee

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.812254Z digest=sha256:f731c861f29ca130c5da6447bef07ef4b5afef54ed4ebd3941653c34526b109b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.816586Z digest=sha256:2356caf34cbd4be2b774b75d70a9b52219d61fac40762788bfdbd63fddafbce7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.822287Z digest=sha256:29147b5c9e14ee9ae3d5891a003055b00b4d2027b85d5f449c6c70acb95fea57

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.827480Z digest=sha256:10fc81ad3c9e599d3ff5c6033930d718f6991bf823c6f8b12569f07ec6805d75

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.832335Z digest=sha256:c5b632e976788790fdbebda4f148464a1cf537cefac431982bae30def6d0ddeb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.837975Z digest=sha256:57a030e07f46935a18845d2289be890ea69910515287e0186144c2df4f1d7b57

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:facf66712f9988f588b68bbaf06765bed80e8b6b8129309481a55c53081d4137

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.847530Z digest=sha256:92fbe81ab1b2ee69ee46acb6891c709855712695fe073e0cca20a6860949ea31

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.851481Z digest=sha256:4411e7b9d4ee7472c5264ec8dbfad6bb06950ae03f2af1190f030fdd0b159d01

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.855706Z digest=sha256:1771dbff8522014c44fb93332b5472645696301c9461f717a900347169cbe7d0

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=sha256:533fd89c6a9197ac4a66bc88476ea3b94f30fe761d678ba19d12ca9092e111c7

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

Resolution
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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.865785Z digest=sha256:c320e3ff3ad0264fe0f87d6880d67fee8b1ad3f627ba55c25593feb6e0680c50

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.870354Z digest=sha256:61a0145b4b2ad35548fe63e381a935f021e83a30f434f211518e72318e16a92f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.874692Z digest=sha256:929b2b691925a183515e7d96c13abd608e34a7531af4a8018a24f17818ab855c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.878687Z digest=sha256:ae39b54debfd70feb50ea67b2597535aed41b4b6c4b140d06dc8a1223270da28

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=sha256:68394de3a0fdc19d8a078779fb004a8437dbcd0a2fbc457acab3197f0d44ec2c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.888466Z digest=sha256:d880df0ee238c3ede8f0b4ece0a4dbb6c51726711cbc19c2bbd70345e1cb4dab

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.892825Z digest=sha256:cef4d9e5f4f4f40cb2d82c3bbe4d604f47e2b6b253695e4b1eb6c166fcf61b70

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.898406Z digest=sha256:5a030b54b55105dcfc485310c5a8989c6ab6752e2a0bb0e7b99cd650ab1e4cea

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=sha256:3c406d06799cb8a8c8e9a74ad432a3ec786887e36fcf17a493cc29c1e750cc65

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:bdc23f7d17548d3ccde3f368193690745e3e16e6672514f0d6e8df87515d7673

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-15T23:21:13.703749Z digest=sha256:dc4590ac71a3acfb34c399c9a4f51959a971ab8e09c5023aed0b8f5dddd2c2ce

Pith citing papers

No inbound Pith citation observations are available.