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Paper Citation Record · LEDGER

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection

As of 8 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 0 inbound Pith citation observations for arXiv:2506.02753.

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

pith.paper-citation-record.v1
2506.02753 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:22:52.834767Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

54 of 54 outbound references displayed

  • verified exact5
  • verified fuzzy42
  • unresolved7
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cdfc8ee6-0281-469e-b609-5d4a038b9862 · outbound

This paper cites Cyber-security: Identity deception detection on social media platforms.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Cyber-security: Identity deception detection on social media platforms

Reference 1

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raw_fallback, observed 2026-08-07T11:22:55.031187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 3932ab39-af9e-4033-be91-d5504a449f91 · outbound

This paper cites Automated hate speech detection and the problem of offensive language.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Automated hate speech detection and the problem of offensive language

Reference 2

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no resolver link, observed 2026-08-07T11:22:48.737098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:48.737098Z digest=sha256:e2ed27994f2eaa175903eb8aff149a44697b7c29c31f11a31be883e215b679f5

Observation 078970e6-84ba-4c44-9d09-164f67766167 · outbound

This paper cites A survey on automatic detection of hate speech in text.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection A survey on automatic detection of hate speech in text

Reference 3

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raw_fallback, observed 2026-08-07T11:22:55.010013Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:48.836543Z digest=sha256:6c044193ecc24dc330d7108c524e878bd08f678abfd6dedea04848b0d32c3ed4

Observation 757987b7-ef50-495c-86e6-0397d6793921 · outbound

This paper cites Social media and the internet of things towards data-driven policymaking in the arab world: potential, limits and concerns.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Social media and the internet of things towards data-driven policymaking in the arab world: potential, limits and concerns

Reference 4

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raw_fallback, observed 2026-08-07T11:22:54.997701Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:48.910354Z digest=sha256:ecff2392ef348595da2f2a9f42ae6574dc150dc7dded2eacabaab5848b5a86d7

Observation 080bb5ba-a503-4c81-9f02-f29524e16b8b · outbound

This paper cites Wasm: A dataset for hashtag recommendation for arabic tweets.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Wasm: A dataset for hashtag recommendation for arabic tweets

Reference 5

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raw_fallback, observed 2026-08-07T11:22:54.985326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.003963Z digest=sha256:078d5a91bc4dd55d586c2c7328c9ec3ab30c50d46d5873ad354f3612d4bb5e08

Observation 6f86f18d-4330-438f-a5e6-761df0de32e1 · outbound

This paper cites An overview of multi-task learning.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection An overview of multi-task learning

Reference 6

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no resolver link, observed 2026-08-07T11:22:49.098306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:49.098306Z digest=sha256:bfcdd203f9ac98a7efb4d731968f1a8c0dcabb0e2e4d7926aebb6df825ee4e82

Observation 367ee3e6-273f-4633-adda-0dff880c7694 · outbound

This paper cites Which tasks should be learned together in multi-task learning? In International conference on machine learning , pages 9120–9132.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Which tasks should be learned together in multi-task learning? In International conference on machine learning , pages 9120–9132

Reference 7

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raw_fallback, observed 2026-08-07T11:22:54.962857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.172919Z digest=sha256:bce8c537db8f85d911f7399c4f57fd232645d599b72ee0142955cd44c2db8623

Observation 4386c4c0-eb6f-4fa3-bd44-dbd2ba217245 · outbound

This paper cites Empirical evaluation of multi-task learning in deep neural networks for natural language processing.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Empirical evaluation of multi-task learning in deep neural networks for natural language processing

Reference 8

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raw_fallback, observed 2026-08-07T11:22:54.949986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.260843Z digest=sha256:b5c44ffb24e12dbb80a55561a7e6e0dbd1ac25b4ecf598ea677d7d5020ca3a70

Observation e3e1af7c-6f5c-45ca-ab76-3ca4e3a7f48e · outbound

This paper cites and Yang Q.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection and Yang Q

Reference 9

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raw_fallback, observed 2026-08-07T11:22:54.937426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.369593Z digest=sha256:f479db22c0e66a498db08070c7492d5fda3037ccab3b462928e5e73acfd93e55

Observation 0226932b-0ed5-47a2-bf32-b6a6ddf5f262 · outbound

This paper cites Active learning for single-stage object detection in uav images.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Active learning for single-stage object detection in uav images

Reference 10

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raw_fallback, observed 2026-08-07T11:22:54.924927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.434783Z digest=sha256:b25fb60767c0e132d896f4f90ba45dbd69f92ca3e177a994fb326f12e34f14c9

Observation 122a9234-c908-40ab-a12d-d6dbc9ab4657 · outbound

This paper cites Active learning for bert: an empirical study.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Active learning for bert: an empirical study

Reference 11

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raw_fallback, observed 2026-08-07T11:22:54.911788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.513503Z digest=sha256:723c37c68e73f4a6bad7c06598406fde0febe340cff8c45dc411d066dfd8dc5b

Observation 4121ccba-d2e9-4cda-87c7-e230dacba0ef · outbound

This paper cites Active learning literature survey.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Active learning literature survey

Reference 12

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no resolver link, observed 2026-08-07T11:22:49.597102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:49.597102Z digest=sha256:50f957af32dc34000b8d193be4dace1c22f3065a05346fa4de7a96d7b62401c7

Observation 23ca8c8b-f885-42de-81ef-09533f69e912 · outbound

This paper cites Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Conditionally Adaptive Multi-Task Learning: Improving Transfer Learning in NLP Using Fewer Parameters & Less Data

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:22:53.962034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.689220Z digest=sha256:e551ff500e541851bfa50c706f14ced11c83a339b7a04782d624c97cf6b2d732

Observation 98f91869-7ebc-4209-86d3-252929b9923d · outbound

This paper cites Offensive language detection in arabic social networks using evolutionary-based classifiers learned from fine-tuned embeddings.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Offensive language detection in arabic social networks using evolutionary-based classifiers learned from fine-tuned embeddings

Reference 14

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raw_fallback, observed 2026-08-07T11:22:54.890062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.782963Z digest=sha256:b3775ea540e5fe6b0ba08f191b4f0735c446131a5a0df5c74a42a168b070299c

Observation 52a84e28-1969-43a1-a800-95c7ea152e3d · outbound

This paper cites Offensive language detection for low resource language using deep sequence model.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Offensive language detection for low resource language using deep sequence model

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.878254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.876151Z digest=sha256:c424af4028a6f43dd81169f781bfbab9e5a29d4808276c6f8ac783e51ff87089

Observation 3ed725c3-3997-44ca-adf5-df5bf6883af4 · outbound

This paper cites Detection of offensive language and its severity for low resource language.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Detection of offensive language and its severity for low resource language

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.865770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:49.967880Z digest=sha256:e4c1d9247c66968e4372da790e8d509170904e27a1c2214944d95c7b627f21d0

Observation 2d39d599-45f5-4db9-b3d8-91988c845042 · outbound

This paper cites Offensive language detection in nepali social media.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Offensive language detection in nepali social media

Reference 17

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raw_fallback, observed 2026-08-07T11:22:54.854181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.046550Z digest=sha256:91b90ff6b63cad0e77a648fd68052b9ccea4195704b0d7f958ee15c4763691b8

Observation 64c936e3-5b23-4c5b-b2d3-ec505cf60d24 · outbound

This paper cites Detect- ing hateful and offensive speech in arabic social media using transfer learning.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Detect- ing hateful and offensive speech in arabic social media using transfer learning

Reference 18

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raw_fallback, observed 2026-08-07T11:22:54.842371Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.115558Z digest=sha256:78b435705199c451d7f4fa040aa047fd65fe2844bb53e07c525604437e5a6013

Observation fdc1acd8-48de-44ef-aa88-2f1e6180dadc · outbound

This paper cites Interpretable and high-performance hate and offensive speech detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Interpretable and high-performance hate and offensive speech detection

Reference 19

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raw_fallback, observed 2026-08-07T11:22:54.829210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.197037Z digest=sha256:0119952e04b34f435f1689439a4728665ef42c3b5d6c771791923948a9d3b659

Observation ee0a1272-2e72-43e0-a311-bc4fe5b741e8 · outbound

This paper cites Deep learning and natural language processing in computation for offensive language detection in online social networks by feature selection and ensemble classification techniques.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Deep learning and natural language processing in computation for offensive language detection in online social networks by feature selection and ensemble classification techniques

Reference 20

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raw_fallback, observed 2026-08-07T11:22:54.817272Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.277368Z digest=sha256:9414547b60055cea6867e516db4abf72f8c2ed2597cde9ac68295d3f08f51a57

Observation 796cc6fb-5191-4e7f-9023-64d5fd26aad7 · outbound

This paper cites Detecting offensive language based on graph attention networks and fusion features.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Detecting offensive language based on graph attention networks and fusion features

Reference 21

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verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.805453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.342344Z digest=sha256:ff9787cec2f39c7536cb6d867ffb02316943336775bbef07a260ffee0fdf43cf

Observation 2f62387c-a953-47b1-b9cf-3b13df719d89 · outbound

This paper cites OSACT4 Shared Task on Offensive Language Detection: Intensive Preprocessing-Based Approach.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection OSACT4 Shared Task on Offensive Language Detection: Intensive Preprocessing-Based Approach

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:22:53.772723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.396276Z digest=sha256:564a39de6ddc630f7245c0242b3c89305d822fe5257e30f6ceb60d21daf853b3

Observation 99ea8642-be49-4222-8c00-3b7e44c12b29 · outbound

This paper cites Leveraging Affective Bidirectional Transformers for Offensive Language Detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Leveraging Affective Bidirectional Transformers for Offensive Language Detection

Reference 23

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:22:53.544858Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.461334Z digest=sha256:bf5c0a5ebf56110255487af854189b3477e8d60a9767cf460c0015e9d0cfa0db

Observation acfd234a-139b-43f1-94c8-80b757f13595 · outbound

This paper cites Arabic offensive language detection with attention-based deep neural networks.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Arabic offensive language detection with attention-based deep neural networks

Reference 24

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raw_fallback, observed 2026-08-07T11:22:54.793323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.518352Z digest=sha256:86d7129774d05919eeeb5f84deea37772dc37d0e8cc9fe795c239edd7a226e4b

Observation 517ea97f-1cb4-4174-8d90-cde493dd5574 · outbound

This paper cites Combining character and word embeddings for the detection of offensive language in arabic.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Combining character and word embeddings for the detection of offensive language in arabic

Reference 25

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raw_fallback, observed 2026-08-07T11:22:54.781184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.578050Z digest=sha256:1e2b38c15dc51f1b7eb208ade0bbe22f35a77da911c3390efd1ad04d4f405c2f

Observation 6d2bd449-7caa-4bc0-8ece-125564e2d51d · outbound

This paper cites Ks@ lth at semeval-2020 task 12: Fine-tuning multi-and monolingual transformer models for offensive language detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Ks@ lth at semeval-2020 task 12: Fine-tuning multi-and monolingual transformer models for offensive language detection

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.769147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.648481Z digest=sha256:d9ea0b752206905f015d24df37da6cf08bdbab42f6d9045bd1760353ed0109b7

Observation a091f153-f69a-4639-a8d3-3bb787a91a6c · outbound

This paper cites KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection KUISAIL at SemEval-2020 Task 12: BERT-CNN for Offensive Speech Identification in Social Media

Reference 27

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no resolver link, observed 2026-08-07T11:22:50.704452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:50.704452Z digest=sha256:56def7ce3b985143844eb082f9faebe93df98827fdbf1e9467c0a5b9c43ba8d5

Observation 07802bb2-3708-4f94-a2be-12dd388f8e97 · outbound

This paper cites SalamNET at SemEval-2020 Task12: Deep Learning Approach for Arabic Offensive Language Detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection SalamNET at SemEval-2020 Task12: Deep Learning Approach for Arabic Offensive Language Detection

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:22:53.341373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.766044Z digest=sha256:e006c9d574ece427921a2f795e30d9f86577b5855cd6d257f394b69553c79f6b

Observation eec4ab6f-cee4-41a4-83b9-75fb662018f5 · outbound

This paper cites SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020).

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)

Reference 29

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no resolver link, observed 2026-08-07T11:22:50.843485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:50.843485Z digest=sha256:071e37e4d4cdd9461887a0c530a6ac9292448b3891d293a1a94bc6e6a908cbed

Observation 15923e9e-9245-4ded-91ca-a90e6f5b9577 · outbound

This paper cites Alt at semeval-2020 task 12: Arabic and english offensive language identification in social media.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Alt at semeval-2020 task 12: Arabic and english offensive language identification in social media

Reference 30

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raw_fallback, observed 2026-08-07T11:22:54.756326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.905058Z digest=sha256:ec1a980feddd07ff82471c553b07ed601200a4de086effb3368eab15526c0a62

Observation add36e24-851e-451a-b5d3-1044e25715b5 · outbound

This paper cites Bhamnlp at semeval-2020 task 12: An ensemble of different word embeddings and emotion transfer learning for arabic offensive language identification in social media.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Bhamnlp at semeval-2020 task 12: An ensemble of different word embeddings and emotion transfer learning for arabic offensive language identification in social media

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.744484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:50.958394Z digest=sha256:ea8f8042d5e3225f8722c60cec6c46fb1f449c4616f536a41f557716e56a8cfa

Observation 03309621-a992-4c66-a353-4f441ff6402d · outbound

This paper cites Upv at the arabic hate speech 2022 shared task: Offensive language and hate speech detection using transformers and ensemble models.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Upv at the arabic hate speech 2022 shared task: Offensive language and hate speech detection using transformers and ensemble models

Reference 32

Resolution
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raw_fallback, observed 2026-08-07T11:22:54.731625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.022452Z digest=sha256:6cbc55fa95f5bae95baf22d6593e84ac8a01bc2cab1531eddd15a9aaf2bccc9f

Observation da89fb0d-1b6b-45f3-a150-7e14b50a891c · outbound

This paper cites Overview of osact5 shared task on arabic offensive language and hate speech detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Overview of osact5 shared task on arabic offensive language and hate speech detection

Reference 33

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raw_fallback, observed 2026-08-07T11:22:54.718994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.078461Z digest=sha256:54d025c410f00eca475e54f80fe8710840047e4e8c81a4cca19ea0e048df3ce6

Observation 5c1b5490-227b-4244-946e-0c54b69c6629 · outbound

This paper cites Guct at arabic hate speech 2022: Towards a better isotropy for hatespeech detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Guct at arabic hate speech 2022: Towards a better isotropy for hatespeech detection

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.706883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.139715Z digest=sha256:30241e47d4efd34f4c1bdc012f70be5d075ff7a6307dc0c8d5e2bd8d4dc39bc3

Observation e5fee2f7-9af6-45fc-9101-f7fe3d5c61a1 · outbound

This paper cites Gof at arabic hate speech 2022: breaking the loss function convention for data-imbalanced arabic offensive text detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Gof at arabic hate speech 2022: breaking the loss function convention for data-imbalanced arabic offensive text detection

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.694124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.210812Z digest=sha256:ea2712e0aab088c1ac1353d9b9b85ae9df576a325d3d47e59c4f315d09628ae9

Observation 543351aa-a8e5-4cb0-9ae5-3ae0085d5e82 · outbound

This paper cites Detection of arabic offensive language in social media using machine learning models.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Detection of arabic offensive language in social media using machine learning models

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.680522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.280831Z digest=sha256:acd9ac5ebd84a2cfb291efabb7863e1b7d6c7bb88c513bda009ae30144db3fc4

Observation 8b86d36a-2057-49bd-af85-62f228a87b14 · outbound

This paper cites Latent multi-task architecture learning.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Latent multi-task architecture learning

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.667622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.335504Z digest=sha256:38cbf8f399f70236c4afc4c2c475e797bf8310febd8813a001efbb9f0bde7477

Observation d01dcd6b-c0b9-48f1-93d0-e47ee9258925 · outbound

This paper cites Multi-Task Learning with Deep Neural Networks: A Survey.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Multi-Task Learning with Deep Neural Networks: A Survey

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-07T11:22:51.393590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:51.393590Z digest=sha256:be784a8bec06203c9216e8373c8be8da2775e2846b154e56f162a708b9c06bd5

Observation 207bb134-6f27-40ff-b7cd-981d907c8643 · outbound

This paper cites Exploring multi-task multi-lingual learning of transformer models for hate speech and offensive speech identification in social media.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Exploring multi-task multi-lingual learning of transformer models for hate speech and offensive speech identification in social media

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.655757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.446124Z digest=sha256:50dac6b58e109fdc61c1e67a9e2fe24b6aa19423248007cef8cdd75348137886

Observation 2b1a7ae9-5f96-442d-9489-c9fee7e85074 · outbound

This paper cites Overview of the hasoc track at fire 2019: Hate speech and offensive content identification in indo-european languages.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Overview of the hasoc track at fire 2019: Hate speech and offensive content identification in indo-european languages

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.643145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.535116Z digest=sha256:1ecb38d21132a2ac5ac4f83816746b7802f5fc67dfcbb1ccffabd38db36f5731

Observation 96ce91cd-e80e-46ac-bb03-4133cedd9087 · outbound

This paper cites Multi-task learning in under-resourced dravidian languages.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Multi-task learning in under-resourced dravidian languages

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.630233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.588842Z digest=sha256:f1705f13f6f423aa8e79b9105e521313ea4f4c6218abc342c25bf81a631385bd

Observation e2fe8c88-31aa-455e-a06f-5d661ceb285b · outbound

This paper cites Integrating implicit and explicit linguistic phenomena via multi-task learning for offensive language detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Integrating implicit and explicit linguistic phenomena via multi-task learning for offensive language detection

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.617944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.649120Z digest=sha256:d88628757a2fb769bacded7fcb941433b2515bc69e4f70233d5d03de481d4696

Observation 85bc941c-bf71-4bca-a395-28de673babc7 · outbound

This paper cites Offensive language identification with multi-task learning.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Offensive language identification with multi-task learning

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.605526Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.700651Z digest=sha256:4f8a5a2cf4fca326a28328e73a12e10769de060ca8dc247de968965a2cb6db3f

Observation 274a8e6c-5281-48eb-9331-508f8c260d42 · outbound

This paper cites Multi-task learning using arabert for offensive language detection.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Multi-task learning using arabert for offensive language detection

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.592732Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.737353Z digest=sha256:ecd0c683ac9c0127e14f4509643b6aef498ef85926c9590171b3a4fa7c96321f

Observation 0d724e13-469e-4ad9-8a50-1075f924ca21 · outbound

This paper cites icompass at arabic hate speech 2022: Detect hate speech using qrnn and transformers.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection icompass at arabic hate speech 2022: Detect hate speech using qrnn and transformers

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.580288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.832545Z digest=sha256:610be6d1db0dd35ca6f3d08201c8acafb807b4c6443de9ad806e300c750414fa

Observation d92c296b-2434-4029-b724-f8e3b4afdeba · outbound

This paper cites AlexU-AIC at Arabic Hate Speech 2022: Contrast to Classify.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection AlexU-AIC at Arabic Hate Speech 2022: Contrast to Classify

Reference 46

Resolution
verified exact
local_arxiv, observed 2026-08-07T11:22:53.103767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:51.903419Z digest=sha256:70ca4933c99b21e1029cdbc54bdd2b4944dd75fe56793ad6164befc7ef3f2f06

Observation a46af4f6-f781-4da1-8217-1a0626aa261e · outbound

This paper cites Emojis as anchors to detect arabic offensive language and hate speech.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Emojis as anchors to detect arabic offensive language and hate speech

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.567429Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.045142Z digest=sha256:16adc696700c018db72880353f14ef080bff2d1a2ff85401138e9f84a662201c

Observation 76aa7d83-dbae-4086-a3af-4a95a31cb9fc · outbound

This paper cites AraBERT: Transformer-based Model for Arabic Language Understanding.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection AraBERT: Transformer-based Model for Arabic Language Understanding

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T11:22:52.164588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:22:52.164588Z digest=sha256:50e9c81a7aa471ce0837de54827676d84da052cf5a7d86aedad1fb39c66c48e9

Observation 3749ffac-b160-4f2d-8559-9b797c6a28d8 · outbound

This paper cites Fine-grained sentiment analysis of arabic covid-19 tweets using bert-based transformers and dynamically weighted loss function.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Fine-grained sentiment analysis of arabic covid-19 tweets using bert-based transformers and dynamically weighted loss function

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.554938Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.246992Z digest=sha256:e6037ea952263d01b0a4c92fb2d355968d027e3e867eed34a53c1851effc5494

Observation 7d280aa7-2908-42ce-8539-6c5f800158a0 · outbound

This paper cites Deep bayesian active learning for natural language processing: Results of a large-scale empirical study.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Deep bayesian active learning for natural language processing: Results of a large-scale empirical study

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.541537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.333578Z digest=sha256:121eb1b5e5ca3e7f5b349c7a8729b42ce46acf0da4973d04ed06b259fa8e0105

Observation 5413f5f9-067b-4024-81e9-b9e92ddc04ab · outbound

This paper cites Active learning using adaptable task-based prioritisation.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Active learning using adaptable task-based prioritisation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.528262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.430021Z digest=sha256:0304dc553c23a84b1a9edc859e4580e6145942bad5da7aca2e5a3804d4147c49

Observation 301a9477-841b-45b9-b409-a6ae1821ad25 · outbound

This paper cites Active learning and crowdsourcing for machine translation in low resource scenarios.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Active learning and crowdsourcing for machine translation in low resource scenarios

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.513855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.579297Z digest=sha256:09711706fffe0975f12e7b68e1881f3b17eeb5c8bac9550cd9d923702be41015

Observation f079a20a-5764-427f-829c-bfd310ce8e51 · outbound

This paper cites How to measure uncertainty in uncertainty sampling for active learning.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection How to measure uncertainty in uncertainty sampling for active learning

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.328554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.696347Z digest=sha256:cbeaecea5dcf4cb20346f569621c663bd9a0a299f579715e40363a319d0e646c

Observation ef8b5e64-68d7-4a6c-b92e-b210a76c5b10 · outbound

This paper cites Enhancing stance detection through sequential weighted multi-task learning.

Multi-task Learning with Active Learning for Arabic Offensive Speech Detection Enhancing stance detection through sequential weighted multi-task learning

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T11:22:54.145352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T11:22:52.834767Z digest=sha256:be5d48c5d80b1eee2fbe42b2cbdb3b50f79734e905dd22e63b4495f78cd0ca85

Pith citing papers

No inbound Pith citation observations are available.