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Paper Citation Record · LEDGER

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection

As of 12 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 0 inbound Pith citation observations for arXiv:2412.12761.

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

pith.paper-citation-record.v1
2412.12761 v2

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:49:59.268769Z

measured 18 of 18 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

18 of 18 outbound references displayed

  • verified exact4
  • verified fuzzy9
  • unresolved3
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5baf9d55-227f-45c0-84b3-0a2436bcf57f · outbound

This paper cites @flypigmk uski g**d mein dum hai.. agar kisi aur ke g**d mein nahi hai to uske baap ka kya jaat hai... #sarcasm with #g**d.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection @flypigmk uski g**d mein dum hai.. agar kisi aur ke g**d mein nahi hai to uske baap ka kya jaat hai... #sarcasm with #g**d

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.583511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.244325Z digest=sha256:c0993af8af0ed17c4a2233208b105ddc20a06787b72c453ea9004c4a252b6102

Observation ae2a8bc9-4021-4822-beea-76f4a43a8309 · outbound

This paper cites Sir @arvindkejriwal AAP karen to chamatkaar, BJP kare to balatkaar.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Sir @arvindkejriwal AAP karen to chamatkaar, BJP kare to balatkaar

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.568605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.249609Z digest=sha256:59c14ed85a912ee6c6bff996144bafab2d0630201f32a0c9c14160d32bf15b3b

Observation c79c00c8-81c4-4424-8aae-5083a0420ddb · outbound

This paper cites A Survey of Code-switched Speech and Language Processing.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection A Survey of Code-switched Speech and Language Processing

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:49:59.373250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.199916Z digest=sha256:7708de6e27393fab6024ee616645230805d528b60ffdb92e9f06bb61e9677080

Observation cd41da4b-ed94-469f-acfd-458043bf521a · outbound

This paper cites A Corpus of English-Hindi Code-Mixed Tweets for Sarcasm Detection.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection A Corpus of English-Hindi Code-Mixed Tweets for Sarcasm Detection

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:49:59.347813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.204824Z digest=sha256:2d23ffb802e65b9ef16b88f729ab83e7ca5fb8c0738a7b4d53fc05f0caf3ad8f

Observation 8e8cd0fb-d93b-42e4-996e-fce29b5faa30 · outbound

This paper cites Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on Reddit.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on Reddit

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:49:59.314954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.215931Z digest=sha256:1a361c2e767577fb797bb0301d30819ff5fd15efed24dbba1e9836e031b37ff2

Observation 56945d6f-6751-4dcf-afc8-4ba100933771 · outbound

This paper cites Later on, deep learning-based approaches gained pace and demonstrated promising results.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Later on, deep learning-based approaches gained pace and demonstrated promising results

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.656324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.221133Z digest=sha256:6fca82365c00eb58d8c671117dedbb924319391bf3079ff0dd38e39152773f3c

Observation d6f92844-8545-498d-a0bd-67507ad5fe51 · outbound

This paper cites Is the intention of this text to be humorous?.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Is the intention of this text to be humorous?

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.599016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.239172Z digest=sha256:feb5cf98b80112097762e1cdd03098b3c8181287673018a36d7ed122a9761475

Observation f4dba055-835f-4f9a-b4cc-c69152a8ee79 · outbound

This paper cites an unresolved cited work.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:49:59.543523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.254853Z digest=sha256:31c56bef212d0d1ac29bd5d1c11be6405ad1485eda022fefe32e369ffd641396

Observation dd8e6c7f-d13f-4c56-aed3-66ce718a2429 · outbound

This paper cites Their phones have been blowing006 up.007 Hindi T ranslation: जब से सैमसंग क े बारे में008 खबर सामने आई ह ै.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Their phones have been blowing006 up.007 Hindi T ranslation: जब से सैमसंग क े बारे में008 खबर सामने आई ह ै

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.522761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.259662Z digest=sha256:69a24c4016401e519df9a70b238ebb89c78d544b2d3b530bc0dc6362ec5b766c

Observation 5825bbf7-6e86-4c1f-84c7-ad4dfbf842bb · outbound

This paper cites You’re never going to have a white011 boyfriend, are you Jess? Nah, don’t think012 so.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection You’re never going to have a white011 boyfriend, are you Jess? Nah, don’t think012 so

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.501549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.264345Z digest=sha256:de3a66ea924a68d4fbb089d4b96c09331b27af3b9ace174258dc310ed87c800f

Observation 02e261e6-75d7-4cad-a818-fd5950708496 · outbound

This paper cites an unresolved cited work.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Unresolved cited work

Reference 18

Resolution
malformed identifier
raw_fallback, observed 2026-08-11T13:49:59.481133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.268769Z digest=sha256:5276d133e3c1b2f309f020929bd6832325e2c6e97d5bf564b98e50426aea872c

Observation 92260eb3-7cbd-461c-8746-1f1a66293101 · outbound

This paper cites What’s the tallest building in your city? the library, because it has the most stories.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection What’s the tallest building in your city? the library, because it has the most stories

Reference 2005

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.628479Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.230670Z digest=sha256:46067985de751ce8d21d2a375dba6e65a30ed2794924c75201ca00a710edd7b3

Observation 8a803f0c-6408-4c8f-971b-0ec04b51ba62 · outbound

This paper cites G Richard Tucker.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection G Richard Tucker

Reference 2010

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.671674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.210632Z digest=sha256:8e998a7e3419b5d80a18ea97d9502cb07146f7b132668ffbfc188c0b468fd6f3

Observation 7feca0e3-254d-4ec7-b4d6-d8d02099b2eb · outbound

This paper cites The non-humorous samples were scraped from APnews, theNewYorkTimes, Yahoo! An- swer and Proverb websites.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection The non-humorous samples were scraped from APnews, theNewYorkTimes, Yahoo! An- swer and Proverb websites

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T13:49:59.615726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.234910Z digest=sha256:ccd6d8b11998f4a96a3765fe04503c130e899fd44ab77c409f24fd08fb226371

Observation 03f4583b-e368-4990-8537-02d5f970805d · outbound

This paper cites The Llama 3 Herd of Models.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection The Llama 3 Herd of Models

Reference 2018

Resolution
unresolved
no resolver link, observed 2026-08-11T13:49:59.183775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T13:49:59.183775Z digest=sha256:92f2543a543e4e14fc49a7651b65adc40af126df979da64bb44b00dc32cf9fa5

Observation b1f3da4f-3a9b-4dcf-bf8f-7f6415c1771a · outbound

This paper cites an unresolved cited work.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Unresolved cited work

Reference 2021

Resolution
unresolved
raw_fallback, observed 2026-08-11T13:49:59.642288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.225869Z digest=sha256:57789d4e4b90139ff6773ca70b72195525ef80e2224a07382b4b610c2e9bf6bf

Observation e1f8fa4d-640d-482a-b3ed-c4f8d3ae3c73 · outbound

This paper cites How Effective is Incongruity? Implications for Code-mix Sarcasm Detection.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection How Effective is Incongruity? Implications for Code-mix Sarcasm Detection

Reference 2022

Resolution
verified exact
local_arxiv, observed 2026-08-11T13:49:59.395459Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.195059Z digest=sha256:c2b8ed1d3deddb9abf6ff3de8639aebaf1a43425982e10cd9132f690bf7056a6

Observation 8c86eb1d-8367-4585-8303-4ddf2b8a937a · outbound

This paper cites Improving code-mixed hate detection by native sample mixing: A case study for Hindi-English code-mixed scenario.

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection Improving code-mixed hate detection by native sample mixing: A case study for Hindi-English code-mixed scenario

Reference 2023

Resolution
metadata mismatch
local_arxiv, observed 2026-08-11T13:49:59.415075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-11T13:49:59.190036Z digest=sha256:9971529960a00efae57a71d67d0fc75abc1401a4c990d0d14cd63f5104ae74bb

Pith citing papers

No inbound Pith citation observations are available.