Paper Citation Record · LEDGER

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text

As of 21 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 5 inbound Pith citation observations for arXiv:2506.14012.

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

pith.paper-citation-record.v1
2506.14012 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:28:10.007327Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-01T00:10:08.976588Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T17:07:13.175287Z

Reference resolution

53 of 53 outbound references displayed

verified exact11
verified fuzzy2
unresolved40
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5d5ca292-c8e9-4e76-8cd0-6e183f879e13 · outbound

This paper cites online" 'onlinestring :=.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.200079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25af1026-0d21-4079-bab7-0c788938df3b · outbound

This paper cites write newline.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.242079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c9c0a7b-3798-4a85-b3f4-51dbb463d884 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.777495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 112cd676-aef9-4f3d-bc87-3c9836c639fc · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.766186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0588c72f-0e4e-4b6c-8c4d-2de35f4fc567 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:28:10.637259Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1d8a31b4-d56b-4e9e-9abc-43af9b76335d · outbound

This paper cites The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.509245Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af02e5e7-2fa9-49cb-8b57-8234098eff0b · outbound

This paper cites ALLaM: Large Language Models for Arabic and English.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text ALLaM: Large Language Models for Arabic and English

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.644507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7c0f016-fa98-4d8d-8b6b-244fc0bc8347 · outbound

This paper cites Bullock and Almeida Jacqueline Toribio.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Bullock and Almeida Jacqueline Toribio

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:28:10.756029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d1f9298a-0e76-414f-85a8-d489a811cb02 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.745108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7e43627d-efa5-4e93-b7db-4ec055cc5afd · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.856327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4204cc8-a98b-4634-b64a-bf3e712161ac · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.860624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 094da20e-9f92-40cb-8b4d-aeb1fb040d1f · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.218390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4c25da1e-a591-4aaf-9b00-6af5d5d8368d · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.735050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6eb3c64c-613c-4632-b57a-fe7e9a0a1826 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.871936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc86fe6-2f67-4262-8f0b-78976c8651fb · outbound

This paper cites Seza Do g ru \"o z, Sunayana Sitaram, Barbara E.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Seza Do g ru \"o z, Sunayana Sitaram, Barbara E

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.875695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5af8dcbd-4fef-46ec-a538-0e9ea28821fa · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.879366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f18ac88b-0d92-4556-b8d0-68b3e6a6a36f · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.882423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8bca5f2f-8811-463f-a057-9a367d1e6f6e · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.885612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6689ccb1-6705-4726-a4f8-3a9ae158184f · outbound

This paper cites The Llama 3 Herd of Models.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text The Llama 3 Herd of Models

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.889344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 273e0a10-c4cc-4535-a1c0-848b7c0fb8b3 · outbound

This paper cites The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text The Impact of Syntactic and Semantic Proximity on Machine Translation with Back-Translation

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-08-07T00:28:10.510590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08e5a73e-41f4-4468-9e81-208884e0c12a · outbound

This paper cites Code-Mixer Ya Nahi: Novel Approaches to Measuring Multilingual LLMs' Code-Mixing Capabilities.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Code-Mixer Ya Nahi: Novel Approaches to Measuring Multilingual LLMs' Code-Mixing Capabilities

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.896958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d8f8d5-7b31-47d8-8e31-0d815d8b1a0c · outbound

This paper cites Measuring Massive Multitask Language Understanding.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Measuring Massive Multitask Language Understanding

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.900622Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a56086fc-2afa-4982-8322-e3794dcc61fa · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.904389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0af9d8a7-c566-46cf-944e-92ddc96a95cc · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.723408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation feb49749-71ff-4792-b813-dd3bdf4175aa · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.710887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 98ee667a-5582-475a-9efb-849c9ad56903 · outbound

This paper cites From Human Judgements to Predictive Models: Unravelling Acceptability in Code-Mixed Sentences.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text From Human Judgements to Predictive Models: Unravelling Acceptability in Code-Mixed Sentences

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.913267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 440bc06d-f9f2-4cc8-a18b-ccadc2812591 · outbound

This paper cites Linguistics Theory Meets LLM: Code-Switched Text Generation via Equivalence Constrained Large Language Models.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Linguistics Theory Meets LLM: Code-Switched Text Generation via Equivalence Constrained Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.916455Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c43773fe-cc73-4149-94fc-deb7b5faee42 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 28

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.170192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 153ab5a2-6aaa-4262-8e6a-dcc40109c82b · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 29

Resolution: verified exact; raw_fallback, observed 2026-08-07T00:28:10.373418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 851046a9-8ad2-4f5f-8a17-fea597097ec6 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 30

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.157567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c640cb68-f8b3-44e6-80f2-e383005803ad · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.699291Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 326037fd-2b88-4270-8439-775203fbe473 · outbound

This paper cites Myers-Scotton.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Myers-Scotton

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T00:28:10.688573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation dc6e2fea-ede6-4082-a722-d7a392567ff7 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.677534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61260dcc-8049-41a4-bc9c-118c38c90fae · outbound

This paper cites What talking you?: Translating Code-Mixed Messaging Texts to English.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text What talking you?: Translating Code-Mixed Messaging Texts to English

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.938926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b7133c9-cb6e-42c7-8f22-a3fc6f44ec27 · outbound

This paper cites Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Beyond Metrics: Evaluating LLMs' Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.942196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b715b9bc-13c3-4398-b5dc-8b67408bcd4b · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.949927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94647b7f-a65e-49d5-9997-2c3aa1e08242 · outbound

This paper cites o rn Gamb \.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text o rn Gamb \

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.137743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1498ec62-bb0e-4d4c-8bd9-17bcb9432461 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.126721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8bcb839a-e933-4a8c-b0fd-053cbd324de8 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.666361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f310296-e19d-46ac-b6cb-1bf6df502908 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 40

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.114666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 72a19d2f-dab9-412b-b89e-fcc65cfa1677 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.965992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3338f971-a5b0-4d51-ab8f-c6855d141240 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.969100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abc30e6e-e902-4c5b-a33c-dbb7f49e3efa · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.972150Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53ab8383-1233-49a0-af84-c1d751a35b25 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 44

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.078894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c17b521c-740b-4bae-b2bf-5473cee861bc · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T00:28:10.655852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 441f0c0d-09b2-4747-9dba-a26dd4dd5e94 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.981878Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eef89c16-1dbe-479a-babf-036fee02aff7 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.985646Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94c55033-b21d-4164-b75a-9eae554e833c · outbound

This paper cites Code-mixed Sentiment and Hate-speech Prediction.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Code-mixed Sentiment and Hate-speech Prediction

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.989532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb1689a-22dd-403f-a10b-205b6e54c16a · outbound

This paper cites Qwen3 Technical Report.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Qwen3 Technical Report

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.993156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2278b3d6-6f90-4394-b537-ff0d133fd00c · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:09.996687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cfbfd86-8d40-4f7f-b913-ea0929c91774 · outbound

This paper cites A Survey of Large Language Models.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text A Survey of Large Language Models

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:10.000080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a8c17d6-c5eb-4a69-ae14-e7e2f7434eb7 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T00:28:10.004303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d6a1058-e0a7-414c-80b7-a89e5be80902 · outbound

This paper cites an unresolved cited work.

Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text Unresolved cited work

Reference 53

Resolution: verified exact; doi, observed 2026-08-07T00:28:10.042262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation b2e8d2ae-e22a-4577-8535-249a12594e8b · inbound

Towards Fine-Grained Code-Switch Speech Translation with Semantic Space Alignment cites this paper.

Towards Fine-Grained Code-Switch Speech Translation with Semantic Space Alignment Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:32:13.652899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7202e100-7b0f-41fe-bb4e-d3ed5a2e8a20 · inbound

Code Mixologist : A Practitioner's Guide to Building Code-Mixed LLMs cites this paper.

Code Mixologist : A Practitioner's Guide to Building Code-Mixed LLMs Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T11:50:52.747551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7f58a647-7558-4612-a141-5a0e5778e3d0 · inbound

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities cites this paper.

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text

Reference 24

Resolution: metadata mismatch; arxiv_id, observed 2026-05-09T06:35:40.814125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9a62189-87a6-4cb7-aeb0-45ac1fc49215 · inbound

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities cites this paper.

Position: the Stochastic Parrot in the Coal Mine. Model Collapse is a Threat to Low-Resource Communities Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T00:15:09.328397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ccc66328-a962-4045-9517-140585cf8cb3 · inbound

The Masked Advantage: Uncovering Local-Language Access to Cultural Knowledge in LLMs cites this paper.

The Masked Advantage: Uncovering Local-Language Access to Cultural Knowledge in LLMs Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text

Reference 74

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