Paper Citation Record · LEDGER

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts

As of 18 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2505.05063.

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

pith.paper-citation-record.v1
2505.05063 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:18:35.704016Z

measured 25 of 25 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

25 of 25 outbound references displayed

verified exact0
verified fuzzy16
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation deacab77-8d21-4d2d-8de8-97ac932730e8 · outbound

This paper cites Program Synthesis with Large Language Models.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Program Synthesis with Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.249573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46580f22-0eac-43e2-8f2b-6f3677b6dc70 · outbound

This paper cites i am borrowing ya mixing?.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts i am borrowing ya mixing?

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.550112Z

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.

Observation deddd272-a4f5-4c47-9b5c-c9ef2d0d3901 · outbound

This paper cites Phog: Probabilistic model for code generation.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Phog: Probabilistic model for code generation

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.509484Z

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.

Observation 21852ec5-62ee-47d4-be96-db1984db72a0 · outbound

This paper cites Classification of code-mixed text using capsule networks.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Classification of code-mixed text using capsule networks

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.405677Z

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.

Observation 579c3317-9f18-4cb3-93c0-c6d139d82f01 · outbound

This paper cites Evaluating Large Language Models Trained on Code.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Evaluating Large Language Models Trained on Code

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.350319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6b2fd87-52be-4d7b-b620-7955a6c31056 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.354863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb97ed91-16b4-4328-917c-c0c5e2f4bf58 · outbound

This paper cites Mipe: A metric independent pipeline for effective code-mixed nlg evaluation.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Mipe: A metric independent pipeline for effective code-mixed nlg evaluation

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.383219Z

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.

Observation bd49260b-b5db-40a1-8692-120a94d61b24 · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.455170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7945a1a2-e56a-4b00-9335-94f4fe603128 · outbound

This paper cites Multilingual Controlled Generation And Gold-Standard-Agnostic Evaluation of Code-Mixed Sentences.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Multilingual Controlled Generation And Gold-Standard-Agnostic Evaluation of Code-Mixed Sentences

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.516306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a3f0f0e-6c1a-4809-a439-81d1af668cda · outbound

This paper cites Measuring coding competence with apps.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Measuring coding competence with apps

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.371721Z

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.

Observation 8b755cbe-4d94-49fe-9a83-c0bbfeee2452 · outbound

This paper cites OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.525371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db7399f3-104d-4068-b8df-8fec8ea16e85 · outbound

This paper cites Qwen2.5-Coder Technical Report.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Qwen2.5-Coder Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.530570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfc7534e-3e48-4727-a268-0b587693ed24 · outbound

This paper cites Xcodeeval: An execution-based large scale multilingual multitask benchmark for code understanding, generation, translation and retrieval.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Xcodeeval: An execution-based large scale multilingual multitask benchmark for code understanding, generation, translation and retrieval

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.358665Z

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.

Observation d1ba9b2e-80e2-46d4-b681-1eac09b371eb · outbound

This paper cites Starcoder: May the source be with you! Transactions on Machine Learning Research, 2023.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Starcoder: May the source be with you! Transactions on Machine Learning Research, 2023

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.287324Z

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.

Observation e0f9c429-54c4-43cc-ab5c-cb50e0ccb30e · outbound

This paper cites Competition-Level Code Generation with AlphaCode.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Competition-Level Code Generation with AlphaCode

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.558304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee3af78b-dafd-4990-86a1-f1c754a9734c · outbound

This paper cites Social Motivations for Codeswitching: Evidence from Africa.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Social Motivations for Codeswitching: Evidence from Africa

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.182343Z

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.

Observation 719e9503-0e78-4627-a6de-d9aa743dbc84 · outbound

This paper cites L 3 C ube- H ing C orpus and H ing BERT : A code mixed H indi- E nglish dataset and BERT language models.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts L 3 C ube- H ing C orpus and H ing BERT : A code mixed H indi- E nglish dataset and BERT language models

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.169809Z

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.

Observation 9c098994-e277-4348-8978-083009bc0613 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Bleu: a method for automatic evaluation of machine translation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.156782Z

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.

Observation 1276fdf1-b787-4fa1-80ef-33f553aa67f1 · outbound

This paper cites Sentiment analysis of code-mixed text: A comprehensive review.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Sentiment analysis of code-mixed text: A comprehensive review

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.098132Z

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.

Observation ce573e0f-2027-44c2-92f7-7d0548af6017 · outbound

This paper cites Code Llama: Open Foundation Models for Code.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Code Llama: Open Foundation Models for Code

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T23:18:35.639926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b766b0f7-d1bb-47a9-85f5-462ab6d0a138 · outbound

This paper cites Learning to predict code-switching points.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Learning to predict code-switching points

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.028558Z

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.

Observation 8aa3407d-a41b-4cf8-80a8-59a816ac0b4d · outbound

This paper cites Feature-rich part-of-speech tagging with a cyclic dependency network.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Feature-rich part-of-speech tagging with a cyclic dependency network

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:36.015629Z

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.

Observation 5514d3b7-6fd8-47e3-b988-45232dec1f54 · outbound

This paper cites Adapting multilingual models for code-mixed translation.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Adapting multilingual models for code-mixed translation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:35.919580Z

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.

Observation 76344f3a-9d8a-47b9-aa9e-9f7c320ea426 · outbound

This paper cites A syntactic neural model for general-purpose code generation.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts A syntactic neural model for general-purpose code generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:35.881327Z

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.

Observation 27270050-9858-4485-9aa9-24bd1e8d33fc · outbound

This paper cites Bigcodebench: Evaluating language models on tool-augmented code generation.

CodeMixBench: Evaluating Large Language Models on Code Generation with Code-Mixed Prompts Bigcodebench: Evaluating language models on tool-augmented code generation

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T23:18:35.868455Z

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.

Pith citing papers

No inbound Pith citation observations are available.