Paper Citation Record · LEDGER

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

As of 15 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 5 inbound Pith citation observations for arXiv:2412.01007.

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

pith.paper-citation-record.v1
2412.01007 v3

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T04:49:20.716737Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T17:24:31.574171Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-19T11:53:03.444495Z

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy4
unresolved19
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fca532d8-17ee-4804-99a3-b813a0096ecf · outbound

This paper cites GraphCodeBERT: Pre-training Code Representations with Data Flow.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking GraphCodeBERT: Pre-training Code Representations with Data Flow

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.632761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70ac4eaa-dde5-4546-8714-8ddab65858a0 · outbound

This paper cites Qwen2.5-Coder Technical Report.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Qwen2.5-Coder Technical Report

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.638161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63754435-80c6-4dfb-a5e8-2ddcde4108ed · outbound

This paper cites CodeSearchNet Challenge: Evaluating the State of Semantic Code Search.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking CodeSearchNet Challenge: Evaluating the State of Semantic Code Search

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.642236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb602f44-d198-413e-8bb8-ac929ce7f485 · outbound

This paper cites Neural Re-ranking in Multi-stage Recommender Systems: A Review.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Neural Re-ranking in Multi-stage Recommender Systems: A Review

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.651102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eed6768-982d-40b5-843f-a80bc093daf1 · outbound

This paper cites Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Arctic-Embed: Scalable, Efficient, and Accurate Text Embedding Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.659238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 389093d5-9ce0-4eff-be99-87006eb64d34 · outbound

This paper cites NV-Retriever: Improving text embedding models with effective hard-negative mining.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking NV-Retriever: Improving text embedding models with effective hard-negative mining

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.663007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e306239-1a68-4779-b917-935eea7b893b · outbound

This paper cites FIRST: Faster Improved Listwise Reranking with Single Token Decoding.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking FIRST: Faster Improved Listwise Reranking with Single Token Decoding

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.677461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b504435-1c21-42c4-8e2e-822a6d1bbc8f · outbound

This paper cites Sentence-BERT: Sentence embeddings using Siamese BERT- networks.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Sentence-BERT: Sentence embeddings using Siamese BERT- networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:20.953071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d88edc89-b17d-4af5-a552-be08c53b04e0 · outbound

This paper cites doi: 10.18653/v1/D19-1410.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking doi: 10.18653/v1/D19-1410

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.686111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad59603-6282-4973-bf35-d735579fbe33 · outbound

This paper cites Is the watermarking of llm-generated code robust?,.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Is the watermarking of llm-generated code robust?,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:20.941162Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 44e4fb9f-288a-46f9-9a7f-eb450bc0ab99 · outbound

This paper cites Is The Watermarking Of LLM-Generated Code Robust?.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Is The Watermarking Of LLM-Generated Code Robust?

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.694725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e91f5b28-7106-4bab-91db-e50751215388 · outbound

This paper cites IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking IterGen: Iterative Semantic-aware Structured LLM Generation with Backtracking

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.699581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8db35987-9e37-4705-84c8-c7300dc55490 · outbound

This paper cites Improving Text Embeddings with Large Language Models.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Improving Text Embeddings with Large Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.704122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 043e1c6a-5099-490b-b987-30d3fba733ce · outbound

This paper cites Qwen2 Technical Report.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Qwen2 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.708097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1af9a998-17a3-4158-8c98-6ef0b5708cd9 · outbound

This paper cites Hotpotqa: A dataset for diverse, explainable multi-hop question answering.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Hotpotqa: A dataset for diverse, explainable multi-hop question answering

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.712512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc107f77-85f3-4c5e-be52-ee8670b268dd · outbound

This paper cites Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Beyond Yes and No: Improving Zero-Shot LLM Rankers via Scoring Fine-Grained Relevance Labels

Reference 24

Resolution: malformed identifier; no resolver link, observed 2026-08-12T04:49:20.716737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77191967-4838-4c52-a04c-446aea085d35 · outbound

This paper cites Codegen: An open large language model for code with multi-turn program synthesis.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Codegen: An open large language model for code with multi-turn program synthesis

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:20.965494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0327307a-dcc4-4eb7-b271-24a12940d2a2 · outbound

This paper cites RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.670025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14b0a13-6a84-4694-8fec-847b49f3098b · outbound

This paper cites CoIR: A Comprehensive Benchmark for Code Information Retrieval Models.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking CoIR: A Comprehensive Benchmark for Code Information Retrieval Models

Reference 2019

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.646693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a424d03b-296c-4c20-9eac-8628584793f5 · outbound

This paper cites LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking LLM4Rerank: LLM-based Auto-Reranking Framework for Recommendations

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.624395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3abf76f2-0f01-479e-80c8-f4eaf81fdc27 · outbound

This paper cites StarCoder 2 and The Stack v2: The Next Generation.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking StarCoder 2 and The Stack v2: The Next Generation

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.655432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a305c39-9d48-4761-88c0-565d587e4bd1 · outbound

This paper cites Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Large Language Models are Effective Text Rankers with Pairwise Ranking Prompting

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.673733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a39574cb-241a-4d38-b302-cd7b3792e855 · outbound

This paper cites Jina embeddings: A novel set of high-performance sentence embedding models.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking Jina embeddings: A novel set of high-performance sentence embedding models

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T04:49:20.977760Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation c9910d0e-0093-4357-b46a-957b16a3c29d · outbound

This paper cites CRANE: Reasoning with constrained LLM generation.

CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking CRANE: Reasoning with constrained LLM generation

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-12T04:49:20.619870Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b05bdbc8-9e9d-4504-8198-896f6164265d · inbound

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval cites this paper.

CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T17:24:31.574171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58c93124-c2d4-4177-bda5-3bcaa428773b · inbound

CRANE: Reasoning with constrained LLM generation cites this paper.

CRANE: Reasoning with constrained LLM generation CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

Reference 7

Resolution: malformed identifier; no resolver link, observed 2026-08-07T22:51:13.008690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c638953-d85a-4862-8669-423cd8dec2e0 · inbound

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation cites this paper.

Across Programming Language Silos: A Study on Cross-Lingual Retrieval-augmented Code Generation CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

Reference 47

Resolution: verified exact; arxiv_id, observed 2026-05-19T11:53:03.446660Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5cbe928f-336b-4ab3-bd23-e1c6717cafc6 · inbound

Identifier-Free Code Embedding Models for Scalable Search cites this paper.

Identifier-Free Code Embedding Models for Scalable Search CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-09T06:50:39.590882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91339594-ee4f-45de-b217-42d489482a1b · inbound

IssueExec: A Test-Driven Approach for Localizing Software Engineering Issues cites this paper.

IssueExec: A Test-Driven Approach for Localizing Software Engineering Issues CoRNStack: High-Quality Contrastive Data for Better Code Retrieval and Reranking

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T18:36:16.838613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.