Paper Citation Record · LEDGER

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking

As of 14 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 0 inbound Pith citation observations for arXiv:2608.09650.

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

pith.paper-citation-record.v1
2608.09650 v1

Coverage vector

measured 11 of 11 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:28:46.163450Z

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+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

11 of 11 outbound references displayed

verified exact0
verified fuzzy9
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a3959169-54d5-49b4-b57f-141e1fe0bd37 · outbound

This paper cites and Yeganova, Lana and Wilbur, W.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking and Yeganova, Lana and Wilbur, W

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.414590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6981920e-8c74-481d-8a84-3627f5cf60a9 · outbound

This paper cites Proceedings of the 2nd Clinical Natural Language Processing Workshop , pages =.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 2nd Clinical Natural Language Processing Workshop , pages =

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.400395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d989d8f2-ccbd-4715-b730-b8c94f07776e · outbound

This paper cites Proceedings of the 2019 Conference of the North.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 2019 Conference of the North

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.384642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 33c92eec-4eb2-415c-9f6f-315c5ed795a0 · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing (

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.369273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation e0607a2c-2477-4dd7-a0f5-a7c25220056a · outbound

This paper cites Zero-Shot Listwise Document Reranking with a Large Language Model.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Zero-Shot Listwise Document Reranking with a Large Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T13:28:46.135097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ed0dbe-9952-4df1-acf0-13a209af53e6 · outbound

This paper cites Proceedings of the 47th European Conference on Information Retrieval (.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 47th European Conference on Information Retrieval (

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.352262Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 12e7c1ec-d71d-4cad-9af1-1378d72d0214 · outbound

This paper cites Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T13:28:46.144756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8760c74b-481f-41eb-908b-a74dd71e95ad · outbound

This paper cites Proceedings of the 27th.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 27th

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.336522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 0dd9b0b6-c80d-4667-a02e-1e2fafcd8370 · outbound

This paper cites Proceedings of the 24th International Conference on Machine Learning (.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 24th International Conference on Machine Learning (

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.312868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 8f576d15-e71f-42cd-b1df-57cdadd20d8f · outbound

This paper cites Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Proceedings of the 30th Conference on Uncertainty in Artificial Intelligence (

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.253757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a7194a99-afc6-4bca-bcb8-420bf2720ce6 · outbound

This paper cites Advances in Neural Information Processing Systems 22 (.

Listwise Cross-Encoder Fine-Tuning vs. Agentic Instruction Tuning for LLM Rerankers: A Systematic Study in Medical Procedure Reranking Advances in Neural Information Processing Systems 22 (

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T13:28:46.228261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Pith citing papers

No inbound Pith citation observations are available.