Paper Citation Record · LEDGER

FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2403.15246.

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

pith.paper-citation-record.v1
2403.15246 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:40:11.806255Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T11:59:51.164365Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a2a8c6dd-c448-4388-ba5b-ca0af78b8ce2 · inbound

Rank-K: Test-Time Reasoning for Listwise Reranking cites this paper.

Rank-K: Test-Time Reasoning for Listwise Reranking FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T15:40:11.806255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532a484e-892c-43e3-94a7-eb51be1012cb · inbound

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective cites this paper.

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T15:30:16.269135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aeda7097-7765-400d-b5c4-792ead7b4a73 · inbound

Towards Better Instruction Following Retrieval Models cites this paper.

Towards Better Instruction Following Retrieval Models FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T13:35:52.052363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b3461e7-d491-413e-bc13-1508e92d7fc1 · inbound

MIR: Methodology Inspiration Retrieval for Scientific Research Problems cites this paper.

MIR: Methodology Inspiration Retrieval for Scientific Research Problems FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:14:39.876360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca41afe4-0a34-433b-b6eb-1c56253b0417 · inbound

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

Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:46:09.879003Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 94f9f2f5-5b84-464f-bf77-bb012c4100a3 · inbound

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning cites this paper.

Position: Text Embeddings Should Capture Implicit Semantics, Not Just Surface Meaning FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 115

Resolution: unresolved; no resolver link, observed 2026-08-07T05:18:32.412670Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b091e76-d992-4e63-baa7-81296b8fd409 · inbound

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval cites this paper.

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:08:00.879241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3c050c6-79c6-4905-aad9-eb5cb8daa513 · inbound

A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis cites this paper.

A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:23.474755Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33b7270c-3680-4619-92f8-bb5847ce5c8a · inbound

Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval cites this paper.

Beyond Sequential Reranking: Reranker-Guided Search Improves Reasoning Intensive Retrieval FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T22:49:21.839090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d4b7628-ff11-4db3-bec3-7c418b87ce8a · inbound

Hypencoder Revisited: Reproducibility and Analysis of Non-Linear Scoring for First-Stage Retrieval cites this paper.

Hypencoder Revisited: Reproducibility and Analysis of Non-Linear Scoring for First-Stage Retrieval FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:21:25.992995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f8d46ae0-9277-4ce1-8727-400463b17b54 · inbound

HAKARI-Bench: A Lightweight Benchmark for Comparing Retrieval Architectures and Efficiency Settings under Unified Conditions cites this paper.

HAKARI-Bench: A Lightweight Benchmark for Comparing Retrieval Architectures and Efficiency Settings under Unified Conditions FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions

Reference 139

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T11:59:51.166780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.