Paper Citation Record · LEDGER

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications

As of 20 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2607.23326.

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

pith.paper-citation-record.v1
2607.23326 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-31T23:46:45.600588Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+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

29 of 29 outbound references displayed

verified exact0
verified fuzzy0
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2bdb2cdc-1f2f-4c58-8544-5b6611970429 · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.117488Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2293aaea-447a-47de-974e-6ba5c2980da1 · outbound

This paper cites Ministral 3.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Ministral 3

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.221494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c21e22-f492-4a4d-8a25-64c94ef2cf74 · outbound

This paper cites 2025 , doi =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications 2025 , doi =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.339726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9428b078-bab6-480e-b424-551ffd8c5cc8 · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.453251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6787ef3f-847d-4a0b-834e-507072551eae · outbound

This paper cites and Stoica, Ion , booktitle =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications and Stoica, Ion , booktitle =

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.569985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa08edce-feac-4156-8f30-524a2f928608 · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.685374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0a6f83a-dc18-4b12-baa6-97535461f72d · outbound

This paper cites Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop , pages =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop , pages =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.779859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5ba7cc5-f3be-4a63-ad62-12a4553a8df4 · outbound

This paper cites 2024 , eprint=.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications 2024 , eprint=

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:42.896251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ee391b6-182c-4b06-a92e-6f73f545c75f · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.008865Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bba0f946-ad96-43c0-87ed-7aa0401a13e5 · outbound

This paper cites Frontiers of Computer Science , volume =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Frontiers of Computer Science , volume =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.152386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5acd4d89-161b-4ee2-94b7-9337eac7d86a · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Advances in Neural Information Processing Systems , volume =

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.307128Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 680b20bd-4b08-4d7c-8038-04045f38bf02 · outbound

This paper cites Science China Technological Sciences , volume =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Science China Technological Sciences , volume =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.471007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 545489cc-d2b0-4118-afea-3441b46a9e1b · outbound

This paper cites Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.590585Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4001394-7ca1-4349-aeb7-e08ad88af288 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Proceedings of the AAAI Conference on Artificial Intelligence , volume =

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.743327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a69ba287-b963-4c08-939c-7663667208ca · outbound

This paper cites 2023 , address =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications 2023 , address =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.878975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c3e11fa-6ae0-4dce-9f33-64a9238dbf75 · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:43.971270Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 632f27ff-7526-4faa-a505-f442df56c98a · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Transactions of the Association for Computational Linguistics , volume =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.092198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cb6b472-5258-4af8-89f2-7c1cc10d8e95 · outbound

This paper cites , booktitle =.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications , booktitle =

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.211400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d447fb10-4763-4f09-a8e7-a27199c3d7f7 · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.323606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e238d02-3eaa-4ac6-b6bb-fc115f8ff638 · outbound

This paper cites Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.441058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de14320d-c54e-4a1b-8a1e-f8e99f319cd3 · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.548274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97ab30ed-fb65-45c2-b74e-9b32d8001f72 · outbound

This paper cites SLURP : A Spoken Language Understanding Resource Package.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications SLURP : A Spoken Language Understanding Resource Package

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.664034Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6af6fbde-3e1e-406b-a5ae-8a0db2f8349a · outbound

This paper cites an unresolved cited work.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.775429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d1d22fc-3de4-4036-9f75-c4933bd313e8 · outbound

This paper cites and Godfrey, John J.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications and Godfrey, John J

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:44.892418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32f99e6e-6825-499b-abef-c357a2ca0052 · outbound

This paper cites An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications An Approach to Build Zero-Shot Slot-Filling System for Industry-Grade Conversational Assistants

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:45.057531Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b615acc-f2d0-42dd-b3ae-ee74ac1d514e · outbound

This paper cites Zero-shot slot filling in the age of.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Zero-shot slot filling in the age of

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:45.164946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b511bac3-8fe3-432a-9412-e19c7ea8d10b · outbound

This paper cites Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:45.276714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a523e20f-6274-4de1-a683-f4853d949242 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications gpt-oss-120b & gpt-oss-20b Model Card

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:45.441871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1512c875-d034-4309-abf1-0e620c624198 · outbound

This paper cites Qwen3 Technical Report.

ESF-Bench: Benchmarking Challenging Slot-Filling Scenarios for Real-World Enterprise Applications Qwen3 Technical Report

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-31T23:46:45.600588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.