Paper Citation Record · LEDGER

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories

As of 10 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2502.13149.

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

pith.paper-citation-record.v1
2502.13149 v3

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T12:28:29.044294Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

22 of 22 outbound references displayed

verified exact1
verified fuzzy0
unresolved21
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 37c1b1dc-b0a7-458c-9bc1-802ceee58187 · outbound

This paper cites online" 'onlinestring :=.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.883472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db440bfa-252b-43d1-80a8-b4712e5f6143 · outbound

This paper cites write newline.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.943578Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ba53db3-5791-4dff-8a6e-9cbacad7a1a3 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.985381Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 056652fb-b620-4e0f-a6d3-41fec19f2d7a · outbound

This paper cites Identifying User Goals from UI Trajectories.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Identifying User Goals from UI Trajectories

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.988705Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1f91e33-b84d-4f2a-95ff-5ec2feb8243c · outbound

This paper cites A large annotated corpus for learning natural language inference.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories A large annotated corpus for learning natural language inference

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.992100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e0ec86b-7c26-471b-bcd1-e37fa7bfea9f · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.995782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 352acc78-536e-40da-83f2-6cf473f41ab6 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:28.999113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6580f59a-aa14-48af-bc32-9505b7996431 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.564017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8bb53c25-d0c7-4456-aa31-f1fc306e4500 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.554128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b4a1d498-574d-44aa-b0fd-a20e79df2cd9 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.009777Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 510f86fd-e09c-4dcb-9c08-609f8e2d3508 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.544463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 5e9b73ca-785c-4bf3-bebc-3220202e0e82 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.534783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 701f6ed5-d5d3-499c-9ea3-3876a1dfcb74 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.525037Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 77d7ef01-ff60-4010-92e0-39dc6c779ad1 · outbound

This paper cites FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text Generation

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.021535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e85e9638-e08f-41c5-8ea1-24743a1f8643 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.454796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e6131dc8-d975-43c3-b5a7-f87b7f0ad8f5 · outbound

This paper cites Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.027621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86e56870-4c4d-479f-b763-c44e47bf0344 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.030838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 271e61f5-4a1e-4f17-9ede-efa35baf4538 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.033501Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ed12d9-e507-41fd-aa11-126f06c07c20 · outbound

This paper cites OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.035904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e09154ec-14de-46b0-b718-309b12a18300 · outbound

This paper cites an unresolved cited work.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T12:28:29.287828Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation d30932ad-6df6-40d4-9ead-ec7070716253 · outbound

This paper cites Aria-UI: Visual Grounding for GUI Instructions.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories Aria-UI: Visual Grounding for GUI Instructions

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T12:28:29.041564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d889574-5a61-4ab4-babf-badd922422bc · outbound

This paper cites SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation.

Bi-Fact: A Bidirectional Factorization-based Evaluation of Intent Extraction from UI Trajectories SummAct: Uncovering User Intentions Through Interactive Behaviour Summarisation

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-08-08T12:28:29.128979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.