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Paper Citation Record · LEDGER

IntentGrasp: A Comprehensive Benchmark for Intent Understanding

As of 6 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 1 inbound Pith citation observation for arXiv:2605.06832.

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

pith.paper-citation-record.v1
2605.06832 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-31T01:27:15.779442Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

  • verified exact7
  • verified fuzzy1
  • unresolved0
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch4

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e2af33a5-9a08-45a3-aced-928077d2c55b · outbound

This paper cites doi: 10.18653/v1/2021.acl-long.340.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding doi: 10.18653/v1/2021.acl-long.340

Reference 1

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.331805Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:43184a208bb8f627ae764fcb1e3a90c2d60b5e25215bd87aa7f56cad581bc91c

Observation a7b83f83-a0de-4860-a4ec-e7da69932e33 · outbound

This paper cites Ron Artstein and Massimo Poesio.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Ron Artstein and Massimo Poesio

Reference 2

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.329937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:6adf511817acf57280b124f8b26f4a41a4d201a3e104df88d3f54db76441382b

Observation 5bb10acd-08d2-44d2-b260-3531cfda70db · outbound

This paper cites Evaluating Large Language Models Trained on Code.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Evaluating Large Language Models Trained on Code

Reference 3

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T01:35:51.347427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:01f4bb7e8f11a035bf2714dac006f037ec9148e48d0489c1b4765a3b403dc2e9

Observation 81034724-cde4-4939-8229-4e150b82d1a6 · outbound

This paper cites doi: 10.18653/v1/N19-1361.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding doi: 10.18653/v1/N19-1361

Reference 4

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.344731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:1641fce11491c235df84c8e623516d0d45de92ff75740b7fe4c9aa0c62fd4798

Observation d55aa6d2-b61a-4579-a4c1-8887fb179c8d · outbound

This paper cites The Llama 3 Herd of Models.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding The Llama 3 Herd of Models

Reference 5

Resolution
malformed identifier
local_arxiv, observed 2026-05-11T01:35:51.334553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:b8c5eadde6c08729c8b276a0f149c5b532415279715c93d7b090379a20d331f3

Observation 6f6ad1dd-a041-4ee6-ae2a-393d81970f1d · outbound

This paper cites Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, and Mike Lewis.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, and Mike Lewis

Reference 6

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.339607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:4d392ec7a44c70b92e93c0618e64fa74764d6c84b49ba06b29a6c3f2e7816e18

Observation dbdb8730-199e-41ec-9018-64cbaa4c7873 · outbound

This paper cites Amey Hengle, Aswini Padhi, Sahajpreet Singh, Anil Bandhakavi, Md Shad Akhtar, and Tan- moy Chakraborty.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Amey Hengle, Aswini Padhi, Sahajpreet Singh, Anil Bandhakavi, Md Shad Akhtar, and Tan- moy Chakraborty

Reference 7

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.349705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:b800db4d9ef2364fab3497866f371f0e9fd602ef1e4ca6037cafd4fac99247f7

Observation d24082e2-1389-4244-81a2-977a1ef957fa · outbound

This paper cites Chao Jiang, Wei Xu, and Samuel Stevens.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Chao Jiang, Wei Xu, and Samuel Stevens

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-16T01:10:29.289873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:4ffb5a717b79f1c27a8bd80499809a9041d951421c9e5be1132a6b21d7f1b692

Observation f9f84ffc-e815-4ba8-ac76-a137089e1555 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Adam: A Method for Stochastic Optimization

Reference 9

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T01:35:51.342744Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:3a6b61d21eccc52bd9b56773d4c010f6332c3c44e26e1981cab568807b216d72

Observation a0bfeded-f708-4a6a-9ae2-4f5d66094213 · outbound

This paper cites Kushan Mitra, Dan Zhang, Hannah Kim, and Estevam Hruschka.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Kushan Mitra, Dan Zhang, Hannah Kim, and Estevam Hruschka

Reference 10

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.328054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:8235e07cbf333611314527b3252a478bec455cd3bca513c3f7f1ea770149eb73

Observation 2ceb6f81-667b-4b09-b815-da9c53118b43 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Gemini: A Family of Highly Capable Multimodal Models

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T05:06:03.314655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:db207d224d259afd302c992702fa0bddbd112c9209d9dd299fee6796953b3be4

Observation a3e9c9dc-1356-4c89-9513-f9a8c6d37337 · outbound

This paper cites doi: 10.18653/v1/2021.naacl-main.197.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding doi: 10.18653/v1/2021.naacl-main.197

Reference 12

Resolution
verified exact
doi, observed 2026-05-11T01:35:51.325856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-05-11T00:52:01.491125Z digest=sha256:1c40acd16842e384037857e9e4bd82db172fd78586686cf62c2a2fc47c1fe98f

Observation 73cc1ea8-d88f-455e-83d9-b2d45c087344 · outbound

This paper cites Qwen3 Technical Report.

IntentGrasp: A Comprehensive Benchmark for Intent Understanding Qwen3 Technical Report

Reference 13

Resolution
metadata mismatch
local_arxiv, observed 2026-05-11T01:35:51.337387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

source=pdf_text observed=2026-07-11T11:50:26.030339Z digest=sha256:a5f94c6db76a6d05c6eee952a8ddd51022c56b20ecac8b6dc2be400c19120a5d

Pith citing papers

Observation eaac4191-2e25-40be-bf8c-6a8ff7a041a1 · inbound

Selecting Open-Weight Language Models for Zero-Shot Intent Classification: A Systematic Evaluation of 41 Models cites this paper.

Selecting Open-Weight Language Models for Zero-Shot Intent Classification: A Systematic Evaluation of 41 Models IntentGrasp: A Comprehensive Benchmark for Intent Understanding

Reference 38

Resolution
unresolved
no resolver link, observed 2026-07-31T01:27:15.779442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T01:27:15.779442Z digest=sha256:2ecef1f8a20fab2da36acbc790cafcfc9bf5827ebb16ebd378c21f880eb024aa