Paper Citation Record · LEDGER

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation

As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 0 inbound Pith citation observations for arXiv:2607.08071.

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

pith.paper-citation-record.v1
2607.08071 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

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

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

34 of 34 outbound references displayed

verified exact23
verified fuzzy0
unresolved4
parse uncertain0
malformed identifier2
metadata mismatch5

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bb4fb850-c2f0-4df8-99b6-f7f92c53aef5 · outbound

This paper cites ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:41.127271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b2953f90-0a53-4ed1-aa93-b444446cc844 · outbound

This paper cites an unresolved cited work.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.581819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 205f508e-451e-4528-a7f4-d4fef91ab6c4 · outbound

This paper cites Language Models are Few-Shot Learners.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Language Models are Few-Shot Learners

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.129762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation babaf92a-f2cc-43c0-91f2-dd0a924a26c7 · outbound

This paper cites Plug and Play Language Models: A Simple Approach to Controlled Text Generation.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Plug and Play Language Models: A Simple Approach to Controlled Text Generation

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.132236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3e3380d1-9281-4ff6-82cb-0a5ba5c1bc6e · outbound

This paper cites Unified Language Model Pre-training for Natural Language Understanding and Generation.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unified Language Model Pre-training for Natural Language Understanding and Generation

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.159349Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bded4870-5094-4b14-9230-785c792f7621 · outbound

This paper cites an unresolved cited work.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unresolved cited work

Reference 6

Resolution: verified exact; doi, observed 2026-07-10T00:56:40.893496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1ac9ed40-7c0f-45c5-8dba-592ca5a789c7 · outbound

This paper cites DeBERTa: Decoding-enhanced BERT with Disentangled Attention.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation DeBERTa: Decoding-enhanced BERT with Disentangled Attention

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.119696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1cf9f3bc-c469-4e92-b845-b5a3a67cbde2 · outbound

This paper cites Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.117214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d39928fa-c74f-4356-9dcc-13e1202364da · outbound

This paper cites an unresolved cited work.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.583926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 62df4aa3-a7ce-4dea-bfd6-1c94ace56c37 · outbound

This paper cites Toward Controlled Generation of Text.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Toward Controlled Generation of Text

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.124788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 196ad541-5ab4-47f5-bcf1-36ada2a589a1 · outbound

This paper cites Zajonc, R., and G.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Zajonc, R., and G

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-07-10T00:56:40.899799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 66fa96b6-f64b-4857-ab44-bf3a63e1118e · outbound

This paper cites Hooks in the Headline: Learning to Generate Headlines with Controlled Styles.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Hooks in the Headline: Learning to Generate Headlines with Controlled Styles

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.151847Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f8218fe5-d138-48e4-93bc-07fc2011eba3 · outbound

This paper cites In: Toutanova, K., Rumshisky, A., Zettlemoyer, L., Hakkani-Tur, D., Beltagy, I., Bethard, S., Cot- terell, R., Chakraborty, T., Zhou, Y.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation In: Toutanova, K., Rumshisky, A., Zettlemoyer, L., Hakkani-Tur, D., Beltagy, I., Bethard, S., Cot- terell, R., Chakraborty, T., Zhou, Y

Reference 13

Resolution: malformed identifier; doi_truncated, observed 2026-07-10T00:56:40.891757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 24220d20-cb97-4e80-b7f1-903dc7bb12d4 · outbound

This paper cites CTRL: A Conditional Transformer Language Model for Controllable Generation.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation CTRL: A Conditional Transformer Language Model for Controllable Generation

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:41.111662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 17bde010-16c0-4709-89e4-6e7ac07e0fc3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Adam: A Method for Stochastic Optimization

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.161911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 3b35b5e2-f219-4609-a406-37488a6ee03b · outbound

This paper cites Controlled Text Generation as Continuous Optimization with Multiple Constraints.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Controlled Text Generation as Continuous Optimization with Multiple Constraints

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.114084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 7600f9dc-dc91-4f26-9335-03aef9f7bd8f · outbound

This paper cites BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.122346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 37b516ff-31df-4e7b-a586-528f22dfebdb · outbound

This paper cites an unresolved cited work.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.577956Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a4bb2067-ad3e-4975-b0eb-c021dc7096bf · outbound

This paper cites Correcting Length Bias in Neural Machine Translation.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Correcting Length Bias in Neural Machine Translation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.164423Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a181349f-1196-4692-b148-9edb147a3d56 · outbound

This paper cites ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation ProphetNet: Predicting Future N-gram for Sequence-to-Sequence Pre-training

Reference 20

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.144127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d99e5a36-149b-4fcd-96f0-a481a7192495 · outbound

This paper cites Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

Reference 21

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.146694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1d565fd9-7e3c-4012-8fd5-2a6eea650d05 · outbound

This paper cites Self-critical Sequence Training for Image Captioning.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Self-critical Sequence Training for Image Captioning

Reference 22

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:41.149194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1a7a79b7-4b52-46a7-bc10-692c751c4f99 · outbound

This paper cites Leveraging Pre-trained Checkpoints for Sequence Generation Tasks.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Leveraging Pre-trained Checkpoints for Sequence Generation Tasks

Reference 23

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.154140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2bb5e116-1924-46de-b6ba-57588ffedaa0 · outbound

This paper cites Get To The Point: Summarization with Pointer-Generator Networks.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Get To The Point: Summarization with Pointer-Generator Networks

Reference 24

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T00:56:41.141747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 54328ce9-8ec2-4489-a886-b37259be4de6 · outbound

This paper cites MASS: Masked Sequence to Sequence Pre-training for Language Generation.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation MASS: Masked Sequence to Sequence Pre-training for Language Generation

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.137110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d993d505-d029-42f6-b41e-a5e0c2dba2c8 · outbound

This paper cites doi: 10.1609/AAAI.V34I05.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation doi: 10.1609/AAAI.V34I05

Reference 26

Resolution: verified exact; doi, observed 2026-07-10T00:56:40.895174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6336ea98-b98f-4947-8f32-5f9c7149fdde · outbound

This paper cites Attention Is All You Need.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Attention Is All You Need

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.139376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f3fa324f-173f-4c0f-b0a5-f1590952ea86 · outbound

This paper cites Williams.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Williams

Reference 28

Resolution: verified exact; doi, observed 2026-07-10T00:56:40.896937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 229ff287-6358-484d-98d9-b7eacad6fffa · outbound

This paper cites HuggingFace's Transformers: State-of-the-art Natural Language Processing.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation HuggingFace's Transformers: State-of-the-art Natural Language Processing

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.134593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1dda10d7-8e25-483b-8542-6125deefc821 · outbound

This paper cites an unresolved cited work.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-07-10T01:06:40.576214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 72d6bb33-9db7-4f3f-a24a-fd4db391ba16 · outbound

This paper cites VAE based Text Style Transfer with Pivot Words Enhancement Learning.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation VAE based Text Style Transfer with Pivot Words Enhancement Learning

Reference 31

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.156875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f93469be-025f-452e-a921-4a78c739fa57 · outbound

This paper cites Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:41.166801Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 1cfc2586-6ed6-48b1-b6f2-b58b73a15fdd · outbound

This paper cites FUDGE: Controlled Text Generation With Future Discriminators.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation FUDGE: Controlled Text Generation With Future Discriminators

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:56:40.902367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation ab2a44b9-e398-4235-a3a4-f578977a85bc · outbound

This paper cites an unresolved cited work.

COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation Unresolved cited work

Reference 34

Resolution: malformed identifier; raw_fallback, observed 2026-07-10T01:06:40.579891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.