Paper Citation Record · LEDGER

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications

As of 18 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 1 inbound Pith citation observation for arXiv:2411.18915.

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

pith.paper-citation-record.v1
2411.18915 v5

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:49:46.867032Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T10:20:54.903869Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy9
unresolved26
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0701a93a-217b-42b5-9ea3-1f6b29c8fbee · outbound

This paper cites Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.426078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3652e93e-0a1d-4baf-b464-0175bd255441 · outbound

This paper cites Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Enhancing the Reasoning Capabilities of Small Language Models via Solution Guidance Fine-Tuning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.438257Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f208e20c-e8ce-4bb6-8856-8d695d801df8 · outbound

This paper cites In: Practice and Experience in Advanced Research Computing 2023: Computing for the Common Good.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Practice and Experience in Advanced Research Computing 2023: Computing for the Common Good

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.448083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 422d3cd5-5393-4ab4-90ce-570c568bb2fb · outbound

This paper cites In: Proceedings of the 34th International Conference on Neural Information Processing Systems.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Proceedings of the 34th International Conference on Neural Information Processing Systems

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.336374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 092f3cf6-e271-4edf-8bf8-bfabc53e0ef6 · outbound

This paper cites In: The Thirty-eighth Annual Conference on Neural Information Processing Systems (2024),https://openreview.net/forum?id=ZIpdu0cHYu.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: The Thirty-eighth Annual Conference on Neural Information Processing Systems (2024),https://openreview.net/forum?id=ZIpdu0cHYu

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.310856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 86833f46-d4ff-4cd1-aa49-41c898e68142 · outbound

This paper cites Transactions on Machine Learning Research (2023).

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Transactions on Machine Learning Research (2023)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.292103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a863e03c-d12f-46e3-9c84-d1e4cc45dd97 · outbound

This paper cites Proceedings of EMNLP 2021 (2021), mIT License.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Proceedings of EMNLP 2021 (2021), mIT License

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.264690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation fd4b3a2d-bda0-4b9f-b6f6-fb90ac7e5758 · outbound

This paper cites Sustainable Computing: Informatics and Systems 38, 100857 (2023).

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Sustainable Computing: Informatics and Systems 38, 100857 (2023)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.661515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 849d151f-67e7-4754-b60b-0f886a5cb0b7 · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:49:48.241028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 903c3747-4b6a-4c58-9964-70b53268d2c9 · outbound

This paper cites Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Large Language Models(LLMs) on Tabular Data: Prediction, Generation, and Understanding -- A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.673602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 27236c61-9620-4131-9dd4-0e3ea08fcb57 · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:49:48.211607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 79ce8e1e-6eac-483e-9856-7e94c24f5dce · outbound

This paper cites In: Practice and Experience in Advanced Research Computing 2021: Evolution Across All Di- mensions.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Practice and Experience in Advanced Research Computing 2021: Evolution Across All Di- mensions

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.688362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a0926e7-0e57-4bf8-9739-09e954835083 · outbound

This paper cites In: First Conference on Language Modeling (2024), https://openreview.net/forum?id=stmqBSW2dV.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: First Conference on Language Modeling (2024), https://openreview.net/forum?id=stmqBSW2dV

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.195153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1ef51e86-b0dd-4cae-b93d-30d641feaa94 · outbound

This paper cites In: International Con- MATATA: Tool-Augmented Reasoning for Tabular Applications 17 ference on Learning Representations (2022),https://openreview.net/forum?id= nZeVKeeFYf9.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: International Con- MATATA: Tool-Augmented Reasoning for Tabular Applications 17 ference on Learning Representations (2022),https://openreview.net/forum?id= nZeVKeeFYf9

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.177932Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 50e31b3e-dbad-4378-b48d-0f50c04764ca · outbound

This paper cites In: Bouamor, H., Pino, J., Bali, K.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Bouamor, H., Pino, J., Bali, K

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.708408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3a2aa58-3ebe-4c80-98c5-9763ec6ef944 · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.715611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68ba6cb6-8cf9-41b9-957b-7f3b43d90fba · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:49:48.157407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 19ed0349-a343-4195-adb4-ab04441f5231 · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:49:48.136536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8c190f83-fb9a-4738-baef-d7212b6f6314 · outbound

This paper cites In: Thirty-seventh Conference on Neural Information Processing Systems (2023), https://openreview.net/forum?id=HtqnVSCj3q.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Thirty-seventh Conference on Neural Information Processing Systems (2023), https://openreview.net/forum?id=HtqnVSCj3q

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.116654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation efb3bdb8-3cf5-46d8-b68e-085c3de3ea21 · outbound

This paper cites In: ICLR.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: ICLR

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.091218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation f524f1c4-69f9-4574-9a7a-6f81ddff663b · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.747702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14ff91c-aab9-4928-b4b6-97239e55bec0 · outbound

This paper cites DocVQA: A Dataset for VQA on Document Images.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications DocVQA: A Dataset for VQA on Document Images

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.752514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7a526b8-c97c-40f1-a2b7-726141d2ccfa · outbound

This paper cites PeerJ Computer Science 3, e103(Jan2017).

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications PeerJ Computer Science 3, e103(Jan2017)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.760160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e5975ea4-eab6-41c7-9e14-e904e8a33b90 · outbound

This paper cites In: Proceedings of the 36th International Conference on Neural Information Processing Systems.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Proceedings of the 36th International Conference on Neural Information Processing Systems

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T10:49:48.058652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 5d942f55-a393-4da7-8ca0-a56da18606de · outbound

This paper cites Direct Preference Optimization: Your Language Model is Secretly a Reward Model.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Direct Preference Optimization: Your Language Model is Secretly a Reward Model

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.773240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a62aacd2-e545-478f-9957-645fca7b765e · outbound

This paper cites (eds.) Findings of the Association for Computational Linguistics: 18 V.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications (eds.) Findings of the Association for Computational Linguistics: 18 V

Reference 26

Resolution: verified exact; doi, observed 2026-08-12T10:49:46.943870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 53e934ba-9714-4cbf-92a0-5d55ab6012c6 · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-12T10:49:48.034142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation e7d9be56-893d-4f63-b9ba-d257c4e889d0 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.792090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a689e64b-e496-447e-a40b-7f20e9400e7a · outbound

This paper cites Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Self-Training with Direct Preference Optimization Improves Chain-of-Thought Reasoning

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.797390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796ec2f1-b23f-4b4c-827b-79f86e787d18 · outbound

This paper cites NIPS ’22, Curran Associates Inc., Red Hook, NY, USA (2024).

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications NIPS ’22, Curran Associates Inc., Red Hook, NY, USA (2024)

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.803665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4da8335f-b470-4722-90f4-5a8d3821b41d · outbound

This paper cites In: Duh, K., Gomez, H., Bethard, S.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Duh, K., Gomez, H., Bethard, S

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.818819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 280ce06a-d550-443e-8ec4-b5300998e27c · outbound

This paper cites In: Oh, A.H., Agarwal, A., Belgrave, D., Cho, K.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Oh, A.H., Agarwal, A., Belgrave, D., Cho, K

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.826013Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8472e5e-8df4-4c68-8cf5-c7e33d0e7526 · outbound

This paper cites an unresolved cited work.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.832580Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd8201da-7665-410f-b05d-da0db4545998 · outbound

This paper cites In: Proceedings of the 30th ACM International Conference on Multimedia.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications In: Proceedings of the 30th ACM International Conference on Multimedia

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.841082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7f1d010d-cde0-4226-bd9c-99b84a9ecec8 · outbound

This paper cites TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.847222Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbe0e969-9adf-42a1-9f57-0e0da8f7882a · outbound

This paper cites TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T10:49:46.855742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c2cc83-e559-43af-89d9-8ef5cc6e0f50 · outbound

This paper cites BuDDIE: A Business Document Dataset for Multi-task Information Extraction.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications BuDDIE: A Business Document Dataset for Multi-task Information Extraction

Reference 38

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T10:49:47.020336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9a91cdd-223b-4e6b-86f2-008616242fcc · outbound

This paper cites stem " ( the first digit or digits ) and a.

MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications stem " ( the first digit or digits ) and a

Reference 39

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T10:49:47.967972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 6b5409d4-c6d3-4379-ac4f-744e68372603 · inbound

Reason Before You Retrieve: Agentic Planning for Multi-modal RAG cites this paper.

Reason Before You Retrieve: Agentic Planning for Multi-modal RAG MATATA: Weakly Supervised End-to-End MAthematical Tool-Augmented Reasoning for Tabular Applications

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-02T10:20:54.903869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.