Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-27T10:13:22.927828Z
Paper Citation Record · LEDGER
Improving Cross-Format Robustness in Language Models with Multi-Format Training
As of 7 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2606.11643.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
36 of 36 outbound references displayed
- verified exact5
- verified fuzzy0
- unresolved27
- parse uncertain0
- malformed identifier0
- metadata mismatch4
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation f62304e0-9ea3-43ed-bd0d-9e05243301a6 · outbound
This paper cites an unresolved cited work.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Unresolved cited work
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12b3c3bb-751a-4e5a-8ef3-83e0505ca0c3 · outbound
This paper cites Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM ^2 ) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the Fourth Workshop on Generation, Evaluation and Metrics (GEM ^2 ) , pages=
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60093fad-208c-43d3-9efb-76bc05badb8e · outbound
This paper cites arXiv e-prints , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training arXiv e-prints , pages=
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbcb6039-dc23-4c52-8e4a-ab5d354636a6 · outbound
This paper cites arXiv preprint arXiv:2510.11905 , year=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training arXiv preprint arXiv:2510.11905 , year=
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:17:57.220122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a9d9b5e2-3ac9-468b-a6ed-a05e8921a777 · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2025 , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Findings of the Association for Computational Linguistics: ACL 2025 , pages=
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 341e30d9-2a30-45ec-b255-4b98273e8cdf · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d54dfb1-535a-410c-bd23-840e74d9d914 · outbound
This paper cites Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Open-LLM-Leaderboard: From Multi-choice to Open-style Questions for LLMs Evaluation, Benchmark, and Arena
Reference 7
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T10:17:57.222547Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f8205d65-bfe0-4ad1-8ccd-7cb1b4b12f75 · outbound
This paper cites Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0104e497-a442-4600-88db-9684d3bc0a6a · outbound
This paper cites Answer Matching Outperforms Multiple Choice for Language Model Evaluation.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Answer Matching Outperforms Multiple Choice for Language Model Evaluation
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:07:56.335157Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b6d2f56-72c0-4125-83a6-1c06490c6cd0 · outbound
This paper cites Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Answer, Assemble, Ace: Understanding How LMs Answer Multiple Choice Questions
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:07:56.333742Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3fc02c62-69c3-4f58-850e-173647e28c0e · outbound
This paper cites Measuring Massive Multitask Language Understanding.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Measuring Massive Multitask Language Understanding
Reference 11
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T10:17:57.217635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation afa77042-f0ac-46e0-b57e-64fe163f3109 · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Advances in Neural Information Processing Systems , volume=
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a18bb7ce-3cf5-4589-a4de-ac231a692a78 · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Advances in Neural Information Processing Systems , volume=
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b0b6af9-9b40-4106-be71-6eaacf363385 · outbound
This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.
Improving Cross-Format Robustness in Language Models with Multi-Format Training GPQA: A Graduate-Level Google-Proof Q&A Benchmark
Reference 14
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T10:17:57.224857Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50aef38c-90fc-4676-9d1d-b86ab9b169fb · outbound
This paper cites Advances in neural information processing systems , volume=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Advances in neural information processing systems , volume=
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2a0fcae4-0980-4db5-aaa0-d9270d618ef1 · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2024 , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Findings of the Association for Computational Linguistics: ACL 2024 , pages=
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 058a96d1-c6bc-434f-9754-91af1105f918 · outbound
This paper cites Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024) , pages=
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c21010bd-e40e-433d-bb83-0f0c0e081189 · outbound
This paper cites Proceedings of the 31st International Conference on Computational Linguistics , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 31st International Conference on Computational Linguistics , pages=
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 010f32f3-1d80-4e57-873f-620ad53a79b0 · outbound
This paper cites arXiv preprint arXiv:2511.21860 , year=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training arXiv preprint arXiv:2511.21860 , year=
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:07:56.327181Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74574bda-8eaf-4dd4-a8eb-9b3fe3f97b10 · outbound
This paper cites an unresolved cited work.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Unresolved cited work
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0478b8ac-07c5-4e89-9319-ea126317238f · outbound
This paper cites EQUATOR: A Deterministic Framework for Evaluating LLM Reasoning with Open-Ended Questions. # v1.0.0-beta.
Improving Cross-Format Robustness in Language Models with Multi-Format Training EQUATOR: A Deterministic Framework for Evaluating LLM Reasoning with Open-Ended Questions. # v1.0.0-beta
Reference 21
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T10:07:56.329771Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8a00c2c-f5d6-4560-bdfc-a512f2460f69 · outbound
This paper cites an unresolved cited work.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Unresolved cited work
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 71da0f81-c832-4559-a0f7-44f3c7ef78d6 · outbound
This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce01f88e-b9bc-4263-b7e4-7647f140f002 · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) , pages=
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57fef7b5-0207-4a86-9546-5d564d2c4dae · outbound
This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bc369e4-f896-471a-808d-4a7778f49b22 · outbound
This paper cites Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e767a21c-b1d2-4e3b-951e-5c3234613300 · outbound
This paper cites Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks
Reference 27
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T10:07:56.332277Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c15ba496-67d1-49f7-969c-c0d97921101d · outbound
This paper cites Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing , pages=
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8ffd3ff6-a3c9-46f7-858c-6d9027183bef · outbound
This paper cites Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Findings of the Association for Computational Linguistics: EMNLP 2024 , pages=
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 014654a3-f9ea-4e9a-89e2-5e3836dbde17 · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 990c6142-2d72-4e33-9cc7-da5319683d59 · outbound
This paper cites 2024 , eprint=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training 2024 , eprint=
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ebb2edc0-d207-4225-b89c-315e749b157d · outbound
This paper cites 2025 , eprint=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training 2025 , eprint=
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aba46896-fe23-4444-80c1-aa7be5f07689 · outbound
This paper cites 2026 , eprint=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training 2026 , eprint=
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d3eeb7e-41b1-4e47-aa0b-3d809e000ebe · outbound
This paper cites 2025 , eprint=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training 2025 , eprint=
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b98fba37-29f7-4f72-ab6f-3effbe4d6e5f · outbound
This paper cites Findings of the Association for Computational Linguistics: ACL 2023 , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Findings of the Association for Computational Linguistics: ACL 2023 , pages=
Reference 35
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5d2fbecb-9cb5-424a-83b0-1c67938606e7 · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
Improving Cross-Format Robustness in Language Models with Multi-Format Training Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-06-27T10:13:22.927828Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.