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Paper Citation Record · LEDGER

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models

As of 4 August 2026, this Paper Citation Record lists 100 of 276 outbound references and 0 inbound Pith citation observations for arXiv:2606.21645.

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

pith.paper-citation-record.v1
2606.21645 v1

Coverage vector

measured 100 of 276 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-26T14:18:11.215278Z

measured 100 of 100 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+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

100 of 276 outbound references displayed

  • verified exact10
  • verified fuzzy0
  • unresolved66
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch24

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 33086349-fbb8-41a5-8017-9cc6c4b9a467 · outbound

This paper cites Token-level Identification of Multiword Expressions using Pre-trained Multilingual Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Token-level Identification of Multiword Expressions using Pre-trained Multilingual Language Models

Reference 3

Resolution
verified exact
doi, observed 2026-06-26T14:19:30.701964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:70c27c3b4ae8c5000a97f67dad097d9cd49fd1cecd2418e341e4ccf8ff41d97e

Observation e87cd7c4-cf65-45a3-99f7-a80664f6351e · outbound

This paper cites Set-Based Prompting: Provably Solving the Language Model Order Dependency Problem.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Set-Based Prompting: Provably Solving the Language Model Order Dependency Problem

Reference 4

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Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:ab6bafd20bdaf1b8b6a9cd24de880049dff46b16ede9717cce400f90959a2d4e

Observation aaf942ca-034e-4e4a-8101-27bf54acd3ea · outbound

This paper cites Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

Reference 5

Resolution
verified exact
doi, observed 2026-06-26T14:19:30.760724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:be7b7f2cc1946a432e501dbab1e76ce61066e2423db995ce606d9637715d2543

Observation 76c31a6f-6965-46e0-ad00-54b6f87ba103 · outbound

This paper cites Neural computation , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Neural computation , volume=

Reference 6

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:c7099c626f847d20523275c8870b049a371c1c2ffccaf39b62862e74600dba38

Observation 90d0bf85-aef5-468c-bd44-4236891f1366 · outbound

This paper cites Learning Factored Representations in a Deep Mixture of Experts.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Learning Factored Representations in a Deep Mixture of Experts

Reference 7

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local_arxiv, observed 2026-07-04T06:39:37.940812Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:187a2f5945bc57c20da7a04a2eb7fd129b3971e322848a7304ed0e126b7716d1

Observation 7db5d438-0d13-438f-9ba7-32050446080a · outbound

This paper cites Science China technological sciences , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Science China technological sciences , volume=

Reference 8

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:bcd8e45dc797806bac8821825bc2835c33f66389a87c2af8ba0b484cbd3c0990

Observation fec9ca77-1ce8-4142-b12f-91919d556491 · outbound

This paper cites Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints

Reference 9

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arxiv_id, observed 2026-07-04T06:39:37.844241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:9ed271e01deef28799ed80eb3a401d679e54e486eef65d06063c7595da69f8db

Observation 428957d2-95ca-4f08-bab1-6ff53b67c4cf · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 10

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:aad042c6b27367365e48c2784329ce1288c33695e48b52d24b17a28f3de1ecab

Observation 54fbd1b6-6d2c-46b9-b0a5-7543afb82bd6 · outbound

This paper cites Proceedings of the IEEE conference on computer vision and pattern recognition , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the IEEE conference on computer vision and pattern recognition , pages=

Reference 11

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:fbc21f747b8d12c9a5ab7e1a429f5db04fae2027d8cc0ca606af83684432d739

Observation 7ed3c3fc-351a-4d28-883b-f1b5f4083166 · outbound

This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=

Reference 12

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:b5060b61d55a832a4469cc4bb29d069b406edfe0d78b9b68ab13ffb079bfff67

Observation 2ee72746-7809-4509-b0d0-cf635c5d20ca · outbound

This paper cites MMBench: Is Your Multi-modal Model an All-around Player?.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models MMBench: Is Your Multi-modal Model an All-around Player?

Reference 13

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local_arxiv, observed 2026-07-04T06:39:37.892415Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:0a722f26e0211b82f82f039c124815a45a920bd26f87efa97ceb368da013bf5b

Observation a9971ed9-c27c-41d2-aa30-cd80eddea1df · outbound

This paper cites Advances in neural information processing systems , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Advances in neural information processing systems , volume=

Reference 14

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:3e9c8a9c2f3089688bc0b3177e349aaed44cf537cb68498ebbe57c4ffa2de9d9

Observation ce23fbc7-09f6-4336-a9f5-5ec8d8dc2d5b · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=

Reference 15

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:c4466edee1e4ab497d4951b6ba3ff1c398aa4f8f5e05b16a4b3c91c884194d22

Observation f18978f4-b2ca-4899-99a9-b50c3f85ba0a · outbound

This paper cites Neural computation , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Neural computation , volume=

Reference 16

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:663503efaf13aafac998bce1b960fa111647588202a0b741abfd823c03584658

Observation 602d7474-72c5-42e3-90bd-4c5978df107e · outbound

This paper cites Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

Reference 17

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local_arxiv, observed 2026-07-04T06:39:37.918911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:a7a154e3637dfec50b31c5baccc6618ea4c349604a7ce8ae1d29fc778aaf85cb

Observation 39a7a551-aa40-4a3d-bdd2-41df7861970c · outbound

This paper cites International Conference on Machine Learning , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models International Conference on Machine Learning , pages=

Reference 18

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:59385ea9206ded2a81fd1cfa413b59161e9774f82416e752c215ba176c61986f

Observation 5c1aa327-6742-47e0-8d1a-3810aa5b0684 · outbound

This paper cites GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding

Reference 19

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T06:39:37.865664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:6864b1d4f1a31ae46f3a40a63d15993315f43693e0d53a5dbe9b1cbf6ca3ae32

Observation da38f92c-23c5-4b58-9fdb-093d6b7db5b0 · outbound

This paper cites Mixtral of Experts.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Mixtral of Experts

Reference 21

Resolution
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local_arxiv, observed 2026-07-04T06:39:37.851605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:bad66d0f1759c40f9ea00f97df79fb980ede8787264a367c7dc53ed2829a818c

Observation 1296497b-65d8-4446-b1dd-32cdc15b6ea2 · outbound

This paper cites OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models OpenMoE: An Early Effort on Open Mixture-of-Experts Language Models

Reference 22

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arxiv_id, observed 2026-07-04T06:39:37.849393Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:6bfc9128422f144d7c5ec3b73cb3e714cf719a4f10e4c2c478a3eb349db331d6

Observation ee871a48-36bd-46cd-95fd-daf79980b1a8 · outbound

This paper cites MoE-LLaVA: Mixture of Experts for Large Vision-Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models MoE-LLaVA: Mixture of Experts for Large Vision-Language Models

Reference 23

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local_arxiv, observed 2026-07-04T06:39:37.927954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:5b903cb497cfac53795d469c92b7fd1f8aa34e6756faf5ae38285c2ccb44fb87

Observation 56f5a7ba-ed40-4f50-98ab-775369d29b18 · outbound

This paper cites DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models DeepSeekMoE: Towards Ultimate Expert Specialization in Mixture-of-Experts Language Models

Reference 24

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local_arxiv, observed 2026-07-04T06:39:37.925955Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:74292ef9907aab2510572274e65e8c93425b6339544d01896e845424a5208a00

Observation b0cbf305-1d70-4ebc-9268-8be421534acf · outbound

This paper cites LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models

Reference 25

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arxiv_id, observed 2026-07-04T06:39:37.905715Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:c104d1b9200702bcf33e557093e5984d545bd4982d070acb0e2d0c7d953d556f

Observation 2eca0ac6-f094-4477-a562-67f1145c71ea · outbound

This paper cites International Conference on Learning Representations , year=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models International Conference on Learning Representations , year=

Reference 26

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:89c13259d0d601c6a838a2797fb24d2ca1dab750484cbbd70caa10e320005a12

Observation 24677b99-8e96-4b38-96b5-72965f123aa3 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 27

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:2e0710d561821937dedf4323eb93a34a0172099684caaf43e00e538498d0e622

Observation 1e70ab4a-6216-45b1-ba19-dbc2b9a0a7bc · outbound

This paper cites MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models MEFT: Memory-Efficient Fine-Tuning through Sparse Adapter

Reference 28

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verified exact
arxiv_id, observed 2026-07-04T06:39:37.923255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:bd39f72f6c444796bb3f187f1b164c52a974aa99c184df327357bbfe6eece0bf

Observation f1463cbb-4bfd-4119-9f34-300a8a6c93fd · outbound

This paper cites Feature Learning in Infinite-Width Neural Networks.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Feature Learning in Infinite-Width Neural Networks

Reference 29

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arxiv_id, observed 2026-07-04T06:39:37.863096Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:3fef424c4e0e12adf0e0de2db2a7434b9931cde296838118f2480c25445fc129

Observation d2cb46e8-6e36-4acc-bffa-bfa5452b0414 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Training Verifiers to Solve Math Word Problems

Reference 30

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local_arxiv, observed 2026-07-04T06:39:37.899830Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:2121c764be24f3c26d632594959538fb82061f60bc0578109cff1d72765c1936

Observation 15756881-c9f9-42a3-83af-c53714229d38 · outbound

This paper cites Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , pages=

Reference 31

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:593d16f07652869614ffbedaa20bd341453dd61d21aa3f115dabd7b7231e6883

Observation b3f5d4e3-b5da-4860-80f6-7aa91eca2e3e · outbound

This paper cites Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) , pages=

Reference 32

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:c94d6486a41bff9af717b01d32878a1de18cea42fd8569dd2d189f23b1f01fd1

Observation a01974da-1063-4c0e-8a76-e9ef96563792 · outbound

This paper cites Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 33

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:c5d0b4d24aee79cd7a2e5a4b276e0ce3f0ebc44b9b9a699ee067c12d7f8e4c3b

Observation c22fe83b-1097-48a9-837a-b82afae56c21 · outbound

This paper cites Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 34

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:f0ed6b1b4644009bac24553a093d2c99e6b112561f93812518440ddadb19c521

Observation 468efe48-ff2b-4c43-8714-12966b71ac00 · outbound

This paper cites Transactions of the Association for Computational Linguistics , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Transactions of the Association for Computational Linguistics , volume=

Reference 35

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:47e92aa66378fc761eb3dae66bb83f32de624b898ba75aad2d401012e79eeee2

Observation 4e24b3df-a49d-4090-9189-7cfb8642b5a4 · outbound

This paper cites ST-MoE: Designing Stable and Transferable Sparse Expert Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models ST-MoE: Designing Stable and Transferable Sparse Expert Models

Reference 36

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metadata mismatch
local_arxiv, observed 2026-07-04T06:39:37.835952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:9f9c777fa83f9ab661e15a73864a74864efeb28fde06b8be68841b5cc3a47dc6

Observation 37575901-2385-4a87-a479-30c83ba2ed9e · outbound

This paper cites an unresolved cited work.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Unresolved cited work

Reference 37

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:19230135c82e65b0a198a9f99aee73e134541baaf2bebd85a9de1d79fe13a964

Observation febd5a1b-5426-4163-8507-3f86ff78040e · outbound

This paper cites A Closer Look into Mixture-of-Experts in Large Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models A Closer Look into Mixture-of-Experts in Large Language Models

Reference 38

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metadata mismatch
arxiv_id, observed 2026-07-04T06:39:37.883108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:57dace83a8ba80817769a3a7b8aee8e684b07d5104ba6ce677d26dcadef89247

Observation 46aca740-ae8d-4ca7-b14d-2682d667f0ed · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 39

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Observation 8beeb8a8-83fc-494b-9a1f-63e0ff3abc30 · outbound

This paper cites Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Let the Expert Stick to His Last: Expert-Specialized Fine-Tuning for Sparse Architectural Large Language Models

Reference 40

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metadata mismatch
arxiv_id, observed 2026-07-04T06:39:37.868624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:de99935545af50a6a37977cf4223ed37ef5d6967a326a746cf7248dfb7357778

Observation 3dbe5f07-67db-4593-a7ef-4ee0d2736a7f · outbound

This paper cites Fast and robust early-exiting framework for autoregressive language models with synchronized parallel decoding , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Fast and robust early-exiting framework for autoregressive language models with synchronized parallel decoding , url =

Reference 41

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:d630f4ae3c727723e9d810a91ff0952593cc9b5e95821c2d6c2a41b0152e20d4

Observation 7fe4cd3f-f354-48a0-a890-530e698e8bd6 · outbound

This paper cites doi:10.18653/v1/2020.findings-emnlp.148 , pages =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models doi:10.18653/v1/2020.findings-emnlp.148 , pages =

Reference 42

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verified exact
doi, observed 2026-06-26T14:19:30.754439Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:a0585cf0dcc503c6d1daa449aef6bfd435a2300ed10c2bcdb7ee487a1bd32a1b

Observation 6430c2d4-c1ad-40a2-b123-4886f06814d7 · outbound

This paper cites Glass , bibsource =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Glass , bibsource =

Reference 43

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:efbbc5060c49dceb8d1cc216a3ccd13c5d9e4c4548b3a64aaa3c21e668ce0643

Observation 5ff9dac3-501e-4d8e-947f-79d7db3f07e4 · outbound

This paper cites Language models can explain neurons in language models , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Language models can explain neurons in language models , url =

Reference 44

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:a5a1e1de407b09a04d5675014e534cd026d21ff12e75a989ac1c854b8ecebc6b

Observation bcc0dbac-02fc-4d78-8a01-a0af5fbaeb45 · outbound

This paper cites Towards monosemanticity: Decomposing language models with dictionary learning , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Towards monosemanticity: Decomposing language models with dictionary learning , url =

Reference 45

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:1a89d302123f52519ba60639fa1ab0c13fbb7dc5fa5fd2a9f2b6b27a54237fbc

Observation 74d256ab-ba25-402e-b18a-c12eae939d9d · outbound

This paper cites an unresolved cited work.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Unresolved cited work

Reference 46

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:bda0f9830fc55dfda06c3014df253280ce96283e1f0b072605a1e48b53bb078b

Observation 84804e58-ca9d-4e51-8fce-2c5473faec74 · outbound

This paper cites Discovering latent knowledge in language models without supervision , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Discovering latent knowledge in language models without supervision , url =

Reference 47

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:3bef13229dc456bca84cb1dac5106d27e9c3bee1e4e8defae43f5c27598859f1

Observation 880dc414-89b1-4a5f-8815-f8b8df998c7e · outbound

This paper cites Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021) , doi =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 5th Workshop on Online Abuse and Harms (WOAH 2021) , doi =

Reference 48

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:9a7cc8774467100ad2d5d710b1b4603585f61f9a0844a0b3a7fe7a119fbb6c28

Observation e5dda39f-85c8-449c-b05a-b50d270fe485 · outbound

This paper cites Red Teaming Deep Neural Networks with Feature Synthesis Tools , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Red Teaming Deep Neural Networks with Feature Synthesis Tools , url =

Reference 49

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:ef690222595a978e8afa3fb4e771ec5ec9fa14e37269b0d8b899cbdb57c83cfa

Observation 011e7a30-803a-4787-b021-6d0df44c04dd · outbound

This paper cites Deep language algorithms predict semantic comprehension from brain activity , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Deep language algorithms predict semantic comprehension from brain activity , url =

Reference 50

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:0dfd076199b7642f293ea03f0b94fafe18f0a946935e64e46e228ed54d6e2f3b

Observation f84fa286-bf8a-4af7-ac47-b4fefe2b38e2 · outbound

This paper cites Manco and E.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Manco and E

Reference 51

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:4b41fee44cc265f7848edcb51c3154c756de3ac6376dc95cce17845cdbe5be54

Observation 7eddc31a-367d-4c6b-ac60-b02fc41069cc · outbound

This paper cites Universal sentence encoder , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Universal sentence encoder , url =

Reference 52

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:d7e1a1a407cdbc0207c7ee49a9c533b70fb9f2f0bdd0c25ab66ec0e95a24b558

Observation 2418b5b3-092f-4e2e-b2d8-563f03e67cc1 · outbound

This paper cites Description Based Text Classification with Reinforcement Learning , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Description Based Text Classification with Reinforcement Learning , url =

Reference 53

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:0cd4b6d62af69a1de4bd5532ac8261aa6d6cc447100cfb83c170e450938fe590

Observation 95d4d413-1ff2-45cc-ace3-47a6ca35310e · outbound

This paper cites A survey on evaluation of large language models , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models A survey on evaluation of large language models , url =

Reference 54

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:c58353b852fdd96823bc1357922e5a69fb75c3c66041b95ac5b1c1d13b6563b9

Observation 9ce09dec-ce0c-45cd-8bca-ecb0b8c2ef05 · outbound

This paper cites doi:10.18653/v1/2020.acl-main.194 , pages =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models doi:10.18653/v1/2020.acl-main.194 , pages =

Reference 55

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verified exact
doi, observed 2026-06-26T14:19:30.684986Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:cdc8930a3c673739b7efc83cde0681c38eb9b3bbf820e33c4b7bff5f78e3c376

Observation c4a7af7f-2bad-46d0-b36f-c76d6fd3ec4e · outbound

This paper cites EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models EE-LLM: Large-Scale Training and Inference of Early-Exit Large Language Models with 3D Parallelism , url =

Reference 56

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:12d88017145672a316344c658df951762e8cbf0f11c943de66ce2623f9c6330e

Observation e180d31e-4609-4785-b623-c637686ae883 · outbound

This paper cites Very Deep Convolutional Networks for Text Classification , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Very Deep Convolutional Networks for Text Classification , url =

Reference 57

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:382574ae427db8b529d833ed38eb4f5672650b34d9c1edda376ab753e01aef60

Observation b2e37d3f-711c-4531-a270-0c60aa525afa · outbound

This paper cites Supervised Learning of Universal Sentence Representations from Natural Language Inference Data , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Supervised Learning of Universal Sentence Representations from Natural Language Inference Data , url =

Reference 58

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:5123502c254dafd949ad99945e41ce7b69551c9a50928cd8a70f2603dc319e91

Observation 500a4508-9a93-4b92-bba3-e0609c7cad95 · outbound

This paper cites doi: 10.18653/v1/2022.acl-long.581.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models doi: 10.18653/v1/2022.acl-long.581

Reference 59

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metadata mismatch
doi, observed 2026-06-26T14:19:30.750043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:f2cf79ce8c8678ab844788073b1ca951c486b16d179a6c5941c12ece66e685dc

Observation d9a568d4-e364-46b4-ad54-6336a86cb740 · outbound

This paper cites Glass , bibsource =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Glass , bibsource =

Reference 60

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verified exact
doi, observed 2026-06-26T14:19:30.707437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:e0fd5de86e73e676c51ea1657977b88d2b2eb995c86de449cad6cc283a4e46a4

Observation 9fc7cf0e-87d3-4fad-afe3-95e63517824b · outbound

This paper cites Discovering Latent Concepts Learned in.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Discovering Latent Concepts Learned in

Reference 61

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:7a797f8ef0a1aaa1ba3ab1c22ae4934f2c7201a92afc7033ff868c5efdc06092

Observation 81a758b3-f8c9-4789-b288-95b1dc22aada · outbound

This paper cites Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 62

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:4d0fb4ffec2fb1809be80059e592ee9198f647fa50eb4e41be5211b07bbe3773

Observation ea6ccb6c-25aa-4e69-8514-07a4fed37ed7 · outbound

This paper cites an unresolved cited work.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Unresolved cited work

Reference 63

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:2f8bcf45ba5bd2a5127910dc4683b1958bdeff5b2058bebd485dfe118e31fd2c

Observation 4685d8cb-6f44-4e5b-8707-27b03642b165 · outbound

This paper cites Proceedings of the AAAI conference on artificial intelligence , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the AAAI conference on artificial intelligence , volume=

Reference 64

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:65ec5bd7451503f0a4ef4bcc40c8d67c5eac3095ebb5245d9008e4275d46dde1

Observation 10a867b1-a89f-409b-b3a4-6003ededace3 · outbound

This paper cites an unresolved cited work.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Unresolved cited work

Reference 65

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:33a37c00cf7090e891c7223f6d58c016615909543584b1b77da569310aa9bed5

Observation fc64473b-c143-4985-a863-51361d03fe9a · outbound

This paper cites Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics , pages=

Reference 66

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:10fd2a1a00669ee51dd7f9483b8b2d34068d555b4e973b12ee8638df248ec928

Observation 674ac712-6b5c-4f08-96d4-8fbd4372485c · outbound

This paper cites Communications of the ACM , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Communications of the ACM , volume=

Reference 67

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:4bb032e62357c68135cc19b1f7b98dc83229bcc9ca5053d1c4342936dca7140d

Observation 95a055b0-b863-4ab0-889c-3c12cb59446f · outbound

This paper cites Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge

Reference 68

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metadata mismatch
local_arxiv, observed 2026-07-04T06:39:37.884843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:15e17ae2e2098699870d25620bc076d4e49a5e66ec8ada888cf7dc4b3b5bd083

Observation 541455aa-8cd3-46ed-a4ea-51148ac2e1a4 · outbound

This paper cites Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing , pages=

Reference 69

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:4c24ff45774c4657992017ae79fa0af9aefecb4462d509bc6cd38e94063a1b33

Observation 92a38601-7969-4a4c-8b7b-3bf5dfb99659 · outbound

This paper cites International conference on machine learning , pages=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models International conference on machine learning , pages=

Reference 70

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:a8a2cb2fc06769450c0d4ceabba97db7f149d168c4d7fab90b9d7931dbdef2e3

Observation 6562b225-b9c8-40fc-9b5b-53e6c021dc4a · outbound

This paper cites GLU Variants Improve Transformer.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models GLU Variants Improve Transformer

Reference 71

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local_arxiv, observed 2026-07-04T06:39:37.921215Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:b5cf7ad314f647978b5711be92425a06ababba2f8c611d0ea338529ada311fe7

Observation 25fdad09-1c43-422d-9ec3-48f1f25bc5f4 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Advances in Neural Information Processing Systems , volume=

Reference 72

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:cdb1c11b0ce0cf3d5d8b2f8c09e208b9cc34d014acb6e8a071ccccfe65d0024c

Observation 5195ff90-d5c6-430e-a23a-5c3cccce95a7 · outbound

This paper cites BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models BERT : Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 73

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doi, observed 2026-06-26T14:19:30.697953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:7b83c32262bc4e472ddc52a27520af7ea21553cb5578a99c147b581a5effe176

Observation 57759d0e-ff9b-4137-9326-3d43484fee3b · outbound

This paper cites Fine-tuning pretrained language models: Weight initializations, data orders, and early stopping , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Fine-tuning pretrained language models: Weight initializations, data orders, and early stopping , url =

Reference 74

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:311649551a4b103f490f3118b20383a374139e41de81dab118471b472f3307a4

Observation 374339a5-38c6-4fec-8e11-fd259b76d574 · outbound

This paper cites 2020 , journal =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models 2020 , journal =

Reference 75

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metadata mismatch
doi, observed 2026-06-26T14:19:30.716187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:cb401192f68d914965f0a0c444427ea040c69912b1cb29fa93c455a2322d315e

Observation 5fe2f4e9-8a90-4d8a-9c2e-82a6400f20aa · outbound

This paper cites Linguistic correlation analysis: Discovering salient neurons in deepnlp models , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Linguistic correlation analysis: Discovering salient neurons in deepnlp models , url =

Reference 76

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:a4c2836bbadcd82c42aeeb8b1be3f4375c38da927518c5dddafda547d42f84f1

Observation 13f9e475-b932-4e0b-b5ba-ce4eee2fd717 · outbound

This paper cites A mathematical framework for transformer circuits , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models A mathematical framework for transformer circuits , url =

Reference 77

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:0e81fa40630c1c86e1c06c9a35fba64095c7ad2c1dcf7696db84ddc534cef823

Observation d50d6c69-2df3-4e39-a57d-4115d8a25142 · outbound

This paper cites Softmax linear units , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Softmax linear units , url =

Reference 78

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:460991abc49d35851f0742e6c2de05447be57ed0065a91fc8c5877625cb27d0c

Observation c547d3ae-00d4-4342-9994-123d7d5e0df1 · outbound

This paper cites Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity , url =

Reference 79

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:53600f8ded9d8cd7fd7a58d94db5e0a902ff06b3855fdc7fb88ff7fec38479ae

Observation 042ca056-c8b1-41da-b47a-c82303886e25 · outbound

This paper cites Language-agnostic.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Language-agnostic

Reference 80

Resolution
verified exact
doi, observed 2026-06-26T14:19:30.741268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:5af51b011ef8e88f976d1110a11cc5fc1f384123be3c0edf0cf2f9c927dfd549

Observation 4ea2651c-cd53-4008-9108-5f594a0b4a48 · outbound

This paper cites S im CSE : Simple Contrastive Learning of Sentence Embeddings.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models S im CSE : Simple Contrastive Learning of Sentence Embeddings

Reference 81

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metadata mismatch
doi, observed 2026-06-26T14:19:30.734769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:701896d28c032674ade4a07c56679e8b02cbe1b2bf835b8a6e8107af41e09117

Observation 221e1016-5712-4fd7-878c-db232786af95 · outbound

This paper cites Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Mixture of Cluster-conditional LoRA Experts for Vision-language Instruction Tuning

Reference 82

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arxiv_id, observed 2026-07-04T06:39:37.877359Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:fb22e7ed14bbf9b798eb525513db5818caea846a3ae1128145a3de48272b8527

Observation adc964da-a2d8-4af4-ab60-d6f09e6cb0c2 · outbound

This paper cites MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models MoELoRA: Contrastive Learning Guided Mixture of Experts on Parameter-Efficient Fine-Tuning for Large Language Models

Reference 83

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T06:39:37.811624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:02230dc38d3823690c8e97528f9fa39605f0ae9ee21ebf5c50d8512d7d0b71d7

Observation bd226deb-331f-46ca-a684-ad060f0aed31 · outbound

This paper cites Transformer Feed-Forward Layers Are Key-Value Memories.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Transformer Feed-Forward Layers Are Key-Value Memories

Reference 84

Resolution
verified exact
doi, observed 2026-06-26T14:19:30.734563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:bfb17d193a5526c4c9bedd6380c5f77d8b7825f652d4ae897640cd2e3f6be076

Observation d04f4ab2-d9b1-40d3-bb71-31e294276430 · outbound

This paper cites ChatGPT outperforms crowd workers for text-annotation tasks , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models ChatGPT outperforms crowd workers for text-annotation tasks , url =

Reference 85

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Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:1940dae5eb79239d5780f8c77e0ec5b9b149cccb0b0c8e026304132360d34a29

Observation 502aac20-dc14-491b-91e6-febba00f74d2 · outbound

This paper cites Finding Neurons in a Haystack: Case Studies with Sparse Probing , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Finding Neurons in a Haystack: Case Studies with Sparse Probing , url =

Reference 86

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:e9aaceca130031bd95659e4b9634d42f13be2bccfda8be878c66eccf226ba8ec

Observation a08049b1-2833-473c-84d6-cd4d492d8b1e · outbound

This paper cites Language Models Represent Space and Time , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Language Models Represent Space and Time , url =

Reference 87

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:78d6e7a107e13448a6286933b251f38864a486239460c6c67b3a554c309daca0

Observation 930137dd-f6ad-4be1-ba7f-a0bd1a394e2b · outbound

This paper cites An introduction to variable and feature selection , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models An introduction to variable and feature selection , url =

Reference 88

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:04832a71f01546eb9b5fdc4d66a038d9b2c6bfbfbe452a49533c8d0613e94e61

Observation d85aa150-067d-4436-91ec-4ef442bbc9ee · outbound

This paper cites Dynamic neural networks: A survey , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Dynamic neural networks: A survey , url =

Reference 89

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:a17df76a8c4ccb49547937d9aa9117a49d70cfe4a62cbc439dfe414237987089

Observation ab11f7f6-d4c7-4606-ba40-33a7e91ae75b · outbound

This paper cites The elements of statistical learning: data mining, inference, and prediction , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models The elements of statistical learning: data mining, inference, and prediction , url =

Reference 90

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:fb3d6dd99c9443dc12163772d99d6eef2b46220e29e09618cae7e4fc13ce56ca

Observation 3b64a680-1cbf-4321-8162-0c3c0662b61d · outbound

This paper cites Deberta: decoding-Enhanced Bert with Disentangled Attention , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Deberta: decoding-Enhanced Bert with Disentangled Attention , url =

Reference 91

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:6e345762006a1c139e235e87c31d02827e631948d6d5c2b3428cbc9b1761652e

Observation 00c22979-05d6-480f-8887-21b3c94f0ff1 · outbound

This paper cites Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing , url =

Reference 92

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unresolved
no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:681395e81373a36a785830e7ef8f92dd258322cbc3989d56ee5c6068706a3901

Observation 578128c4-868b-47a4-9cc4-792e981ed46b · outbound

This paper cites Towards a Unified View of Parameter-Efficient Transfer Learning , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Towards a Unified View of Parameter-Efficient Transfer Learning , url =

Reference 93

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:60f611bca0ad7033661ac4c5f28245d3d04176f5ffac6a2c7b3189173f89d393

Observation a7b691e1-ddf2-4c1e-91fd-8bb16b715814 · outbound

This paper cites Decoupled Weight Decay Regularization.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Decoupled Weight Decay Regularization

Reference 94

Resolution
metadata mismatch
local_arxiv, observed 2026-07-04T06:39:37.857833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:999a89f7b9d8a23ee304577ae0cc4829e8836197cd45f71959bf113c23457c50

Observation 962d6b57-df97-4e11-89ec-8cd5067ae98c · outbound

This paper cites Training compute-optimal large language models , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Training compute-optimal large language models , url =

Reference 95

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:dd667e1b4fa6a9172b7611610d127b347802a03197307bfaeb1036921600aaa3

Observation d9bcb587-5ff9-40a5-b719-d24bf199a1ed · outbound

This paper cites Parameter-Efficient Transfer Learning for.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Parameter-Efficient Transfer Learning for

Reference 96

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source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:12334bf0b7aad5c930176c9c597c96134f39c2df2b6e8fd1bd08d1ffe47cae6f

Observation 01fb60c5-da59-4e43-a4c3-6d6487636f9d · outbound

This paper cites In: Gurevych, I., Miyao, Y.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models In: Gurevych, I., Miyao, Y

Reference 97

Resolution
metadata mismatch
doi, observed 2026-06-26T14:19:30.729212Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:4856c49d616a53dc9d2429f09aa7d182c1d86cd2955a61d59674278f203e2ea5

Observation 920871fb-4ba6-4bd0-8b46-79d26a7f967f · outbound

This paper cites Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Hu and Yelong Shen and Phillip Wallis and Zeyuan Allen

Reference 98

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:278e6aa26b2a4f5118de94a32aacd64efe509f98200d215dadb85b013295a75a

Observation 2f7857e1-feef-491c-8ad9-8266c879127f · outbound

This paper cites Deep Recursive Neural Networks for Compositionality in Language , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Deep Recursive Neural Networks for Compositionality in Language , url =

Reference 100

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:5aede69a9c5f3ea21bb094498ce610dff9848ce3b5c8166bcac28919907a9308

Observation 7a53ccc7-5c1a-4515-9e2b-0dbf1fee3df6 · outbound

This paper cites Understanding Convolutional Neural Networks for Text Classification , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Understanding Convolutional Neural Networks for Text Classification , url =

Reference 101

Resolution
verified exact
doi, observed 2026-06-26T14:19:30.766513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:eb99496eda631bfd8894541920e6b2297a23a825441cd8510c11102adc0b3699

Observation bdbe4d74-909d-4bf8-9e02-4000891fdb35 · outbound

This paper cites Bag of Tricks for Efficient Text Classification , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Bag of Tricks for Efficient Text Classification , url =

Reference 102

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no resolver link, observed 2026-06-26T14:18:11.215278Z

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Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:68203ac0d5300a412a547b6587b9ba4fcf0d6d924d4e86f7c5e2b53d5d7d515c

Observation a04b546e-0858-47d1-bc2a-2fc371e8da64 · outbound

This paper cites Scaling laws for neural language models , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Scaling laws for neural language models , url =

Reference 103

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:d085921c4728ba83a700864794c09d2f797e2df5ae5a5a54a1c7735335431f82

Observation fa26666f-95cf-49af-a7d6-a7c1ec423174 · outbound

This paper cites Visualizing and understanding recurrent networks , url =.

Behavioral and Representational Evidence of Binomial Ordering Preferences in Large Language Models Visualizing and understanding recurrent networks , url =

Reference 104

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no resolver link, observed 2026-06-26T14:18:11.215278Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-06-26T14:18:11.215278Z digest=sha256:f6465ce452f9ec373e5db00de9cea5656df4549dd48d1fa31d6b0aaca146d836

Pith citing papers

No inbound Pith citation observations are available.