Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-09T13:46:43.619470Z
Paper Citation Record · LEDGER
Reasoning Bias of Next Token Prediction Training
As of 17 August 2026, this Paper Citation Record lists 67 of 67 outbound references and 2 inbound Pith citation observations for arXiv:2502.02007.
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 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-15T21:05:57.739148Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-15T21:05:57.939113Z
Reference resolution
67 of 67 outbound references displayed
- verified exact5
- verified fuzzy23
- unresolved39
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 908f4876-0b39-4468-b68b-25e6da6230ad · outbound
This paper cites Phi-4 Technical Report.
Reasoning Bias of Next Token Prediction Training Phi-4 Technical Report
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.282422Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0bc3db89-9f45-4529-a4eb-512b5c8a79a6 · outbound
This paper cites and Nagarajan, V.
Reasoning Bias of Next Token Prediction Training and Nagarajan, V
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.818716Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5a091145-20fd-4987-a9f7-37a6a77efe5d · outbound
This paper cites and Giryes, R.
Reasoning Bias of Next Token Prediction Training and Giryes, R
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.803082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 54745b23-35fb-4dec-9396-4dc895cbfc58 · outbound
This paper cites Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation.
Reasoning Bias of Next Token Prediction Training Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.299577Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0fb012e-f872-44c1-b650-21a26278852c · outbound
This paper cites Understanding robustness of transformers for image classification.
Reasoning Bias of Next Token Prediction Training Understanding robustness of transformers for image classification
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.786239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b1e68e2b-b26c-43cb-b507-2af169b07173 · outbound
This paper cites R., Angeli, G., Potts, C., and Manning, C.
Reasoning Bias of Next Token Prediction Training R., Angeli, G., Potts, C., and Manning, C
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.310512Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 64acb6d5-312d-4437-a06c-2ecbe4500664 · outbound
This paper cites Language Models are Few-Shot Learners.
Reasoning Bias of Next Token Prediction Training Language Models are Few-Shot Learners
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.316250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26d82bc1-9b13-477a-b139-85f4720360ab · outbound
This paper cites Dropout as a low-rank regularizer for matrix factorization.
Reasoning Bias of Next Token Prediction Training Dropout as a low-rank regularizer for matrix factorization
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.770532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 72c42146-f7ca-464b-8eeb-13a91c8e4e1c · outbound
This paper cites Transformers as soft reasoners over language.
Reasoning Bias of Next Token Prediction Training Transformers as soft reasoners over language
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.326651Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e1d7fe60-f30a-416f-a531-3f5520c0b2ca · outbound
This paper cites From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step.
Reasoning Bias of Next Token Prediction Training From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.331535Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec8fa746-963f-4ee2-a080-7addc029617f · outbound
This paper cites Reducing Transformer Depth on Demand with Structured Dropout.
Reasoning Bias of Next Token Prediction Training Reducing Transformer Depth on Demand with Structured Dropout
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.336880Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3ed6204-64b0-475a-99a1-9b58e512403f · outbound
This paper cites and Tu, Y.
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.754241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 004c79a9-e648-4a5a-9026-951e34de47d9 · outbound
This paper cites Y., Roziere, B., Lopez-Paz, D., and Synnaeve, G.
Reasoning Bias of Next Token Prediction Training Y., Roziere, B., Lopez-Paz, D., and Synnaeve, G
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.739085Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation dcf418dc-aec7-462a-a395-17c6feb2b8d6 · outbound
This paper cites Training Large Language Models to Reason in a Continuous Latent Space.
Reasoning Bias of Next Token Prediction Training Training Large Language Models to Reason in a Continuous Latent Space
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.351846Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0373d6dc-8f9b-411e-b6a5-e400175c010a · outbound
This paper cites A Law of Next-Token Prediction in Large Language Models.
Reasoning Bias of Next Token Prediction Training A Law of Next-Token Prediction in Large Language Models
Reference 15
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T13:46:44.306519Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 5889224b-91c3-4f62-977f-ef673b0eab86 · outbound
This paper cites What Matters in Transformers? Not All Attention is Needed.
Reasoning Bias of Next Token Prediction Training What Matters in Transformers? Not All Attention is Needed
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.362438Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 42335d35-d8bc-4683-8f70-55e86a492a40 · outbound
This paper cites Pretrained transformers improve out-of-distribution robustness.
Reasoning Bias of Next Token Prediction Training Pretrained transformers improve out-of-distribution robustness
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.367522Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 80767613-99e7-4bfa-9773-0c646eae34da · outbound
This paper cites and Schmidhuber, J.
Reasoning Bias of Next Token Prediction Training and Schmidhuber, J
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.724058Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d3608fce-dd3f-4a81-94ca-1d129db31b3e · outbound
This paper cites NEFTune: Noisy Embeddings Improve Instruction Finetuning.
Reasoning Bias of Next Token Prediction Training NEFTune: Noisy Embeddings Improve Instruction Finetuning
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.378061Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fdeedeed-ec45-46a3-90c1-5753574ac00b · outbound
This paper cites S., Mudigere, D., Nocedal, J., Smelyanskiy, M., and Tang, P.
Reasoning Bias of Next Token Prediction Training S., Mudigere, D., Nocedal, J., Smelyanskiy, M., and Tang, P
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.383548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d34e9dcb-e86e-48a9-8da7-8b7bdf6dbfce · outbound
This paper cites N., Hellmann, S., Morsey, M., Van Kleef, P., Auer, S., et al.
Reasoning Bias of Next Token Prediction Training N., Hellmann, S., Morsey, M., Van Kleef, P., Auer, S., et al
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.697997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation a0bf94c7-c237-48c6-9fb2-05d1b59d2d50 · outbound
This paper cites J., Xing, E., and Caruana, R.
Reasoning Bias of Next Token Prediction Training J., Xing, E., and Caruana, R
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.681991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 599dc58c-32e0-4abc-9f01-e43c660afdad · outbound
This paper cites DropKey.
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.398762Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 045c0bc8-f000-49af-bbff-6e95ce11acf6 · outbound
This paper cites Challenging large language models with new tasks: A study on their adaptability and robustness.
Reasoning Bias of Next Token Prediction Training Challenging large language models with new tasks: A study on their adaptability and robustness
Reference 24
- Resolution
- verified exact
- doi, observed 2026-08-09T13:46:43.800168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ce9ae42e-ea01-4df8-91f7-653a262e3cbd · outbound
This paper cites Visualizing the loss landscape of neural nets.
Reasoning Bias of Next Token Prediction Training Visualizing the loss landscape of neural nets
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.665175Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 71f357b0-9897-4fb4-9bc3-24524f166e75 · outbound
This paper cites E., Singh Rawat, A., and Oymak, S.
Reasoning Bias of Next Token Prediction Training E., Singh Rawat, A., and Oymak, S
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.648043Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 638fbb91-2244-4cfb-bbf0-bd7c71d5aa05 · outbound
This paper cites Rho-1: Not All Tokens Are What You Need.
Reasoning Bias of Next Token Prediction Training Rho-1: Not All Tokens Are What You Need
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.418162Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb035bc5-c676-4945-be4e-7ed6c8263df2 · outbound
This paper cites M., Li, Z., and Ma, T.
Reasoning Bias of Next Token Prediction Training M., Li, Z., and Ma, T
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.632706Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 405bb9c5-4ebb-4351-829a-b8ec1772e82f · outbound
This paper cites and Ying, L.
Reasoning Bias of Next Token Prediction Training and Ying, L
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.616824Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 2ea55aa7-4095-49a2-8ac6-d49fba158f4d · outbound
This paper cites Next-token prediction capacity: general upper bounds and a lower bound for transformers, 2024.
Reasoning Bias of Next Token Prediction Training Next-token prediction capacity: general upper bounds and a lower bound for transformers, 2024
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.433208Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f18b2ec-3d31-4193-9860-5a52fe1ae1bb · outbound
This paper cites On the implicit bias of dropout.
Reasoning Bias of Next Token Prediction Training On the implicit bias of dropout
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.601307Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 53d00bd4-9b33-4657-b951-5a431f8cafe1 · outbound
This paper cites Pretrained Transformers Do not Always Improve Robustness.
Reasoning Bias of Next Token Prediction Training Pretrained Transformers Do not Always Improve Robustness
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-09T13:46:44.127239Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 128a33fd-553f-42f0-a89e-e447c3a3bb11 · outbound
This paper cites and Samwald, M.
Reasoning Bias of Next Token Prediction Training and Samwald, M
Reference 33
- Resolution
- verified exact
- doi, observed 2026-08-09T13:46:43.783504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 79db3ce0-125d-490e-9828-df83de123781 · outbound
This paper cites Power-law escape rate of SGD.
Reasoning Bias of Next Token Prediction Training Power-law escape rate of SGD
Reference 34
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36c2b9ac-3e90-46a9-8e47-10777162b5a6 · outbound
This paper cites LogicInference: A New Dataset for Teaching Logical Inference to seq2seq Models.
Reasoning Bias of Next Token Prediction Training LogicInference: A New Dataset for Teaching Logical Inference to seq2seq Models
Reference 35
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- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 991996d3-8a7c-4857-b014-46ed8f8781cc · outbound
This paper cites and Narasimhan, K.
Reasoning Bias of Next Token Prediction Training and Narasimhan, K
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.584285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7cbfafc1-b7aa-4038-b36f-4521b0666e6d · outbound
This paper cites Language models are unsupervised multitask learners.
Reasoning Bias of Next Token Prediction Training Language models are unsupervised multitask learners
Reference 37
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d24bcdc6-d40d-449b-b2bd-fdd6d1898055 · outbound
This paper cites R obust LR : A diagnostic benchmark for evaluating logical robustness of deductive reasoners.
Reasoning Bias of Next Token Prediction Training R obust LR : A diagnostic benchmark for evaluating logical robustness of deductive reasoners
Reference 38
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1242e8b6-90c7-41f1-a5a8-e94f5255b8ed · outbound
This paper cites and He, H.
Reference 39
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Unavailable: canonical work link unavailable.
Observation e0def47a-ad1f-4840-9711-164b47e0c829 · outbound
This paper cites Stepgame: A new benchmark for robust multi-hop spatial reasoning in texts.
Reasoning Bias of Next Token Prediction Training Stepgame: A new benchmark for robust multi-hop spatial reasoning in texts
Reference 40
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 03ca9248-61bf-40b2-8d41-56918fad7417 · outbound
This paper cites an unresolved cited work.
Reasoning Bias of Next Token Prediction Training Unresolved cited work
Reference 41
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 50ab1b23-a4ab-427b-86b2-c90363ac2245 · outbound
This paper cites P roof W riter: Generating implications, proofs, and abductive statements over natural language.
Reasoning Bias of Next Token Prediction Training P roof W riter: Generating implications, proofs, and abductive statements over natural language
Reference 42
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- unresolved
- no resolver link, observed 2026-08-09T13:46:43.495140Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d6c2844-7d4b-412d-b39f-f2f929cb2d8d · outbound
This paper cites Memorisation versus generalisation in pre-trained language models.
Reasoning Bias of Next Token Prediction Training Memorisation versus generalisation in pre-trained language models
Reference 43
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- no resolver link, observed 2026-08-09T13:46:43.500250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d0b59b2-752d-417e-a8e7-4396418c8023 · outbound
This paper cites Implicit optimization bias of next-token prediction in linear models.
Reasoning Bias of Next Token Prediction Training Implicit optimization bias of next-token prediction in linear models
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.547038Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9104245d-a585-445a-9e04-f9e73cdc3f99 · outbound
This paper cites An empirical study on robustness to spurious correlations using pre-trained language models.
Reasoning Bias of Next Token Prediction Training An empirical study on robustness to spurious correlations using pre-trained language models
Reference 45
- Resolution
- verified exact
- doi, observed 2026-08-09T13:46:43.713990Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4d3139d1-8c38-47b7-a762-b88b682e82df · outbound
This paper cites L ogic A sker: Evaluating and improving the logical reasoning ability of large language models.
Reasoning Bias of Next Token Prediction Training L ogic A sker: Evaluating and improving the logical reasoning ability of large language models
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.514920Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9d3daf19-287c-4f20-aa3b-8b685bcc4b2b · outbound
This paper cites Are large language models really robust to word-level perturbations? In Socially Responsible Language Modelling Research, 2023.
Reasoning Bias of Next Token Prediction Training Are large language models really robust to word-level perturbations? In Socially Responsible Language Modelling Research, 2023
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.529595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cc99b161-f150-445d-a9f1-c18593e4f879 · outbound
This paper cites The implicit and explicit regularization effects of dropout.
Reasoning Bias of Next Token Prediction Training The implicit and explicit regularization effects of dropout
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.513937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 0448aee8-c29c-46bb-825d-985cba3b0ada · outbound
This paper cites Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks.
Reasoning Bias of Next Token Prediction Training Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.529135Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7fcd35b3-2ada-4779-b3dc-6ee73103d0c0 · outbound
This paper cites On the noisy gradient descent that generalizes as sgd.
Reasoning Bias of Next Token Prediction Training On the noisy gradient descent that generalizes as sgd
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.496363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 21ebed3d-a2d9-431a-a33c-299eba61061f · outbound
This paper cites How sgd selects the global minima in over-parameterized learning: A dynamical stability perspective.
Reasoning Bias of Next Token Prediction Training How sgd selects the global minima in over-parameterized learning: A dynamical stability perspective
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.480659Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e45537e8-832f-4ceb-9a8b-bfad031b41e3 · outbound
This paper cites UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost.
Reasoning Bias of Next Token Prediction Training UniDrop: A Simple yet Effective Technique to Improve Transformer without Extra Cost
Reference 52
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.544075Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 87d8e884-4966-49fa-aae4-9ba4027f9c3c · outbound
This paper cites D., and Potts, C.
Reasoning Bias of Next Token Prediction Training D., and Potts, C
Reference 53
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93be4192-acd6-4e66-9346-1ba25f5a8a5f · outbound
This paper cites A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient Descent Exponentially Favors Flat Minima.
Reasoning Bias of Next Token Prediction Training A Diffusion Theory For Deep Learning Dynamics: Stochastic Gradient Descent Exponentially Favors Flat Minima
Reference 54
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- no resolver link, observed 2026-08-09T13:46:43.554031Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ef9ae870-53ef-4629-90b6-895e2c03ed87 · outbound
This paper cites URL http://www.yelp.com/ dataset_challenge.
Reasoning Bias of Next Token Prediction Training URL http://www.yelp.com/ dataset_challenge
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.465135Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation ffb8e00d-fa33-4783-b3d8-65f358a901f5 · outbound
This paper cites InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning.
Reasoning Bias of Next Token Prediction Training InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.563724Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c837e3f2-6754-489a-a334-e4e3b937e06f · outbound
This paper cites Natural language reasoning, a survey.
Reasoning Bias of Next Token Prediction Training Natural language reasoning, a survey
Reference 57
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.568890Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7752d722-275c-47e2-a23a-c363ea5c1b53 · outbound
This paper cites DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks.
Reasoning Bias of Next Token Prediction Training DropAttention: A Regularization Method for Fully-Connected Self-Attention Networks
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.573794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b913036-4a56-4b15-87c9-92fa484ac6e2 · outbound
This paper cites Dropdim: A regularization method for transformer networks.
Reasoning Bias of Next Token Prediction Training Dropdim: A regularization method for transformer networks
Reference 59
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.579115Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 74d55690-5c9c-4951-b325-91bfac772083 · outbound
This paper cites H., Meng, T., Chang, K.-W., and Van den Broeck, G.
Reasoning Bias of Next Token Prediction Training H., Meng, T., Chang, K.-W., and Van den Broeck, G
Reference 60
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.583817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 33ebdccc-6c5d-42b1-8b4f-0d681e7bd3f0 · outbound
This paper cites and Xu, Z.-Q.
Reasoning Bias of Next Token Prediction Training and Xu, Z.-Q
Reference 61
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.588944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f61a50ba-e91a-4684-979c-b1dcc1ae298b · outbound
This paper cites Stochastic Modified Equations and Dynamics of Dropout Algorithm.
Reasoning Bias of Next Token Prediction Training Stochastic Modified Equations and Dynamics of Dropout Algorithm
Reference 62
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.594201Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98a53005-a589-4721-9d72-b65c5d036bc9 · outbound
This paper cites Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing.
Reasoning Bias of Next Token Prediction Training Initialization is Critical to Whether Transformers Fit Composite Functions by Reasoning or Memorizing
Reference 63
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.599362Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bc20519d-1dad-4b65-ae7c-c7d1f8a0e807 · outbound
This paper cites Anchor function: a type of benchmark functions for studying language models.
Reasoning Bias of Next Token Prediction Training Anchor function: a type of benchmark functions for studying language models
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.604752Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddbdd9be-60e5-4cbb-8e00-b098c371f2df · outbound
This paper cites Implicit geometry of next-token prediction: From language sparsity patterns to model representations.
Reasoning Bias of Next Token Prediction Training Implicit geometry of next-token prediction: From language sparsity patterns to model representations
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.440791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9675f5f-907b-4fcc-814f-96896e1c0ded · outbound
This paper cites Scheduled D rop H ead: A regularization method for transformer models.
Reasoning Bias of Next Token Prediction Training Scheduled D rop H ead: A regularization method for transformer models
Reference 66
- Resolution
- unresolved
- no resolver link, observed 2026-08-09T13:46:43.614551Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30af6bad-2d3a-4fcf-9b1f-dc57d4457767 · outbound
This paper cites The anisotropic noise in stochastic gradient descent: Its behavior of escaping from sharp minima and regularization effects.
Reasoning Bias of Next Token Prediction Training The anisotropic noise in stochastic gradient descent: Its behavior of escaping from sharp minima and regularization effects
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-09T13:46:44.424735Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation 7fa8fe6c-a3ce-45af-9b93-81c736ac7eb3 · inbound
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms cites this paper.
On Next-Token Prediction in LLMs: How End Goals Determine the Consistency of Decoding Algorithms Reasoning Bias of Next Token Prediction Training
Reference 17
- Resolution
- verified exact
- local_arxiv, observed 2026-08-15T21:05:57.943965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 291098ac-6303-4e3b-9c1c-f6473047bec8 · inbound
Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay cites this paper.
Weight-norm Criticality: A Mechanism for Loss Spikes Induced by the Normalization and Weight Decay Reasoning Bias of Next Token Prediction Training
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T08:50:43.217179Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.