Paper Citation Record · LEDGER

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning

As of 14 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2605.05495.

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

pith.paper-citation-record.v1
2605.05495 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-08T16:42:08.322419Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

20 of 20 outbound references displayed

verified exact16
verified fuzzy2
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b4665bcb-eff3-4473-b60b-c9e4fc7bd989 · outbound

This paper cites Physics of Language Models: Part 1, Learning Hierarchical Language Structures.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Physics of Language Models: Part 1, Learning Hierarchical Language Structures

Reference 1

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.563177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 73de5cce-f20d-4c9a-853d-5c5d78d99cd7 · outbound

This paper cites Disentangling and Integrating Relational and Sensory Information in Transformer Architectures.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Disentangling and Integrating Relational and Sensory Information in Transformer Architectures

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.433030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 02de57e5-a93d-485a-a974-ca1924d45fdf · outbound

This paper cites Neural Machine Translation by Jointly Learning to Align and Translate.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Neural Machine Translation by Jointly Learning to Align and Translate

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-05-11T18:06:05.345392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation b4f0c6ac-6a44-4be3-9164-60a16e1e4286 · outbound

This paper cites Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Dynamic Transformer Architecture for Continual Learning of Multimodal Tasks

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.504937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 87add8e7-366a-4994-9305-3d37125c21e7 · outbound

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

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 5

Resolution: verified exact; local_arxiv, observed 2026-05-11T18:06:05.462190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 341aa275-f4d8-45f5-923f-a1022fab8467 · outbound

This paper cites 13 Subhash Kantamneni, Ziming Liu, and Max Tegmark.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning 13 Subhash Kantamneni, Ziming Liu, and Max Tegmark

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-08T16:48:28.817065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 80ec1aef-115c-4617-a8ef-b136d0249ff6 · outbound

This paper cites Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:06:05.480346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3c616a9f-8267-49af-93ef-7e3c908a243d · outbound

This paper cites When can transformers compositionally generalize in-context?.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning When can transformers compositionally generalize in-context?

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.399899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 20568e4b-2ddd-462a-bd6c-dba3440c40c1 · outbound

This paper cites Revealing the Dark Secrets of BERT.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Revealing the Dark Secrets of BERT

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.386252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ce6cfcde-8d78-4fbc-a12d-d6465e1bde54 · outbound

This paper cites ALBERT: A Lite BERT for Self-supervised Learning of Language Representations.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-13T12:26:58.164513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 69a49cc2-6d49-4482-82aa-1950d39b2108 · outbound

This paper cites Lifelong Learning Metrics.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Lifelong Learning Metrics

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.409977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6ebf0876-a8a5-4663-813a-c9d0a2168dd7 · outbound

This paper cites Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Compositional Capabilities of Autoregressive Transformers: A Study on Synthetic, Interpretable Tasks

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.445599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1654c867-f83e-4053-81db-df7849511d8b · outbound

This paper cites Progressive Neural Networks.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Progressive Neural Networks

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-12T16:15:26.375551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0c16ae1d-87f2-4027-b858-8672313cc823 · outbound

This paper cites Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.424646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation db95e6fe-35b0-4dd0-9d6f-edc70e1039b2 · outbound

This paper cites Continual Learning for Large Language Models: A Survey.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Continual Learning for Large Language Models: A Survey

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.490509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1796f0f4-2d41-40d4-b634-9a303d3e2c54 · outbound

This paper cites Investigating Continual Pretraining in Large Language Models: Insights and Implications.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Investigating Continual Pretraining in Large Language Models: Insights and Implications

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T18:06:05.545554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 288067a0-e632-4f7f-8c1d-2cf92699275d · outbound

This paper cites Improving Vision Transformers for Incremental Learning.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Improving Vision Transformers for Incremental Learning

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.514068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ab681916-76bc-419e-9cc7-bb0a8c63ad67 · outbound

This paper cites Unveiling Transformers with LEGO: a synthetic reasoning task.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning Unveiling Transformers with LEGO: a synthetic reasoning task

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:06:05.525170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 05db49d9-aa2a-4fcc-b2e9-13832eb13a7f · outbound

This paper cites elements.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning elements

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:27:07.661843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 177fb5a1-0383-480a-8a7d-4beaa1a115bf · outbound

This paper cites The batch size was set to500.

Shortcut Solutions Learned by Transformers Impair Continual Compositional Reasoning The batch size was set to500

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-26T09:27:07.665634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Pith citing papers

No inbound Pith citation observations are available.