Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey | Paper Citation Record

Observation 8df9f448-3702-4f32-85d2-c6dca58e0821 · outbound

This paper cites Interpreting token compositionality in LLMs: A robustness analysis.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Interpreting token compositionality in LLMs: A robustness analysis

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.846433Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4db19b59-d9a9-4c6b-9140-c3777bbb7f90 · outbound

This paper cites Measuring Compositionality in Representation Learning.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Measuring Compositionality in Representation Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.852162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7496347e-4a8e-4cc2-abe5-3465e0941370 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.858098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a91e92cb-7923-453a-abfc-91f69375aca1 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.862166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3a7a4f98-da99-41b4-a2e7-8d3a04a61eef · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.866765Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42fd4ebd-df5a-4439-981d-f4593fdef040 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.871105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95fa471e-8ba8-46fa-a090-719bc1c6bf47 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.878015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcf19a0b-ff5a-4e1c-a913-b5275653dd66 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.883408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea15165b-9ae3-4bf7-b54b-ee57bcfb2e1c · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.889432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c5274d-1134-41a8-a01a-e94f67ae4c66 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 10

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:46:21.566097Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e20b2f40-4782-4bad-85a3-161b3734b959 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 11

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.921675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e032ebda-c7da-48b7-b89e-407d584bcbda · outbound

This paper cites On the Measure of Intelligence.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey On the Measure of Intelligence

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.903366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22947bed-7946-4947-9773-c505fc06241d · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.915489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4499161-ba5f-455c-bdc5-293c52154570 · outbound

This paper cites Mathematical Foundations for a Compositional Distributional Model of Meaning.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Mathematical Foundations for a Compositional Distributional Model of Meaning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.919937Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a04a76db-5b48-4782-81a3-7a50660fd2a9 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.925792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9430cdf4-6f22-4e3a-94b9-f3991d43022c · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.930866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1668363a-e6ef-471e-95ae-109948f144ef · outbound

This paper cites Sparse Autoencoders Find Highly Interpretable Features in Language Models.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Sparse Autoencoders Find Highly Interpretable Features in Language Models

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.935605Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 295ae00c-d6a5-4681-9fa6-ba5715b93b77 · outbound

This paper cites The paradox of the compositionality of natural language: a neural machine translation case study.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey The paradox of the compositionality of natural language: a neural machine translation case study

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.940143Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d575c087-d061-4e60-8281-7bbc04cb8a4e · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.944630Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b93d39a2-ecc7-43d8-938d-05b4d4e4d291 · outbound

This paper cites Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.950304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 094eee69-b514-4315-a4a9-affe371bd47d · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.954065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 942fef18-cc81-424f-8f37-c38e07d7306e · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.957981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 550b195d-12f8-4e62-94b5-1d0300aba4ed · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.962035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de040995-ec5d-4026-b4d8-7ae88e8c6a44 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.862878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2a1c282c-f411-4589-b49d-d3139c84d6b1 · outbound

This paper cites Wasserman, and Michael E.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Wasserman, and Michael E

Reference 25

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.849623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 49ae70a3-1479-4412-9ea1-6ca68e4c0b49 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 26

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.835020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b91b13bc-f4ed-4013-95de-053da02c6c64 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.979962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d57730b-6990-414d-9195-52184daa94dc · outbound

This paper cites How do Language Models Bind Entities in Context?.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey How do Language Models Bind Entities in Context?

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.983655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ebe9138-d443-4540-90d6-afc35e9e6479 · outbound

This paper cites McLaughlin.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey McLaughlin

Reference 29

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.811305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c8c73bdd-1637-4d25-b713-60fa6dca42ca · outbound

This paper cites Fodor and Zenon W.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Fodor and Zenon W

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.991618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e5eaf91-3124-4755-afd5-760f761f029e · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.995288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23105462-d193-4c0b-9f51-f0ad789e3e41 · outbound

This paper cites Pullum, and Ivan A.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Pullum, and Ivan A

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:19.999304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e22f2a9-2946-48d6-9c85-d6c9dce07e46 · outbound

This paper cites Wichmann.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Wichmann

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.005830Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 075c5aa0-6253-4689-89bf-9bf6faa69c42 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.011396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0309a523-9316-4d98-ab63-e4b51466e575 · outbound

This paper cites On the Binding Problem in Artificial Neural Networks.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey On the Binding Problem in Artificial Neural Networks

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.015823Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d40b563e-8c0c-480b-907b-a4110b509123 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.020586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff5793ba-46dc-4054-94e5-29d89ae88853 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 37

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.771514Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cd94cf24-6875-410b-868e-89092a202d4a · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 38

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.755742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation abef47c5-181c-4504-a934-d163c2d9daed · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.034916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cb4ddf4-8e1d-4f87-b71d-d26ae45d547f · outbound

This paper cites Compositionality decomposed: how do neural networks generalise?.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Compositionality decomposed: how do neural networks generalise?

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.039545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32d20599-fc15-4136-960a-986ce20c9f89 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.044229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 278c24f4-fc3b-4830-ac80-0cde09c1eb68 · outbound

This paper cites Lawrence Zitnick, and Ross Girshick.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Lawrence Zitnick, and Ross Girshick

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.050345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e0385ff-48e4-41f7-b4b6-7fe1d47d474c · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.055631Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5dc602d-c4ce-4314-8bde-fa082bf505b3 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.059606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa7e899-469a-4eec-b492-b7f101636d04 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.066340Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4ec127f-7b6e-412e-a59a-69f674f12dac · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.069982Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2f00c04b-4ce1-42ab-ac65-b59b3532d241 · outbound

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

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey When can transformers compositionally generalize in-context?

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.073972Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90d56449-2d00-4d27-bae9-a67bb1d2027f · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.079783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 007990da-acd3-40f0-8406-93c913d30ded · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 50

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.698535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f6cdaf47-71a0-403c-a218-ae560e758698 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 51

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.681915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e45937a-2a1c-4ca3-8720-d264a725fbb4 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.091385Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 916ad3b6-cd43-4b7b-a186-0905c66437bf · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.095642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa5136ea-e474-4262-9704-c6ce7250c71b · outbound

This paper cites Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Emergent World Representations: Exploring a Sequence Model Trained on a Synthetic Task

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.099522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40aac74b-9b91-4d41-bdc5-8b550a071238 · outbound

This paper cites Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Systematic Generalization and Emergent Structures in Transformers Trained on Structured Tasks

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:46:20.647636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c812ac8a-a853-44f1-82c4-7f4b4de44df5 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.107483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e25d25b1-7770-47ee-b325-b03c000cb6b8 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.112609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99ffc75-a9b2-408c-939e-349e55dfd038 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.879178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a431cd65-f2ee-48bd-9eb0-89734b8d9695 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.121338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15c00420-a26b-430e-b2a4-6e747bf619dd · outbound

This paper cites The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.128016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 462750a6-ba49-4f11-8382-07cfcf655124 · outbound

This paper cites Thomas McCoy, Tal Linzen, Ewan Dunbar, and Paul Smolensky.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Thomas McCoy, Tal Linzen, Ewan Dunbar, and Paul Smolensky

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:46:21.865410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f80e421-6659-40fa-bd88-8e3e75455203 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.138964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fba8bb3-f61e-43e8-b49b-edba9c029b30 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.144240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a3a8214-6db7-4854-8c46-91ef7b765378 · outbound

This paper cites The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey The ConceptARC Benchmark: Evaluating Understanding and Generalization in the ARC Domain

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.148999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a388cbc4-65e3-4248-a348-4ebebf3db623 · outbound

This paper cites Emergent Linear Representations in World Models of Self-Supervised Sequence Models.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Emergent Linear Representations in World Models of Self-Supervised Sequence Models

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.154656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ae17e74-15d5-4fd4-8879-e8a83ab88195 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.851068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bb81c809-2dc4-4273-82b9-8ff78a56b867 · outbound

This paper cites Evaluating Understanding on Conceptual Abstraction Benchmarks.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Evaluating Understanding on Conceptual Abstraction Benchmarks

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:46:21.125224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation aee08c42-6778-416b-ab9f-fb27377f5d10 · outbound

This paper cites Dick, and Hidenori Tanaka.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Dick, and Hidenori Tanaka

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T10:46:21.836357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91870c56-8b53-4019-8486-e906ae51be85 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 69

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.822991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 47fc74c4-6ac3-4705-8e64-99d78739e6db · outbound

This paper cites Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of Abstraction.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Analogical Reasoning Inside Large Language Models: Concept Vectors and the Limits of Abstraction

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.180361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e9f7448-45fc-45e2-9855-7e210d34513b · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 71

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.807274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a80e0cfc-cacc-43c7-b45b-3f7b4107e17f · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 72

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.574230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f019f14-ad43-4a12-8a66-ea4d59dfb072 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.196875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db41bcc3-c6a6-471f-aaba-676ea1db24e1 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 74

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.558139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22c803d4-50a2-4811-a4e3-f1f66259b830 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.207332Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8403a37-66a1-4c3a-8ba5-15246138393c · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.213632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b0d201d-db92-431d-97e9-c34c11903386 · outbound

This paper cites Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Probing the Probing Paradigm: Does Probing Accuracy Entail Task Relevance?

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.220691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 572319f3-379f-4a96-84b1-ee7f50c1e5f3 · outbound

This paper cites From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey From Frege to chatGPT: Compositionality in language, cognition, and deep neural networks

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.225794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59abbf5d-6dd6-4e8c-be50-57a03e2f5504 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 79

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.792799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3125551d-f950-4621-9657-88fd7da91e90 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 80

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.775935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8c918ca0-37ad-4364-b348-98a8cb82979e · outbound

This paper cites Open Problems in Mechanistic Interpretability.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Open Problems in Mechanistic Interpretability

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.241685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e45f8ec-6b4e-4937-9bfa-aa0f2837a27e · outbound

This paper cites Compositional Generalization Across Distributional Shifts with Sparse Tree Operations.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Compositional Generalization Across Distributional Shifts with Sparse Tree Operations

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-08-07T10:46:21.045056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 80683c1e-23cf-4fbc-9017-d5523300e698 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 83

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.496357Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3bd90195-6cfe-4987-adde-89d077505727 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 84

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.761906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 027bf89d-92ee-428a-bb94-224050401d83 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.262658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b931688-6b30-48e1-8993-044eb76ba53d · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.266842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adb9f04a-6a0a-4a70-9c9c-10284187c21d · outbound

This paper cites What do you learn from context? Probing for sentence structure in contextualized word representations.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey What do you learn from context? Probing for sentence structure in contextualized word representations

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.273082Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ed875dc-6f6e-41cb-984d-2e25ae109eb9 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 88

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.747452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a7356dc4-ce21-4f98-957f-169fcffbb10a · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 89

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.448817Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b4b3c79d-7d7a-4011-88cf-67d42472d4cf · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.287845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d29088bc-42e0-4a76-8bb7-9ecaf5ff86fd · outbound

This paper cites Function Vectors in Large Language Models.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Function Vectors in Large Language Models

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.293292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a50c442e-8f63-4ca0-a430-91d4ad66a118 · outbound

This paper cites Evaluating the World Model Implicit in a Generative Model.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Evaluating the World Model Implicit in a Generative Model

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.298403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26bd482c-9807-4db2-81b8-87604ce0cea1 · outbound

This paper cites Relational Composition in Neural Networks: A Survey and Call to Action.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Relational Composition in Neural Networks: A Survey and Call to Action

Reference 93

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.304104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afeaf62c-bc11-4e6c-8cdb-25db8f38eb85 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 94

Resolution: verified exact; raw_fallback, observed 2026-08-07T10:46:21.269855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ef17fd5b-ab45-4940-8fb0-a001afab59d2 · outbound

This paper cites Manning, and Christopher Potts.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Manning, and Christopher Potts

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.314372Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5e323dd-157d-4d3f-b1d3-fb008e287ca6 · outbound

This paper cites Young and Edward A.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Young and Edward A

Reference 96

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.390915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 65e1bbc3-174c-4a5c-a77b-031471be326d · outbound

This paper cites Young and Edward A.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Young and Edward A

Reference 97

Resolution: verified exact; doi, observed 2026-08-07T10:46:20.375609Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d54a5a6a-9a39-4895-9524-7f906d150024 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 98

Resolution: unresolved; raw_fallback, observed 2026-08-07T10:46:21.728724Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 87ef7b86-e1f3-4df7-ac93-a49aa2286680 · outbound

This paper cites an unresolved cited work.

Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey Unresolved cited work

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-07T10:46:20.336650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers