Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-10T05:16:21.592833Z
Paper Citation Record · LEDGER
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction
As of 6 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2604.18328.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
15 of 15 outbound references displayed
- verified exact4
- verified fuzzy8
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch3
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation e2bcd2cb-119b-45a9-912e-bfaef5fc5abb · outbound
This paper cites S em E val-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction S em E val-2026 Task 11: Disentangling Content and Formal Reasoning in Large Language Models
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.889325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 02f2d824-007f-4ed2-bfc2-4be3f747c856 · outbound
This paper cites Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Reasoning Circuits in Language Models: A Mechanistic Interpretation of Syllogistic Inference
Reference 2
- Resolution
- verified exact
- doi, observed 2026-05-10T05:20:54.624895Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fedbec89-50ee-443d-8763-5e43dc31657f · outbound
This paper cites Language models show human-like content effects on reasoning tasks.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Language models show human-like content effects on reasoning tasks
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T09:28:39.363937Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a45c76d-e125-4ae8-a1f6-2a907d942679 · outbound
This paper cites A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction A Systematic Analysis of Large Language Models as Soft Reasoners: The Case of Syllogistic Inferences
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.908795Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 69e5d899-2b60-4257-9bca-e9dc9a93b720 · outbound
This paper cites A systematic comparison of syllogistic reasoning in humans and language models.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction A systematic comparison of syllogistic reasoning in humans and language models
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.911985Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b3f7e5f3-c6c0-44a2-8d80-2a9a9f87ea34 · outbound
This paper cites S yllo B io- NLI : Evaluating Large Language Models on Biomedical Syllogistic Reasoning.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction S yllo B io- NLI : Evaluating Large Language Models on Biomedical Syllogistic Reasoning
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.904780Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation eba1bdb4-95e3-471d-b94b-83ff0470abf2 · outbound
This paper cites Exploring reasoning biases in large language models through syllogism: Insights from the N eu BAROCO dataset.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Exploring reasoning biases in large language models through syllogism: Insights from the N eu BAROCO dataset
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.901467Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5ea353dd-63bf-4caf-aef4-240de1a26c39 · outbound
This paper cites Improving chain-of-thought reasoning via quasi-symbolic abstractions.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Improving chain-of-thought reasoning via quasi-symbolic abstractions
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.892860Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e4ecd9da-a918-4ac1-a97f-21c5287a5e72 · outbound
This paper cites A Neurosymbolic Approach to Natural Language Formalization and Verification.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction A Neurosymbolic Approach to Natural Language Formalization and Verification
Reference 9
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-15T01:20:49.585649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 687a85eb-be47-463d-b22f-4622003f44cc · outbound
This paper cites Z3 : An Efficient SMT Solver.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Z3 : An Efficient SMT Solver
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.895623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ab20b628-b9af-4509-a0ca-2d6a06f78673 · outbound
This paper cites In Findings of the Association for Computational Linguistics: ACL 2024, pages 16063– 16077.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction In Findings of the Association for Computational Linguistics: ACL 2024, pages 16063– 16077
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-10T09:28:39.366363Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b1ec066d-ba24-43f9-8fc1-b00e95ed693e · outbound
This paper cites Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-10T09:28:39.358954Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 520201e8-8f4e-4b68-a7ff-572a6848e103 · outbound
This paper cites and Gu, Alex and Lipkin, Benjamin and Zhang, Cedegao E.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction and Gu, Alex and Lipkin, Benjamin and Zhang, Cedegao E
Reference 13
- Resolution
- verified exact
- doi, observed 2026-05-10T05:20:54.622995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 500d5eb1-b5a2-45f2-8439-3a367df30860 · outbound
This paper cites Findings of the Association for Computational Linguistics: EMNLP 2023 , year =.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction Findings of the Association for Computational Linguistics: EMNLP 2023 , year =
Reference 14
- Resolution
- metadata mismatch
- doi, observed 2026-05-10T05:20:54.626830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1a436b0c-bf3e-47bd-b23e-b0ed57210950 · outbound
This paper cites VERAFI : Verified Agentic Financial Intelligence through Neurosymbolic Policy Generation.
FregeLogic at SemEval 2026 Task 11: A Hybrid Neuro-Symbolic Architecture for Content-Robust Syllogistic Validity Prediction VERAFI : Verified Agentic Financial Intelligence through Neurosymbolic Policy Generation
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T21:35:40.898591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
No inbound Pith citation observations are available.