Paper Citation Record · LEDGER

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering

As of 8 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2506.01474.

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

pith.paper-citation-record.v1
2506.01474 v1

Coverage vector

measured 51 of 51 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:47:50.176681Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

51 of 51 outbound references displayed

verified exact3
verified fuzzy4
unresolved44
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f6983ea6-c7a9-4eba-aae7-991559b359fa · outbound

This paper cites online" 'onlinestring :=.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.267509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe34d8b-83a4-4584-a5ae-8a705cb51f96 · outbound

This paper cites write newline.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.294071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f33ae3-af56-4ea0-8fba-c03f3ea8023c · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.689747Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8b3250de-04bb-4c05-a006-fead6c3ff312 · outbound

This paper cites The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering The Integration of Connectionism and First-Order Knowledge Representation and Reasoning as a Challenge for Artificial Intelligence

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:47:50.736029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b54337a7-2f13-4943-81bd-a9ddc7108038 · outbound

This paper cites LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering LLMs instead of Human Judges? A Large Scale Empirical Study across 20 NLP Evaluation Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.419950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8acb503-7a4d-41f9-af4d-5425e9adea8c · outbound

This paper cites Bender, Timnit Gebru, Angelina McMillan-Major, and Margaret Mitchell.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Bender, Timnit Gebru, Angelina McMillan-Major, and Margaret Mitchell

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.452196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d4e1fa87-807e-4788-a5e8-53b84b88c8b7 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.663121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5781c4ca-1347-4b2f-9286-a3aa0e98eb95 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.629118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ce4912c0-e7b0-4c4f-b925-12c59b8e191e · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.607324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fee1fc90-5a2b-48d0-8b7a-d830ea5935c5 · outbound

This paper cites Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Structured, flexible, and robust: benchmarking and improving large language models towards more human-like behavior in out-of-distribution reasoning tasks

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.602619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84303783-96fa-44ce-a897-7b7db82d5712 · outbound

This paper cites Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Selection-Inference: Exploiting Large Language Models for Interpretable Logical Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T11:46:59.648775Z

Source-reported events for the cited work

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Observation d66f8b48-7871-44b0-be40-85547b695985 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.560328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 70a77df9-73c4-496a-a80e-2210bf6b054f · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.522635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ac28f648-150c-45ae-8a63-fac7cf39ab8a · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.488141Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation dcb6e8ae-68cb-4238-a1c7-c1f8c17080c4 · outbound

This paper cites Bayesian Statistical Modeling with Predictors from LLMs.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Bayesian Statistical Modeling with Predictors from LLMs

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:47:50.551561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6def4881-6d7e-46d3-b373-0231dd2ed298 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.460437Z

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Observation 055c37e7-9e55-4914-bdf1-051aeffff063 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.434157Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e711f839-391f-400c-a277-64bbb42944dc · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.410081Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f440bc06-82d2-4a20-93c1-9275e1cf62cc · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.389650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c45d0676-5e4d-4e02-986b-03ad541f38fb · outbound

This paper cites Hawkins and Noah D.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Hawkins and Noah D

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:04.368468Z

Source-reported events for the cited work

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Observation 6791715b-2c6c-401a-9d5b-e48af8e06833 · outbound

This paper cites Hawkins, Andreas Stuhlm \"u ller, Judith Degen, and Noah D.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Hawkins, Andreas Stuhlm \"u ller, Judith Degen, and Noah D

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:04.346007Z

Source-reported events for the cited work

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Observation 521b8190-4e80-4ea0-a31e-4d1ef5ace29b · outbound

This paper cites Hawkins, Polina Tsvilodub, Claire Augusta Bergey, Noah D.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Hawkins, Polina Tsvilodub, Claire Augusta Bergey, Noah D

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:04.324297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5055d635-6e91-48f9-aa8b-3d908687c48a · outbound

This paper cites Solving Math Word Problems by Combining Language Models With Symbolic Solvers.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Solving Math Word Problems by Combining Language Models With Symbolic Solvers

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.129526Z

Source-reported events for the cited work

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Observation 0002b909-cacb-4130-960f-64161d6d3a5e · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.163775Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f19d653-c562-4cd6-9445-1c1f8619058d · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 25

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4ac3390-f63c-4e68-9c77-aba696767cee · outbound

This paper cites LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering LLMs Can't Plan, But Can Help Planning in LLM-Modulo Frameworks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.244780Z

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Observation f779cc17-79ff-4233-ae60-4d3976435941 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:48:04.304117Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1b3f43dc-067f-4059-91c4-46cbd98d7370 · outbound

This paper cites Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Sequential Monte Carlo Steering of Large Language Models using Probabilistic Programs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.324477Z

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Observation a3cb3b42-8cb7-4485-b48b-30ced13792f8 · outbound

This paper cites u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering u ttler, Mike Lewis, Wen-tau Yih, Tim Rockt \

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:48:04.270094Z

Source-reported events for the cited work

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Observation 65b8f29c-16e9-46bb-9c35-542c2f90eca9 · outbound

This paper cites Lost in the Middle: How Language Models Use Long Contexts.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Lost in the Middle: How Language Models Use Long Contexts

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.394511Z

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Unavailable: canonical work link unavailable.

Observation abd5d813-b84f-4712-bb64-14a2b12f0167 · outbound

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Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 31

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a0d0ea96-6a08-4aca-bd75-a787ea23ccf3 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:52.157354Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 460b0278-0b5d-4a1f-9e81-48d81e41c327 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:52.044433Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7905ef42-da72-4958-9602-aaae5b172f20 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.985940Z

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6ce99ec8-ab4d-42a2-b1fb-b9a2fa9d8142 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.906146Z

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Observation 82aa8e7b-a439-43c0-a83d-43c5035f5b20 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.836593Z

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Observation bb74a2c2-ad2e-4b0c-84f6-1c780e315e9f · outbound

This paper cites Toolformer: Language Models Can Teach Themselves to Use Tools.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Toolformer: Language Models Can Teach Themselves to Use Tools

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.684981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c53aadd1-c8fd-4b1c-b909-e40fddb3f6fa · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.782541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 79501b08-85dd-4d19-9138-2b58fb47c2fa · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.594299Z

Source-reported events for the cited work

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Observation 6f1d7803-8fd9-4005-a942-14f31b8afbd5 · outbound

This paper cites Cognitive Architectures for Language Agents.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Cognitive Architectures for Language Agents

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:00.815943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a0b69dae-215d-44df-b92a-903d1e6351f5 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4fe3b49f-9524-4c7d-8abc-c4cb5e3ea832 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.430530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1e9bbe58-c17f-4023-9a9c-2efaf36b74dd · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:51.214654Z

Source-reported events for the cited work

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Observation 861bb0fb-7f1d-47b5-8f3b-4e9cd2ce7211 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 44

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1fc4ef14-298f-4556-9eaa-65b37ee1246c · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:50.914816Z

Source-reported events for the cited work

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Observation 0e8a5347-7a70-4a87-82fd-0cfd16544472 · outbound

This paper cites Self-Consistency Improves Chain of Thought Reasoning in Language Models.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Self-Consistency Improves Chain of Thought Reasoning in Language Models

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:49.884199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e875effd-c4cb-41ff-9158-adfa64f675aa · outbound

This paper cites Learning to refer informatively by amortizing pragmatic reasoning.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Learning to refer informatively by amortizing pragmatic reasoning

Reference 47

Resolution: verified exact; local_arxiv, observed 2026-08-07T11:47:50.356589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c1cea3fe-4892-4e1b-bfe9-01ac021ce8fe · outbound

This paper cites From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:50.010944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b10addc-1da2-4586-8b17-633d262b14cd · outbound

This paper cites Tree of Thoughts: Deliberate Problem Solving with Large Language Models.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Tree of Thoughts: Deliberate Problem Solving with Large Language Models

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:50.068673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5fa618f-c3e6-485a-a7ff-a31966b3128f · outbound

This paper cites Distilling System 2 into System 1.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Distilling System 2 into System 1

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T11:47:50.103706Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77f278e-5653-4bb3-abd0-e0fc5d3de0d7 · outbound

This paper cites an unresolved cited work.

Integrating Neural and Symbolic Components in a Model of Pragmatic Question-Answering Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:47:50.847335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

No inbound Pith citation observations are available.