Paper Citation Record · LEDGER

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations

As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2507.06044.

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

pith.paper-citation-record.v1
2507.06044 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T19:16:29.676760Z

measured 32 of 32 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

32 of 32 outbound references displayed

verified exact0
verified fuzzy12
unresolved18
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 566af71c-e597-4af2-930c-ffdf68609626 · outbound

This paper cites Reasoning Language Models: A Blueprint.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Reasoning Language Models: A Blueprint

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.579335Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 52741dfa-2eae-4eca-9a8e-094bd2dc3bb0 · outbound

This paper cites HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.583557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2ed26f7-c6b4-483d-b896-cf92d5d37a7a · outbound

This paper cites In: ICML.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: ICML

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.145539Z

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 0e5a1ad6-c6ba-491a-af53-a47335f5f562 · outbound

This paper cites Contrastive Chain-of-Thought Prompting.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Contrastive Chain-of-Thought Prompting

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.590016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5333bd9c-912b-465b-b883-1263edf43eb2 · outbound

This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.593685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff20c6d8-91f0-4542-b1af-2b154c916802 · outbound

This paper cites Recommender systems based on graph embedding techniques: A comprehensive review.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Recommender systems based on graph embedding techniques: A comprehensive review

Reference 6

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T19:16:29.940225Z

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 8384327d-2ebc-4279-9614-db9bf75d0338 · outbound

This paper cites In: EACL (1).

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: EACL (1)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.136029Z

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 922372b5-5598-4d00-a33b-422e78e6100d · outbound

This paper cites an unresolved cited work.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:16:30.126764Z

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 b1911fa0-6c32-4158-b310-94c3072de8f0 · outbound

This paper cites A Survey on LLM-as-a-Judge.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations A Survey on LLM-as-a-Judge

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.607246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46cb2963-269e-408b-93f9-ad69b78a7fc4 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.610661Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 957a864b-db84-4cba-a09b-826b33dde3d0 · outbound

This paper cites In: Huang, J.X., Chang, Y., Cheng, X., Kamps, J., Murdock, V., Wen, J., Liu, Y.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Huang, J.X., Chang, Y., Cheng, X., Kamps, J., Murdock, V., Wen, J., Liu, Y

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.613932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5523bbc3-605f-41ca-a8d1-e2eef6c24a9e · outbound

This paper cites In: Zhang, A., Rangwala, H.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Zhang, A., Rangwala, H

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.616966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6179881-6037-4c47-b58d-ef351548a57e · outbound

This paper cites an unresolved cited work.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.620353Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 286be601-84fb-4faf-b8c7-57ce295f50a4 · outbound

This paper cites In: ACL/IJCNLP (1).

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: ACL/IJCNLP (1)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.110853Z

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 90bb31e8-b5b0-4569-95d8-d79c795f52af · outbound

This paper cites ACM Trans.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations ACM Trans

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.101555Z

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 f1a66638-3075-4bbd-abc8-2bb12275a513 · outbound

This paper cites Learning from Contrastive Prompts: Automated Optimization and Adaptation.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Learning from Contrastive Prompts: Automated Optimization and Adaptation

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.629075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5964b50d-3d99-413d-91d1-fd11a93ad9bd · outbound

This paper cites In: SIGIR.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: SIGIR

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.092280Z

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 fce4db5d-fc44-4dec-9ba7-4eb831d6f24d · outbound

This paper cites In: Text Summarization Branches Out.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Text Summarization Branches Out

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.634827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45e2313c-c7bb-4e19-88b0-b7fe86bee054 · outbound

This paper cites In: EMNLP (Findings).

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: EMNLP (Findings)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.076361Z

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 37111c0b-5caa-4a88-bb69-326517238906 · outbound

This paper cites an unresolved cited work.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:16:30.067151Z

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 cc1be713-02a6-4652-a1a1-be2b88d2214d · outbound

This paper cites an unresolved cited work.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:16:30.057932Z

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 42d2d24a-8c3c-40c0-8f8f-d9d8fb7d5256 · outbound

This paper cites In: ICLR.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: ICLR

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.048552Z

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 dede96b6-bb17-4eb5-9023-d672ba76cbd4 · outbound

This paper cites an unresolved cited work.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Unresolved cited work

Reference 23

Resolution: malformed identifier; doi_truncated, observed 2026-08-06T19:16:29.715315Z

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 925b9478-5e4e-4481-b6f7-31ccd2c564a5 · outbound

This paper cites an unresolved cited work.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T19:16:30.038351Z

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 e4de0f06-a653-4e59-9d17-f04e150c289d · outbound

This paper cites In: Cortes, C., Lawrence, N.D., Lee, D.D., Sugiyama, M., Garnett, R.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Cortes, C., Lawrence, N.D., Lee, D.D., Sugiyama, M., Garnett, R

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.027521Z

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 37b39217-01e7-4073-8b85-06d00ad9ced7 · outbound

This paper cites In: Guyon, I., von Luxburg, U., Bengio, S., Wallach, H.M., Fergus, R., Vishwanathan, S.V.N., Garnett, R.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Guyon, I., von Luxburg, U., Bengio, S., Wallach, H.M., Fergus, R., Vishwanathan, S.V.N., Garnett, R

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.017511Z

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 036803b6-3c82-4ff5-b55c-2d19af575498 · outbound

This paper cites In: Findings of the Association for Computational Linguistics: PGHIS-CPEG 17 ACL-IJCNLP 2021.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Findings of the Association for Computational Linguistics: PGHIS-CPEG 17 ACL-IJCNLP 2021

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.661241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38c32b73-8c53-404e-8372-1769665a9066 · outbound

This paper cites In: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25,.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2019, Paris, France, July 21-25,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:30.008019Z

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 86a94b79-bd20-43b9-adc9-9909f78fce23 · outbound

This paper cites In: The Web Conference (WWW) (2023).

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: The Web Conference (WWW) (2023)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:29.997814Z

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 4523d84a-b731-462e-af79-e5d79a4dacff · outbound

This paper cites Qwen2.5 Technical Report.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations Qwen2.5 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.670815Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eb038e6-890c-4c7b-a21e-f261d5aa81be · outbound

This paper cites In: ICLR.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations In: ICLR

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T19:16:29.988443Z

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 34e436e7-8834-4d22-9a50-caea82b13b78 · outbound

This paper cites LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models.

Hierarchical Interaction Summarization and Contrastive Prompting for Explainable Recommendations LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T19:16:29.676760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.