Paper Citation Record · LEDGER

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms

As of 21 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2412.02149.

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

pith.paper-citation-record.v1
2412.02149 v1

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:50:13.197441Z

measured 26 of 26 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

26 of 26 outbound references displayed

verified exact1
verified fuzzy12
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5c34127-09a9-4e2b-beb3-2c679002eabe · outbound

This paper cites Longformer: The Long-Document Transformer.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Longformer: The Long-Document Transformer

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.134377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec4f4e23-6434-4738-b60b-2b5698029908 · outbound

This paper cites Big bird: Transformers for longer sequences.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Big bird: Transformers for longer sequences

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.137687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 844c76aa-9d9b-4eab-a618-c436c6954638 · outbound

This paper cites Thread of Thought Unraveling Chaotic Contexts.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Thread of Thought Unraveling Chaotic Contexts

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.140389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48c3788b-8c98-4c26-b30a-5c45699c5bc0 · outbound

This paper cites Comparison of natural language processing tools for automatic gene ontology annotation of scientific literature.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Comparison of natural language processing tools for automatic gene ontology annotation of scientific literature

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.370077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a66dfa29-3dc3-4bd3-abba-00964515e124 · outbound

This paper cites Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.146176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6f98f8e-61e5-4cac-858b-76dbb2fb0932 · outbound

This paper cites Deep reinforcement and transfer learning for abstractive text summarization: A review.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Deep reinforcement and transfer learning for abstractive text summarization: A review

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.363153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a535c2fd-8da8-42ec-bd79-578cf1e07154 · outbound

This paper cites an unresolved cited work.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.154078Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 785de478-9858-4666-b8fc-645528d96650 · outbound

This paper cites Longlora: Efficient fine-tuning of long-context large language models.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Longlora: Efficient fine-tuning of long-context large language models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.355951Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 88f62920-92a4-4986-bd5a-8ee2a6e1624f · outbound

This paper cites BAMBOO: A comprehensive benchmark for evaluating long text modeling capacities of large language models.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms BAMBOO: A comprehensive benchmark for evaluating long text modeling capacities of large language models

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.348536Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 59af87e7-f67d-425b-b1e1-7f7f989b6e21 · outbound

This paper cites Content Reduction, Surprisal and Information Density Estimation for Long Documents.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Content Reduction, Surprisal and Information Density Estimation for Long Documents

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-11T23:50:13.237057Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation a16aa9e0-c8ef-463a-90c7-62298b8ca1f8 · outbound

This paper cites Retrieval meets long context large language models.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Retrieval meets long context large language models

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.341790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4320e4cc-d4db-4b02-89fa-07c440b1e1a1 · outbound

This paper cites Visual in-context learning for large vision-language models.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Visual in-context learning for large vision-language models

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.335854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9d410415-4c46-45a6-9302-a20af1d4c05f · outbound

This paper cites Claret: Pre-training a correlation-aware context-to-event transformer for event-centric generation and classification.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Claret: Pre-training a correlation-aware context-to-event transformer for event-centric generation and classification

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.329905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation c82cdb11-61a2-4dda-ba4c-847b4d63fb96 · outbound

This paper cites Eventbert: A pre-trained model for event correlation reasoning.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Eventbert: A pre-trained model for event correlation reasoning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.322444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation cf937d97-5f95-45c6-9abc-2ac5d32d0489 · outbound

This paper cites Towards robust ranker for text retrieval.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Towards robust ranker for text retrieval

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.173438Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68b30886-72f3-4249-925f-8a355461a8d2 · outbound

This paper cites Fine-grained distillation for long document retrieval.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Fine-grained distillation for long document retrieval

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.311040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 9b956de5-eee7-47aa-81f7-c005e9887ed5 · outbound

This paper cites ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.177384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 064cbf09-e611-4fce-aed9-c8bca8dc297e · outbound

This paper cites LitLLM: A Toolkit for Scientific Literature Review.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms LitLLM: A Toolkit for Scientific Literature Review

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.179802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e47c251b-cdb5-40e9-8377-a9ad2daf11bb · outbound

This paper cites McKeown, and Tatsunori B.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms McKeown, and Tatsunori B

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-11T23:50:13.182003Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24a5ebc7-53c6-4e2c-9bd1-8ce61b33e251 · outbound

This paper cites an unresolved cited work.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T23:50:13.303496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f1a81557-149d-40a6-9313-8f2dc243107c · outbound

This paper cites Retrieval-augmented generation for code summarization via hybrid GNN.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Retrieval-augmented generation for code summarization via hybrid GNN

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.296508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 40f74dfe-1519-4f68-8cb2-000e650d2e9e · outbound

This paper cites Improving zero-shot cross-lingual transfer for multilingual question answering over knowledge graph.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Improving zero-shot cross-lingual transfer for multilingual question answering over knowledge graph

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.289126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation d38f0ba7-c917-47bb-82fe-4c34d53fc9f0 · outbound

This paper cites Modeling event-pair relations in external knowledge graphs for script reasoning.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms Modeling event-pair relations in external knowledge graphs for script reasoning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T23:50:13.281693Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation b1fca660-dcbf-40ce-a0a5-e30903206d0a · outbound

This paper cites The dawn after the dark: An empirical study on factuality hallucination in large language models.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms The dawn after the dark: An empirical study on factuality hallucination in large language models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.191800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b3970738-4089-4f85-9f2f-990766bd395b · outbound

This paper cites URL: " 'urlintro :=.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms URL: " 'urlintro :=

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.194318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2be527b9-cef3-4b78-a120-a13982aaeb29 · outbound

This paper cites write newline.

Leveraging Large Language Models for Comparative Literature Summarization with Reflective Incremental Mechanisms write newline

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T23:50:13.197441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.