Paper Citation Record · LEDGER

Reasoning-Aware Query-Focused Summarization over Multi-Table Data

As of 12 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2412.08970.

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

pith.paper-citation-record.v1
2412.08970 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:26:18.566106Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+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

25 of 25 outbound references displayed

verified exact3
verified fuzzy10
unresolved12
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1fa91ff1-3223-4d46-8309-edbdab536ad3 · outbound

This paper cites QFMTS: generating query-focused summaries over multi-table inputs.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data QFMTS: generating query-focused summaries over multi-table inputs

Reference 1

Resolution: verified exact; doi, observed 2026-08-11T17:26:18.945436Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8df84707-cedf-4f6d-9c2d-d8de6820eb00 · outbound

This paper cites Thread of Thought Unraveling Chaotic Contexts.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Thread of Thought Unraveling Chaotic Contexts

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.471223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9ec6e5c-6797-4da3-bbe9-7418b1a85ea4 · outbound

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

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Eventbert: A pre-trained model for event correlation reasoning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.931737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 904c621c-feb2-491a-b5fa-17238766093f · outbound

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

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Claret: Pre-training a correlation-aware context-to-event transformer for event-centric generation and classification

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.919611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 9971458a-eb88-4ecd-9c80-4adee2d8c2cc · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data LLaMA: Open and Efficient Foundation Language Models

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.484446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10d5ec1c-db58-418f-ac59-8dad03991762 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.488986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dc33fc8-eeb7-4a84-b6d9-328a4c54fff8 · outbound

This paper cites Towards robust ranker for text retrieval.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Towards robust ranker for text retrieval

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.907864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 779be8cb-b236-4546-89b2-b0f270232cf8 · outbound

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

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Fine-grained distillation for long document retrieval

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.893893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f64727aa-bcc9-46f0-9d97-918768c26ef8 · outbound

This paper cites A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data A Comprehensive Survey of Large Language Models and Multimodal Large Language Models in Medicine

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.501411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65f935d4-22fd-4251-bd7a-96711faea33e · outbound

This paper cites A Survey of Large Language Models.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data A Survey of Large Language Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.505904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8f7bff9-eddc-4f67-b4bb-7e450461bc64 · outbound

This paper cites Large Language Models as Markov Chains.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Large Language Models as Markov Chains

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.510259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4927962e-a990-4b72-8ad8-11a7c6fbe752 · outbound

This paper cites Qwen Technical Report.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Qwen Technical Report

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.514723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ec9924f-1c64-47e7-8131-0ad2d357b256 · outbound

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

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Rethinking Visual Dependency in Long-Context Reasoning for Large Vision-Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.518886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f039222d-b108-4e82-8aed-10fab6009de2 · outbound

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

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Visual in-context learning for large vision-language models

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.877194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 3dee3c31-8a37-4700-a49e-5a50ceaee561 · outbound

This paper cites Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Large Language Model (LLM) for Telecommunications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.526533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0baed72c-73f4-4bb6-b4b9-e371c367b3d6 · outbound

This paper cites Triple sequence generative adversarial nets for unsupervised image captioning.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Triple sequence generative adversarial nets for unsupervised image captioning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.861054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation bbabef83-d290-4e1c-96de-e43a4ec9f44a · outbound

This paper cites Sketch storytelling.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Sketch storytelling

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.845466Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ff7f3eca-5db2-4f2a-b929-3f23e619f3d3 · outbound

This paper cites Style-aware contrastive learning for multi-style image captioning.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Style-aware contrastive learning for multi-style image captioning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.823320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e7fbbc34-6fe2-41a3-b45c-17fbc524916b · outbound

This paper cites Large Language Models for Expansion of Spoken Language Understanding Systems to New Languages.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Large Language Models for Expansion of Spoken Language Understanding Systems to New Languages

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-11T17:26:18.682280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f538fae4-c5a8-4c86-887f-bf1065404ddd · outbound

This paper cites QTSumm: Query-Focused Summarization over Tabular Data.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data QTSumm: Query-Focused Summarization over Tabular Data

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.545309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50938a5e-11a6-40ea-a3e9-d36e757d5716 · outbound

This paper cites Retag: Reasoning aware table to analytic text generation.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Retag: Reasoning aware table to analytic text generation

Reference 21

Resolution: verified exact; doi, observed 2026-08-11T17:26:18.601163Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7e1605e9-0d47-42cb-abe8-d1059ad0d91d · outbound

This paper cites Unveiling implicit table knowledge with question-then-pinpoint reasoner for insightful table summarization.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Unveiling implicit table knowledge with question-then-pinpoint reasoner for insightful table summarization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.805665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation ac0ac698-a4e2-4f14-9b2d-304a41fa5e4c · outbound

This paper cites Long Text and Multi-Table Summarization: Dataset and Method.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data Long Text and Multi-Table Summarization: Dataset and Method

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.556963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d017cd6c-ff9e-44e0-b279-e730e3a8a43a · outbound

This paper cites URL: " 'urlintro :=.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data URL: " 'urlintro :=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T17:26:18.561971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc60c804-66b3-4e02-af78-c7c12acd7dd0 · outbound

This paper cites write newline.

Reasoning-Aware Query-Focused Summarization over Multi-Table Data write newline

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T17:26:18.778820Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

No inbound Pith citation observations are available.