LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation | Paper Citation Record

Observation 700b3251-0700-4b84-9e83-646f4860ac7d · outbound

This paper cites A systematic survey of text summarization: From statistical methods to large language models.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A systematic survey of text summarization: From statistical methods to large language models

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.170435Z

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Observation 198765a6-ec37-4605-8b77-397101dd4b8f · outbound

This paper cites A survey on biomedical automatic text summarization with large language models.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A survey on biomedical automatic text summarization with large language models

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.192722Z

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Observation e4b79ff3-f9ce-4318-8fd8-64989b023206 · outbound

This paper cites A comprehensive survey of abstractive text summarization based on deep learning.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A comprehensive survey of abstractive text summarization based on deep learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.198600Z

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Observation 0dfd8e45-4b92-4d8b-b3ce-17fc499899f5 · outbound

This paper cites Human-like Summarization Evaluation with ChatGPT.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Human-like Summarization Evaluation with ChatGPT

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:46:37.680608Z

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Observation 215bd481-d14e-4618-89ea-74f3bc35dbb3 · outbound

This paper cites Summeval: Re-evaluating summarization evaluation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Summeval: Re-evaluating summarization evaluation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.188518Z

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Observation f08a9ffa-3d8d-477f-be59-5a90d81592c1 · outbound

This paper cites Quality evaluation of summarization models for patent documents.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Quality evaluation of summarization models for patent documents

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.204560Z

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Observation 0453c651-559f-4b22-b725-0b236c7057f2 · outbound

This paper cites Text summarization using topic- based vector space model and semantic measure.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Text summarization using topic- based vector space model and semantic measure

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.182526Z

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Observation a67a9cc5-2fe7-401a-9e98-3c77f93640a9 · outbound

This paper cites Candidate sentence selection for extractive text summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Candidate sentence selection for extractive text summarization

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.234859Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9ad09f76-aef7-40c3-ba2c-6a70d2e8bba5 · outbound

This paper cites Bertscore: Evaluating text generation with bert.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Bertscore: Evaluating text generation with bert

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.195709Z

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Observation ce774a5f-69fc-42fc-a307-2e3665731f18 · outbound

This paper cites A structured review of the validity of bleu.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A structured review of the validity of bleu

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.182787Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9f9c09c5-3315-46f4-be12-fc9f5800c2ed · outbound

This paper cites News Summarization and Evaluation in the Era of GPT-3.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation News Summarization and Evaluation in the Era of GPT-3

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:46:38.147101Z

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Observation 81b57119-ace7-483c-a292-52f28322e044 · outbound

This paper cites Evaluation of question-answering based text summarization using llm invited paper.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Evaluation of question-answering based text summarization using llm invited paper

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.189670Z

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Observation 0f63aeba-ef28-44a0-b6cd-1f708121574e · outbound

This paper cites A Comparative Study of Quality Evaluation Methods for Text Summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A Comparative Study of Quality Evaluation Methods for Text Summarization

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-11T23:46:38.498781Z

Source-reported events for the cited work

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Observation a2af7649-3e4b-4284-91ec-ed5872c8affa · outbound

This paper cites ChatGPT as a Factual Inconsistency Evaluator for Text Summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation ChatGPT as a Factual Inconsistency Evaluator for Text Summarization

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T23:46:39.201774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 7872ce79-8d75-41e8-b26b-f3b980ad8a0f · outbound

This paper cites G-eval: Nlg evaluation using gpt-4 with better human alignment.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation G-eval: Nlg evaluation using gpt-4 with better human alignment

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.279382Z

Source-reported events for the cited work

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Observation 5a35f6db-955a-42c1-be65-0eac73450c43 · outbound

This paper cites Causal keyword driven reliable text classification with large language model feedback.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Causal keyword driven reliable text classification with large language model feedback

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.285819Z

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Observation 5218224f-612e-4f50-8d49-c379d6cf3fe4 · outbound

This paper cites A comprehen- sive survey on legal summarization: Challenges and future directions.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A comprehen- sive survey on legal summarization: Challenges and future directions

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.271691Z

Source-reported events for the cited work

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Observation 239e8610-854f-4e84-b17d-b4de0a7a82ff · outbound

This paper cites Rouge: A package for automatic evaluation of summaries.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Rouge: A package for automatic evaluation of summaries

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.268099Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9d0f86fb-6570-48d3-a36f-6ccb505a3897 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Bleu: a method for automatic evaluation of machine translation

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.275790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 5714e02a-86a0-4cf6-ad24-26cf2a8f2dfa · outbound

This paper cites Moverscore: Text generation evaluating with contextualized embed- dings and earth mover distance.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Moverscore: Text generation evaluating with contextualized embed- dings and earth mover distance

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.282606Z

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Observation 03c01bae-c497-4fbd-88fe-144dd15b3096 · outbound

This paper cites Summac: Re- visiting nli-based models for inconsistency detection in summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Summac: Re- visiting nli-based models for inconsistency detection in summarization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.335865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 4d829cf8-640a-46ea-8a7e-e9df57bb1a43 · outbound

This paper cites Questeval: Summarization asks for fact-based evalu- ation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Questeval: Summarization asks for fact-based evalu- ation

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.264591Z

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Observation 3071e37d-b4bf-4d96-b2c4-f169e0435793 · outbound

This paper cites Bertscore is unfair: On social bias in language model-based metrics for text generation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Bertscore is unfair: On social bias in language model-based metrics for text generation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.238002Z

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Observation 1bccc801-de93-4f65-ba1e-2b9affc8b7f5 · outbound

This paper cites Re- evaluating evaluation in text summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Re- evaluating evaluation in text summarization

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.231119Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 89d7759a-7245-4626-a7b2-af854323034e · outbound

This paper cites How far are we from robust long abstractive summarization?.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation How far are we from robust long abstractive summarization?

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.227768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 94881ae8-5615-4668-bf11-a58f7640b2f0 · outbound

This paper cites Exploring prompting large language models as explain- able metrics.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Exploring prompting large language models as explain- able metrics

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.218489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 95ce0384-47b4-48d4-bdc4-96e817783b54 · outbound

This paper cites A deep reinforced model for abstractive summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A deep reinforced model for abstractive summarization

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.221562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 76b00e13-c821-418e-a131-9dffb70c1b04 · outbound

This paper cites A reinforced topic-aware convolutional sequence-to-sequence model for abstractive text summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation A reinforced topic-aware convolutional sequence-to-sequence model for abstractive text summarization

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.257558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation a7874317-ce2a-4983-ae80-dc091dc6bebc · outbound

This paper cites Societal Alignment Frameworks Can Improve LLM Alignment.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Societal Alignment Frameworks Can Improve LLM Alignment

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-24T02:14:45.762172Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation bc59058b-7530-40d4-ad58-e696adab74a3 · outbound

This paper cites Learning to summarize from llm-generated feedback.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Learning to summarize from llm-generated feedback

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.234470Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 24d39fb9-b39e-4d49-9b3f-694a41ed03bc · outbound

This paper cites Language mod- 14 els are few-shot learners.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Language mod- 14 els are few-shot learners

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.306769Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation d55097d4-59b0-4277-a8b3-506323179e99 · outbound

This paper cites Training language models to follow instructions with human feedback.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Training language models to follow instructions with human feedback

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.215144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9e3788e3-fa56-4ef3-93e5-2bbf8b2dcda1 · outbound

This paper cites Large language models are state-of-the- art evaluators of translation quality.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Large language models are state-of-the- art evaluators of translation quality

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.211634Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 0349be2d-8d84-4dc3-9b10-505f25f065d2 · outbound

This paper cites The pyramid method: Incorporating human content selection variation in summarization evalu- ation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation The pyramid method: Incorporating human content selection variation in summarization evalu- ation

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.254615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation bc51b7cb-2544-46cf-8abf-7f665ac80704 · outbound

This paper cites Large language models are not fair evaluators.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Large language models are not fair evaluators

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.241092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 11beb7a9-3253-4335-8cac-690341f433ab · outbound

This paper cites Improving factuality and reasoning in language models through multiagent debate.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Improving factuality and reasoning in language models through multiagent debate

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.267869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9eaa0987-2ee1-41b8-92f6-80f33a2a8f3f · outbound

This paper cites Generating sequences by learning to self-correct.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Generating sequences by learning to self-correct

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.243859Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 61598f63-b220-4e6f-b843-62912c8715c5 · outbound

This paper cites Constitutional AI: Harmlessness from AI Feedback.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Constitutional AI: Harmlessness from AI Feedback

Reference 39

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:46:38.888781Z

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No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 1216539e-bdc4-4d05-b173-920b66ce80d1 · outbound

This paper cites Self-refine: Iter- ative refinement with self-feedback.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Self-refine: Iter- ative refinement with self-feedback

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.201654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation d54fde71-cb42-4826-ab07-af0a8d33d956 · outbound

This paper cites On faithfulness and factuality in abstractive summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation On faithfulness and factuality in abstractive summarization

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.260859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 41a1a76c-ddc4-4e76-a9d1-4a4fc852f22e · outbound

This paper cites Learning to summarize with human feedback.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Learning to summarize with human feedback

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.247077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 960b3289-d4ea-49da-808d-0ca9ddc9f387 · outbound

This paper cites Asking and answering questions to evaluate the factual consistency of summaries.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Asking and answering questions to evaluate the factual consistency of summaries

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.264329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 4cf0bccc-9a9f-4a80-acb2-c948a35bd23a · outbound

This paper cites Long document summarization with top-down and bottom-up infer- ence.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Long document summarization with top-down and bottom-up infer- ence

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.257937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation b9e1064c-0c57-4e83-b935-c6277d7c7d8a · outbound

This paper cites Dyle: Dynamic latent extraction for ab- stractive long-input summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Dyle: Dynamic latent extraction for ab- stractive long-input summarization

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.322883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 1371ae96-4f0d-400f-8c3f-760ba8dac6eb · outbound

This paper cites Bigpatent: A large-scale dataset for abstractive and coherent summarization.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Bigpatent: A large-scale dataset for abstractive and coherent summarization

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.348589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation b1dab50d-fc90-4f7b-baf2-a8a9657a0d77 · outbound

This paper cites Meteor: An automatic metric for mt evalua- tion with improved correlation with human judgments.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Meteor: An automatic metric for mt evalua- tion with improved correlation with human judgments

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.261374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 0ef08044-06c7-4937-abe8-bed84608b863 · outbound

This paper cites chrf: character n-gram f-score for automatic mt evalu- ation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation chrf: character n-gram f-score for automatic mt evalu- ation

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.326304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 198a4358-256f-4586-b950-dc16eed3ad0e · outbound

This paper cites Bartscore: Evaluating generated text as text generation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Bartscore: Evaluating generated text as text generation

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.329386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 41855178-594f-4173-98c7-3d9c2c9e991b · outbound

This paper cites Answers unite! unsupervised metrics for reinforced summarization models.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Answers unite! unsupervised metrics for reinforced summarization models

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.342674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9549ca5b-2d1e-4c60-a9b5-1ca2aab59c73 · outbound

This paper cites Towards question- answering as an automatic metric for evaluating the content quality of a summary.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Towards question- answering as an automatic metric for evaluating the content quality of a summary

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.333175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 5b5e1d38-52ae-41f2-92c9-ca49869106bf · outbound

This paper cites Fill in the blanc: Human-free quality estimation of document summaries.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Fill in the blanc: Human-free quality estimation of document summaries

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.319857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 8b71fce2-93de-4f00-a2ea-a99e10efe53b · outbound

This paper cites The llama 3 herd of models.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation The llama 3 herd of models

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.338650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 0087a38a-3e74-4f86-866d-a4bf0cc0fbc0 · outbound

This paper cites Qwen2 Technical Report.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Qwen2 Technical Report

Reference 54

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:46:38.585625Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 758ed51d-439c-4b40-a2d2-2a5598d1c275 · outbound

This paper cites Phi-4 Technical Report.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Phi-4 Technical Report

Reference 55

Resolution: verified exact; local_arxiv, observed 2026-05-11T23:46:38.302183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9beaafde-565e-4413-b9e5-fb7ab147acf8 · outbound

This paper cites Overview of duc 2005.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Overview of duc 2005

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.345621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 7281b40e-9bcb-42e4-9ddc-815d29d0e642 · outbound

This paper cites To point or not to point: Understanding how abstractive summarizers paraphrase text.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation To point or not to point: Understanding how abstractive summarizers paraphrase text

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.299736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation cb5ae157-6f1d-4790-be62-6e0bb52e0c7b · outbound

This paper cites Billsum: A corpus for automatic summarization of us legislation.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Billsum: A corpus for automatic summarization of us legislation

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.303392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 6bd6105b-6233-4113-9df5-b7b4aa46df68 · outbound

This paper cites Chateval: Towards better LLM-based evaluators through multi- agent debate.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Chateval: Towards better LLM-based evaluators through multi- agent debate

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.310153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation c3c63e61-dd18-4774-b9cb-513130350f1f · outbound

This paper cites On the emergence of position bias in transformers.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation On the emergence of position bias in transformers

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.313392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 84e97205-6187-4ed7-aefd-598245b8e525 · outbound

This paper cites Towards mitigating llm hallucination via self reflection.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Towards mitigating llm hallucination via self reflection

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.292467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation e657cb2f-1a63-4ba5-8b08-a9f27fc9b69b · outbound

This paper cites Holistic evaluation of language models.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Holistic evaluation of language models

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.288965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 4c4196f7-26aa-4c68-8698-379a503abcb0 · outbound

This paper cites The financial narrative summarisation shared task (fns 2020).

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation The financial narrative summarisation shared task (fns 2020)

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.295990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 6345f147-0721-44f0-ab4f-51feedcdc332 · outbound

This paper cites Automatic summarization of scientific articles: A survey.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Automatic summarization of scientific articles: A survey

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.316711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Observation 9ea8e733-597e-4868-ac2d-885cd7f209f6 · outbound

This paper cites Prometheus: Inducing fine-grained evaluation capability in language models.

LLM-ReSum: A Framework for LLM Reflective Summarization through Self-Evaluation Prometheus: Inducing fine-grained evaluation capability in language models

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-05-27T02:18:41.351998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-07-30T06:33:22.917629+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers