Paper Citation Record · LEDGER

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction

As of 20 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2507.14887.

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

pith.paper-citation-record.v1
2507.14887 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:49:34.230536Z

measured 41 of 41 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

41 of 41 outbound references displayed

verified exact2
verified fuzzy22
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 951b7ff0-269b-425e-af58-0d37408bf41e · outbound

This paper cites COMET: Commonsense Transformers for Automatic Knowledge Graph Construction.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction COMET: Commonsense Transformers for Automatic Knowledge Graph Construction

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:29.781185Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 51a5499a-22a9-4d18-9b9c-8054dbbf9d9a · outbound

This paper cites \ Billman, D.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction \ Billman, D

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:40.796677Z

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 fa69853c-b123-47cb-9dec-6684a4671e4e · outbound

This paper cites , Hou, W.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Hou, W

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:40.631234Z

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 d4ea2eb3-aefd-4ee0-ab4a-41a5fc8293ca · outbound

This paper cites an unresolved cited work.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:49:40.431467Z

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 0a23b145-8c27-4960-8c11-1f91ec833650 · outbound

This paper cites , Xia, R.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Xia, R

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:40.293934Z

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 d1e9950d-ebf5-4cc9-bb03-451fc74f2d58 · outbound

This paper cites , Xia, R.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Xia, R

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:40.162519Z

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 c89e4a7b-a3e6-433f-b02a-351d637ab390 · outbound

This paper cites APACrefauthors \ 1992.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction APACrefauthors \ 1992

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:40.038017Z

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 e60022a3-e5f0-46c4-8256-8940ae53e074 · outbound

This paper cites APACrefauthors \ 1963.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction APACrefauthors \ 1963

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:39.858096Z

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 8261b5ba-77b1-426a-aac6-50c554213822 · outbound

This paper cites an unresolved cited work.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:49:39.565789Z

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 89f346c6-8a5b-41c1-954b-7f2f409f77f1 · outbound

This paper cites \ Thompson, R.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction \ Thompson, R

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:39.255258Z

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 47b85ae7-b5d7-4095-8046-96b3181c0f5f · outbound

This paper cites APACrefauthors \ 1998.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction APACrefauthors \ 1998

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:39.018290Z

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 ec6afc96-4000-4bba-8298-1489cbdf098e · outbound

This paper cites APACrefauthors \ 1983.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction APACrefauthors \ 1983

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:38.775759Z

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 747f036a-3d78-4a14-aebb-a7e081603be0 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction LoRA: Low-Rank Adaptation of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:31.079094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc0f4fe5-cef2-42ea-8768-f388d94b1b6b · outbound

This paper cites , Yang, Y.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Yang, Y

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:38.520915Z

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 3fb162e9-216d-4568-8427-54b2bd1aa0a7 · outbound

This paper cites , Bhagavatula, C.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Bhagavatula, C

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:38.290124Z

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 7899926b-06f8-4d38-b6b3-7c27c358b0e7 · outbound

This paper cites A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:31.345256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36efbfec-1d7d-451f-a317-bbaaf94c4cb6 · outbound

This paper cites APACrefauthors \ 1991.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction APACrefauthors \ 1991

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:38.048820Z

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 faf57b15-7ff7-4496-bf5c-2699d4689597 · outbound

This paper cites , Li, J H.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Li, J H

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:37.753807Z

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 b6b32c62-f34e-42e0-a23b-0ef976d637d7 · outbound

This paper cites an unresolved cited work.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:49:37.502970Z

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 3657f39a-57d2-44d2-a26f-82b7b69bdeb5 · outbound

This paper cites , Zhu, X.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Zhu, X

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:37.251981Z

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 e24ed1c1-8e15-4595-bf6d-b8cad9b3a1eb · outbound

This paper cites , Lin, Z.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Lin, Z

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:36.958941Z

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 96b0bd20-9032-4c24-84f5-ec8a52288376 · outbound

This paper cites APACrefauthors \ 2001.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction APACrefauthors \ 2001

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:36.569032Z

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 40ce4c64-88e7-44c1-8903-befd1fa62da1 · outbound

This paper cites \ Simon, H A.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction \ Simon, H A

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:36.200969Z

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 ec13d4aa-665a-478b-9e34-5939681b53cd · outbound

This paper cites \ Langley, P.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction \ Langley, P

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:35.931665Z

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 b5ff7f2d-2014-49b1-b73d-eda9455dedb9 · outbound

This paper cites Is ChatGPT a General-Purpose Natural Language Processing Task Solver?.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Is ChatGPT a General-Purpose Natural Language Processing Task Solver?

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:32.264987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5203dfbe-b481-40b3-9841-77fbd4eddb27 · outbound

This paper cites Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:32.383979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a85879fc-749a-4f8a-bdf0-34a6dd673c44 · outbound

This paper cites \ Langley, P.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction \ Langley, P

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:35.774842Z

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 5d6fcbf4-c493-489c-b8e0-eb3aa05e15d8 · outbound

This paper cites An End-to-End Network for Emotion-Cause Pair Extraction.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction An End-to-End Network for Emotion-Cause Pair Extraction

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:49:34.702705Z

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 008b9014-0c51-4a5c-930a-e16ca110abcc · outbound

This paper cites End-to-end Emotion-Cause Pair Extraction via Learning to Link.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction End-to-end Emotion-Cause Pair Extraction via Learning to Link

Reference 29

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:49:34.560190Z

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 8cf2c1b6-edef-4ccb-af1b-1f8f844e206f · outbound

This paper cites Pushing the Limits of ChatGPT on NLP Tasks.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Pushing the Limits of ChatGPT on NLP Tasks

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:32.885315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb01fc57-ba5e-4f21-94cb-89ce2b7a550b · outbound

This paper cites Gemma: Open Models Based on Gemini Research and Technology.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Gemma: Open Models Based on Gemini Research and Technology

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:32.983102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78705e6a-99ff-41cf-8fd7-9c37a5da5acb · outbound

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

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction LLaMA: Open and Efficient Foundation Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:33.124434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cb936ee-ef26-488e-a51d-601d6fac57b5 · outbound

This paper cites Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:33.264357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee4ca43-a691-4f69-b223-ad5166155014 · outbound

This paper cites Finetuned Language Models Are Zero-Shot Learners.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Finetuned Language Models Are Zero-Shot Learners

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:33.422077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03b7631b-0a55-4ce7-b92a-06a5ec078b38 · outbound

This paper cites , Zhao, J.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Zhao, J

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:35.528254Z

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 0013865e-cdfa-4f06-997e-bd2b52f1ec30 · outbound

This paper cites Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Enhancing Large Language Model with Decomposed Reasoning for Emotion Cause Pair Extraction

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:33.680226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f075a06-8d6d-4ec0-9399-8054ca94e185 · outbound

This paper cites an unresolved cited work.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:49:35.382337Z

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 b1ba944c-f1bb-4b6d-acd3-f090ce10973d · outbound

This paper cites Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:33.914390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 385a4d85-92e3-410b-bc9e-48122eeb73a5 · outbound

This paper cites Qwen2.5 Technical Report.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction Qwen2.5 Technical Report

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T15:49:33.989741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f311af2-92f6-4d1a-a697-e2f5f470dc15 · outbound

This paper cites , Zhao, Y.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Zhao, Y

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:35.150093Z

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 ae442686-95a5-4c52-937d-53ea27889c73 · outbound

This paper cites , Liu, Z.

MEKiT: Multi-source Heterogeneous Knowledge Injection Method via Instruction Tuning for Emotion-Cause Pair Extraction , Liu, Z

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:49:35.019660Z

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.

Pith citing papers

No inbound Pith citation observations are available.