Paper Citation Record · LEDGER

Multimodal Sentiment Analysis Based on Causal Reasoning

As of 13 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2412.07292.

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

pith.paper-citation-record.v1
2412.07292 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T19:03:07.859853Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

33 of 33 outbound references displayed

verified exact5
verified fuzzy4
unresolved23
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b1cceaa2-f036-4344-bb39-4921b7b0c02e · outbound

This paper cites GPT-4 Technical Report.

Multimodal Sentiment Analysis Based on Causal Reasoning GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.646308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d447cfba-3f6b-42f0-8809-37fc2ea429ec · outbound

This paper cites HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection.

Multimodal Sentiment Analysis Based on Causal Reasoning HinglishNLP: Fine-tuned Language Models for Hinglish Sentiment Detection

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:03:09.296687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bc88f1d2-c889-4536-99d2-d79ac14e60a6 · outbound

This paper cites Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis.

Multimodal Sentiment Analysis Based on Causal Reasoning Transfer Learning with Joint Fine-Tuning for Multimodal Sentiment Analysis

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:03:09.269904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation dbf9e443-70e7-4918-876e-19b6fbf94ef4 · outbound

This paper cites The Llama 3 Herd of Models.

Multimodal Sentiment Analysis Based on Causal Reasoning The Llama 3 Herd of Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.664641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7889ca58-c525-4cc5-936b-587a323c188a · outbound

This paper cites Gandhi, K.

Multimodal Sentiment Analysis Based on Causal Reasoning Gandhi, K

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.670220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58324dc1-89f2-4ee2-b528-69f406d11b25 · outbound

This paper cites Filtering of brand-related microblogs using social-smooth multiview embedding.

Multimodal Sentiment Analysis Based on Causal Reasoning Filtering of brand-related microblogs using social-smooth multiview embedding

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-11T19:03:09.227167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 425e2b51-bf8f-49e6-8585-f55a665b3c00 · outbound

This paper cites Gencoglu and M.

Multimodal Sentiment Analysis Based on Causal Reasoning Gencoglu and M

Reference 7

Resolution: verified exact; doi, observed 2026-08-11T19:03:07.927945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3f4644ec-d9ba-4c05-a679-e9c11e07dab5 · outbound

This paper cites UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition.

Multimodal Sentiment Analysis Based on Causal Reasoning UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.686180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2ddbab6-9bf8-4579-b119-eff0a582a39f · outbound

This paper cites Jiang, X.-H.

Multimodal Sentiment Analysis Based on Causal Reasoning Jiang, X.-H

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.690700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7723d39a-4885-481b-b6de-aa37a34e6bc3 · outbound

This paper cites Multimodal pear chain-of-thought reasoning for multimodal sentiment analysis.

Multimodal Sentiment Analysis Based on Causal Reasoning Multimodal pear chain-of-thought reasoning for multimodal sentiment analysis

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:03:09.432918Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 462e1f2f-cacc-422d-982b-cc187bac3e2a · outbound

This paper cites CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning.

Multimodal Sentiment Analysis Based on Causal Reasoning CausalVLR: A Toolbox and Benchmark for Visual-Linguistic Causal Reasoning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.701887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72729238-ef8f-4394-92d5-0f59710d2173 · outbound

This paper cites Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering.

Multimodal Sentiment Analysis Based on Causal Reasoning Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:03:08.993618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 818f181e-b759-47e3-ad04-5f6655778eda · outbound

This paper cites Causal Effect Inference with Deep Latent-Variable Models.

Multimodal Sentiment Analysis Based on Causal Reasoning Causal Effect Inference with Deep Latent-Variable Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.711899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2729d3ae-07f3-4d97-8b9f-cf76e13be270 · outbound

This paper cites Counterfactual VQA: A Cause-Effect Look at Language Bias.

Multimodal Sentiment Analysis Based on Causal Reasoning Counterfactual VQA: A Cause-Effect Look at Language Bias

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T19:03:08.948759Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2a0b874a-dabd-40dc-9e76-248028b9d72b · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Multimodal Sentiment Analysis Based on Causal Reasoning Learning Transferable Visual Models From Natural Language Supervision

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.727733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eaaad116-298f-4549-aee9-d7927aa5f082 · outbound

This paper cites Rajan, A.

Multimodal Sentiment Analysis Based on Causal Reasoning Rajan, A

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.733520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f142104-79ec-4e83-8581-e00bc34c355c · outbound

This paper cites Shi and S.-L.

Multimodal Sentiment Analysis Based on Causal Reasoning Shi and S.-L

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:03:09.419498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a0a84680-8d61-4026-897b-291061e785cf · outbound

This paper cites Cubemlp: An mlp-based model for multimodal sentiment analysis and depression estimation.

Multimodal Sentiment Analysis Based on Causal Reasoning Cubemlp: An mlp-based model for multimodal sentiment analysis and depression estimation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.746756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9cc21a2-b15e-4840-9261-59d0d4571fae · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.753515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88f98d6b-4c15-43bd-8d44-84ae162dd6d4 · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.757743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a5ea1ae-43e9-475e-be91-96e7ad64cd04 · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.765285Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b6337f9-17b0-4a1b-8345-b8fe4b22706f · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.771239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d859646-9b07-48de-ac32-0b8c1069d47d · outbound

This paper cites Borrowing human senses: Comment-aware self-training for social media multimodal classification.

Multimodal Sentiment Analysis Based on Causal Reasoning Borrowing human senses: Comment-aware self-training for social media multimodal classification

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:03:09.406665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0872b1bb-1374-4625-9e51-94a947da4e3b · outbound

This paper cites Xu and W.

Multimodal Sentiment Analysis Based on Causal Reasoning Xu and W

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.782494Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5c6ade9f-c4df-4d05-9381-7a76187b7480 · outbound

This paper cites Causal Attention for Vision-Language Tasks.

Multimodal Sentiment Analysis Based on Causal Reasoning Causal Attention for Vision-Language Tasks

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.787875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79002d2d-f21c-402c-835a-2eaa76f3d4f8 · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.795156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd3e7563-dc09-4b23-b7fd-1a16bc5137f2 · outbound

This paper cites Multimodal sentiment analysis.

Multimodal Sentiment Analysis Based on Causal Reasoning Multimodal sentiment analysis

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T19:03:09.387301Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2d69b7a2-efc8-455a-a0fd-10171ff7b0fa · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.810282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7591d367-fc45-4c54-beb4-665333291757 · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.820360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1929e9b6-d26f-47bb-8295-26ea9db98ab1 · outbound

This paper cites write newline.

Multimodal Sentiment Analysis Based on Causal Reasoning write newline

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.826642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4c723afa-19bb-4095-b584-54aaa7274d43 · outbound

This paper cites @esa (Ref.

Multimodal Sentiment Analysis Based on Causal Reasoning @esa (Ref

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.834060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d43363d7-4c57-42c8-8b23-7945c2568690 · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.841784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac2fa5d-31e4-4e10-9cad-a1a2275de6bb · outbound

This paper cites an unresolved cited work.

Multimodal Sentiment Analysis Based on Causal Reasoning Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T19:03:07.859853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.