Paper Citation Record · LEDGER

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier

As of 15 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2502.02938.

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

pith.paper-citation-record.v1
2502.02938 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T10:33:50.555389Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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 exact4
verified fuzzy0
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2adeef3e-abd6-456f-a38c-788921852ac2 · outbound

This paper cites A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier A Fair and Comprehensive Comparison of Multimodal Tweet Sentiment Analysis Methods

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-09T10:33:50.998107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5d1f8370-75f3-4861-904b-55a8dcbc7d62 · outbound

This paper cites Holistic Visual-Textual Sentiment Analysis with Prior Models.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Holistic Visual-Textual Sentiment Analysis with Prior Models

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:33:50.982998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 48db015e-6871-43dc-81c2-0796590e0b94 · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.466171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17182916-20ae-4aac-8a8f-60178040fb43 · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.470276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7dd0b836-83be-4c54-8a11-3f0973c3dfaf · outbound

This paper cites Deep Residual Learning for Image Recognition.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Deep Residual Learning for Image Recognition

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.474063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b1ece20-ee0a-46ef-9c28-58b0fc5d2927 · outbound

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

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier LoRA: Low-Rank Adaptation of Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.477811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7f1752e-7b74-4c63-abc8-706ab6d5fd00 · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 7

Resolution: verified exact; doi, observed 2026-08-09T10:33:50.609933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 19451a8b-97e6-48f1-987e-6636811087c3 · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 8

Resolution: verified exact; doi, observed 2026-08-09T10:33:50.597271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6efa4a9a-a609-4cce-a21a-02767187de71 · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Improved Baselines with Visual Instruction Tuning

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.488876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47797505-ccc6-4274-b706-db8d8f28a013 · outbound

This paper cites Visual Instruction Tuning.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Visual Instruction Tuning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.492638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0b65d74-5f01-4bf2-8687-8365e9574e88 · outbound

This paper cites RoBERTa: A Robustly Optimized BERT Pretraining Approach.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier RoBERTa: A Robustly Optimized BERT Pretraining Approach

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.496170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b5f210a-576b-4fdd-a09e-401a651add71 · outbound

This paper cites Alexandre, and Joao Cordeiro.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Alexandre, and Joao Cordeiro

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.499950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03e294c6-b552-438c-88d5-52ed49ae53fc · outbound

This paper cites A Comprehensive Overview of Large Language Models.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier A Comprehensive Overview of Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.503327Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b2e7794-82ec-4cb0-8909-f8e4c012726e · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:33:51.033958Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation db728dd3-200e-40de-a189-4a67d2a87b15 · outbound

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

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Learning Transferable Visual Models From Natural Language Supervision

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.510380Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3c23059e-2506-4493-9e2b-1c3da1104e92 · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-09T10:33:51.022838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0704f03f-e260-43d7-a979-6dd60bdeac48 · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.517493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61e56d8d-236c-46ae-a421-b20b19eaa8cc · outbound

This paper cites Aligning Large Multimodal Models with Factually Augmented RLHF.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Aligning Large Multimodal Models with Factually Augmented RLHF

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.521558Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c852d82d-4b9b-429f-bd27-aed75d2416a5 · outbound

This paper cites Exploring Multimodal Sentiment Analysis via CBAM Attention and Double-layer BiLSTM Architecture.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Exploring Multimodal Sentiment Analysis via CBAM Attention and Double-layer BiLSTM Architecture

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-09T10:33:50.810827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a45e09f4-f549-41cc-b370-7e2deb763519 · outbound

This paper cites CBAM: Convolutional Block Attention Module.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier CBAM: Convolutional Block Attention Module

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.531790Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0bd1a4-dad4-4559-a63b-4b561a8b385a · outbound

This paper cites an unresolved cited work.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Unresolved cited work

Reference 21

Resolution: metadata mismatch; raw_fallback, observed 2026-08-09T10:33:50.783579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 66910cdd-a6fe-4739-bfec-5caa2ba0ded6 · outbound

This paper cites The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision).

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier The Dawn of LMMs: Preliminary Explorations with GPT-4V(ision)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.540479Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7a77224-35cb-4212-87e5-2628e94720b3 · outbound

This paper cites Provable Dynamic Fusion for Low-Quality Multimodal Data.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier Provable Dynamic Fusion for Low-Quality Multimodal Data

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.545502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a674bde-5077-4420-bc07-17e9848dff2e · outbound

This paper cites online" 'onlinestring :=.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier online" 'onlinestring :=

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.550000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37527fb4-705d-40f1-82e6-27350e428f7f · outbound

This paper cites write newline.

LLaVAC: Fine-tuning LLaVA as a Multimodal Sentiment Classifier write newline

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T10:33:50.555389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.