Paper Citation Record · LEDGER

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer?

As of 11 August 2026, this Paper Citation Record lists 20 of 20 outbound references and 0 inbound Pith citation observations for arXiv:2501.04138.

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

pith.paper-citation-record.v1
2501.04138 v1

Coverage vector

measured 20 of 20 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T21:43:25.919378Z

measured 20 of 20 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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

20 of 20 outbound references displayed

verified exact0
verified fuzzy7
unresolved11
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbe93ba6-5467-474e-b398-ce14c6bd1447 · outbound

This paper cites In Findings of the Association for Computational Linguistics: ACL 2023, pages 8256–.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? In Findings of the Association for Computational Linguistics: ACL 2023, pages 8256–

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.557221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9a741e32-a20c-4f9e-b086-c03cf1679886 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.469157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eff4710e-d4fb-46b2-9c86-fd29ee8bec99 · outbound

This paper cites SOUL: Towards Sentiment and Opinion Understanding of Language.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? SOUL: Towards Sentiment and Opinion Understanding of Language

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T21:43:26.179670Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 0b73e684-7f8d-436d-b5c3-da0daa631ca5 · outbound

This paper cites HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? HCAM -- Hierarchical Cross Attention Model for Multi-modal Emotion Recognition

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.555945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bbf07de-fedf-4d76-9bbd-affcaac80e81 · outbound

This paper cites Listen, Think, and Understand.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Listen, Think, and Understand

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.603086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b02cde4-29bc-4008-8bf1-e461ac3a7622 · outbound

This paper cites In Findings of the Association for Computational Linguistics: EMNLP 2022, pages 289–299.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? In Findings of the Association for Computational Linguistics: EMNLP 2022, pages 289–299

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.496325Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b541765-0c3c-4d42-a69a-154dc9cf24e5 · outbound

This paper cites ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? ScaleVLAD: Improving Multimodal Sentiment Analysis via Multi-Scale Fusion of Locally Descriptors

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.752770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fab8e1db-5c1d-46bc-8eb5-111a0a484aa2 · outbound

This paper cites In 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), pages 350–357.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? In 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), pages 350–357

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.418865Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 833f3756-dcad-4d1f-bb05-ed4b27f1e90c · outbound

This paper cites M-SENA: An Integrated Platform for Multimodal Sentiment Analysis.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? M-SENA: An Integrated Platform for Multimodal Sentiment Analysis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.768375Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14e7e7f4-71bc-43d2-b84b-6a49421b81c4 · outbound

This paper cites Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Emotion Recognition from Speech Using Wav2vec 2.0 Embeddings

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.777825Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7da15da4-8ca4-4a91-9553-8bb79d6e8d48 · outbound

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

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.789415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a195208-744b-4aa3-8dba-b2d9d432ceb3 · outbound

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

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Is ChatGPT a Good Sentiment Analyzer? A Preliminary Study

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.796331Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 701acd15-b9f8-43d1-988f-e0bbbf381a75 · outbound

This paper cites SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.919378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1794769f-95d4-4e71-a7a3-3382b4541830 · outbound

This paper cites In 2017 IEEE International Conference on Multimedia and Expo (ICME), pages 949–954.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? In 2017 IEEE International Conference on Multimedia and Expo (ICME), pages 949–954

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.324957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ae462fc6-3f3d-46a8-8220-381f37b7d077 · outbound

This paper cites In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.236757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 9fe3bd8c-7d49-46c8-aae1-33d8ad25675e · outbound

This paper cites BERT-Like.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? BERT-Like

Reference 2020

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.396574Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation ed06ba36-3c5f-4a30-a177-9fd74326803c · outbound

This paper cites Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.649485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 854d5b97-c836-4351-8eeb-af833e40746b · outbound

This paper cites In Findings of the Association for Computational Linguistics: EMNLP 2022, pages 5105–5114.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? In Findings of the Association for Computational Linguistics: EMNLP 2022, pages 5105–5114

Reference 2022

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T21:43:26.529333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 3edb7c4c-1dc7-4ede-ba0b-c6e8dbaf03a9 · outbound

This paper cites GPT-4 Technical Report.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? GPT-4 Technical Report

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-10T21:43:25.417581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45535fc0-2535-4a72-b57c-11c0815b15bc · outbound

This paper cites Are Human Conversations Special? A Large Language Model Perspective.

"Yeah Right!" -- Do LLMs Exhibit Multimodal Feature Transfer? Are Human Conversations Special? A Large Language Model Perspective

Reference 2024

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T21:43:26.089463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Pith citing papers

No inbound Pith citation observations are available.