FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models | Paper Citation Record

Observation 8199c9a3-c484-4d1b-9f1e-a53dad5ae548 · outbound

This paper cites Top2Vec: Distributed Representations of Topics.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Top2Vec: Distributed Representations of Topics

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:36.443460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b131fe46-5c77-4080-a0af-c88f308bf6fc · outbound

This paper cites FinBERT: Financial Sentiment Analysis with Pre-trained Language Models.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models FinBERT: Financial Sentiment Analysis with Pre-trained Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:36.502891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fed8c12-2f2c-4ae3-8393-c53f09f5b039 · outbound

This paper cites FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:36.627779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97d67b42-7882-41f1-898e-48cb237864e2 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models On the Opportunities and Risks of Foundation Models

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:36.770193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 75fe75a7-d244-48aa-9de1-eb15c2cbc341 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:42.902149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cc44497-7196-4fc8-a43a-15e60773a6d0 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:42.682283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb5cb93f-0adb-4c68-9bcf-101bf8a9b563 · outbound

This paper cites 2019.FinBERT: Pre-Trained Model on SEC Filings for Financial Natural Language Tasks.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models 2019.FinBERT: Pre-Trained Model on SEC Filings for Financial Natural Language Tasks

Reference 7

Resolution: verified exact; raw_fallback, observed 2026-08-07T12:05:40.433310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6a9b4cfd-a369-43f6-a168-37d30b6bb1f5 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.337841Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb2eef71-bb92-4274-abfb-180f4715b770 · outbound

This paper cites BERTopic: Neural topic modeling with a class-based TF-IDF procedure.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models BERTopic: Neural topic modeling with a class-based TF-IDF procedure

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.396370Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7e3920d-1b5e-43fe-a3cf-a20da28eb031 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:42.477711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 387211e6-a4c8-44a3-badb-db851f512ea2 · outbound

This paper cites Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Bad Actor, Good Advisor: Exploring the Role of Large Language Models in Fake News Detection

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:05:40.253344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 316037b1-a001-40c3-a3bb-cf3d278babb1 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.573619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0163fa90-b625-493a-b074-639e0da25d1c · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.627209Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33ce5a5a-7a64-4ecf-beef-4f8636550504 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:42.154336Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation d47d9a8d-c32e-46b8-a8c8-d4722adda83e · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.730981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be99aed2-8f61-489c-95f3-c6b815461b07 · outbound

This paper cites Dense Passage Retrieval for Open-Domain Question Answering.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Dense Passage Retrieval for Open-Domain Question Answering

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.812435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4469353e-e75d-4692-9e2c-e42408b90b4c · outbound

This paper cites ChatGPT: Jack of all trades, master of none.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models ChatGPT: Jack of all trades, master of none

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.902120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39c5c18c-6088-49ab-9c3c-0cd9ac1f10ea · outbound

This paper cites FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models FinLlama: Financial Sentiment Classification for Algorithmic Trading Applications

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:37.990038Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28ece43c-38cf-419e-9922-d9ac77efd076 · outbound

This paper cites Cross-lingual Language Model Pretraining.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Cross-lingual Language Model Pretraining

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.024408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 538fb277-39e6-454a-a002-dda59710de6a · outbound

This paper cites Latent Retrieval for Weakly Supervised Open Domain Question Answering.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Latent Retrieval for Weakly Supervised Open Domain Question Answering

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.067114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec66673-de5c-4c0c-8bed-80e4a317eb26 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:41.931428Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3b71d6d6-d8fb-4457-a65a-fb78eb47d160 · outbound

This paper cites Lewis, Luke Zettlemoyer, and Veselin Stoyanov.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Lewis, Luke Zettlemoyer, and Veselin Stoyanov

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:05:41.864851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e0d3de6a-8029-4e04-ba6c-f23e8ec7f628 · outbound

This paper cites Decoupled Weight Decay Regularization.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Decoupled Weight Decay Regularization

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.200169Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89550958-0075-4e1c-8b37-a7866f23d1dc · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:41.755398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1729cf8c-f13a-4f23-908d-6fcb87726eab · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:41.682953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1597dafa-7123-4d65-9b01-c9645c274e5d · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:41.556177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f77a5157-4b2e-47ae-a1f7-5c213ac469d0 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:41.463316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d497f81-debf-4ee9-a195-835a5dad0b40 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.381160Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c2d0635-6756-4b3b-aafc-352551ffb28b · outbound

This paper cites NetEase Youdao.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models NetEase Youdao

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:05:41.370234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 1bc1934f-00c8-4001-87ce-e639dc77b85b · outbound

This paper cites Representation Learning with Contrastive Predictive Coding.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Representation Learning with Contrastive Predictive Coding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.474276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ed5854f-cc2c-45e2-8192-8950d78492fd · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 31

Resolution: malformed identifier; no resolver link, observed 2026-08-07T12:05:38.561166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95af71cb-9a7b-443e-90cc-03de973f1fe5 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.619569Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09157668-6521-4ba4-a6e2-bcfb23e4aa2a · outbound

This paper cites Smith, Luke Zettlemoyer, and Tao Yu.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Smith, Luke Zettlemoyer, and Tao Yu

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:05:41.285284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65352c45-f023-4246-bce4-477f92c41cde · outbound

This paper cites Do We Need Domain-Specific Embedding Models? An Empirical Investigation.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Do We Need Domain-Specific Embedding Models? An Empirical Investigation

Reference 34

Resolution: verified exact; local_arxiv, observed 2026-08-07T12:05:39.913731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 827c0a5f-7a95-45f5-9213-06a8d8af0a0d · outbound

This paper cites BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.829970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03582916-b5fb-4050-ab7a-6adfcd29b89c · outbound

This paper cites Text Embeddings by Weakly-Supervised Contrastive Pre-training.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Text Embeddings by Weakly-Supervised Contrastive Pre-training

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.911602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce409743-aab3-4669-bca5-ab19d81e8a92 · outbound

This paper cites FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:39.032625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 151c852d-6ec2-48fc-8663-359e15fa1bcf · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:41.193928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bd9d6f57-807e-45c4-9afd-2b42dfdff5e2 · outbound

This paper cites 2023.M3E: Moka Massive Mixed Embedding Model.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models 2023.M3E: Moka Massive Mixed Embedding Model

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:05:41.057499Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation bcb62e24-15e7-45bf-8cd3-00250fded485 · outbound

This paper cites Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:39.255201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2ede14f4-fd09-4e7a-badd-e2970a7ec7c1 · outbound

This paper cites BloombergGPT: A Large Language Model for Finance.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models BloombergGPT: A Large Language Model for Finance

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:39.292735Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30955d9c-65fd-4c73-b88c-782d658c7340 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:40.974337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ed329095-0ba6-438f-8cff-94c000bcf87a · outbound

This paper cites C-Pack: Packed Resources For General Chinese Embeddings.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models C-Pack: Packed Resources For General Chinese Embeddings

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:39.397302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8598f3c-eaec-44d8-a18f-5cb14639aa19 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:40.854011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 74b1fd33-d489-4a5e-93e7-1edd422b0b42 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 45

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:40.792474Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 160397eb-1839-419d-b574-ac5a8d79c47f · outbound

This paper cites Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Mengzi: Towards Lightweight yet Ingenious Pre-trained Models for Chinese

Reference 46

Resolution: malformed identifier; no resolver link, observed 2026-08-07T12:05:39.554286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ab3785-d518-48e3-9a63-ad278cca9cf1 · outbound

This paper cites an unresolved cited work.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:05:40.675867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b40c1292-5eaf-44af-b255-fdbf94ee38e8 · outbound

This paper cites Evaluation Instructions:For the provided topic keyword list, rate each criterion on a scale of 1 to 3: 1 point: Poor performance, does not meet the standard.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Evaluation Instructions:For the provided topic keyword list, rate each criterion on a scale of 1 to 3: 1 point: Poor performance, does not meet the standard

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:05:40.596221Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f996fb42-5d89-4e04-865f-5ae08cb5f52d · outbound

This paper cites Pre-training Tasks for Embedding-based Large-scale Retrieval.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Pre-training Tasks for Embedding-based Large-scale Retrieval

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:36.977593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e07d3fc-86cc-45c6-83c6-fb0b8eeda4d6 · outbound

This paper cites Text and Code Embeddings by Contrastive Pre-Training.

FinBERT2: A Specialized Bidirectional Encoder for Bridging the Gap in Finance-Specific Deployment of Large Language Models Text and Code Embeddings by Contrastive Pre-Training

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T12:05:38.401023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers