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Main Authors:	Javis AI Team, Singh, Amrendra, Shah, Maulik, Sampath, Dharshan
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2507.08865
Tags:	Add Tag No Tags, Be the first to tag this record!

Patent Language Model Pretraining with ModernBERT
by: Yousefiramandi, Amirhossein, et al.
Published: (2025)

TabiBERT: A Large-Scale ModernBERT Foundation Model and A Unified Benchmark for Turkish
by: Türker, Melikşah, et al.
Published: (2025)

ModernBERT + ColBERT: Enhancing biomedical RAG through an advanced re-ranking retriever
by: Rivera, Eduardo Martínez, et al.
Published: (2025)

Clinical ModernBERT: An efficient and long context encoder for biomedical text
by: Lee, Simon A., et al.
Published: (2025)

ModernBERT is More Efficient than Conventional BERT for Chest CT Findings Classification in Japanese Radiology Reports
by: Yamagishi, Yosuke, et al.
Published: (2025)

ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance
by: Antoun, Wissam, et al.
Published: (2025)

Pretraining Finnish ModernBERTs
by: Reunamo, Akseli, et al.
Published: (2025)

A Diversity Diet for a Healthier Model: A Case Study of French ModernBERT
by: Estève, Louis, et al.
Published: (2026)

llm-jp-modernbert: A ModernBERT Model Trained on a Large-Scale Japanese Corpus with Long Context Length
by: Sugiura, Issa, et al.
Published: (2025)

NorBERTo: A ModernBERT Model Trained for Portuguese with 331 Billion Tokens Corpus
by: Silva, Enzo S. N., et al.
Published: (2026)

BioClinical ModernBERT: A State-of-the-Art Long-Context Encoder for Biomedical and Clinical NLP
by: Sounack, Thomas, et al.
Published: (2025)

TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers
by: Saleh, Majd, et al.
Published: (2024)

Lightweight Spatial Modeling for Combinatorial Information Extraction From Documents
by: Dong, Yanfei, et al.
Published: (2024)

Fin-ExBERT: User Intent based Text Extraction in Financial Context using Graph-Augmented BERT and trainable Plugin
by: Sarker, Soumick, et al.
Published: (2025)

Leveraging Semantic Triples for Private Document Generation with Local Differential Privacy Guarantees
by: Meisenbacher, Stephen, et al.
Published: (2025)

KIEval: Evaluation Metric for Document Key Information Extraction
by: Khang, Minsoo, et al.
Published: (2025)

ViBERTgrid BiLSTM-CRF: Multimodal Key Information Extraction from Unstructured Financial Documents
by: Pala, Furkan, et al.
Published: (2024)

Artificial Intelligence and the Spatial Documentation of Languages
by: Ghanim, Hakam
Published: (2024)

Multi-Document Financial Question Answering using LLMs
by: Shah, Shalin, et al.
Published: (2024)

Event-Arguments Extraction Corpus and Modeling using BERT for Arabic
by: Aljabari, Alaa, et al.
Published: (2024)

Transformer-Based Extraction of Statutory Definitions from the U.S. Code
by: Hosabettu, Arpana, et al.
Published: (2025)

SUIT: Knowledge Editing with Subspace-Aware Key-Value Mappings
by: Park, Haewon, et al.
Published: (2025)

Improve Academic Query Resolution through BERT-based Question Extraction from Images
by: Kamal, Nidhi, et al.
Published: (2024)

End-to-End Navigation with Vision Language Models: Transforming Spatial Reasoning into Question-Answering
by: Goetting, Dylan, et al.
Published: (2024)

m3BERT: A Modern, Multi-lingual, Matryoshka Bidirectional Encoder
by: Wang, Yaoxiang, et al.
Published: (2026)

Indexing and Visualization of Climate Change Narratives Using BERT and Causal Extraction
by: Sakaji, Hiroki, et al.
Published: (2024)

LongKey: Keyphrase Extraction for Long Documents
by: Alves, Jeovane Honorio, et al.
Published: (2024)

Enhancing TinyBERT for Financial Sentiment Analysis Using GPT-Augmented FinBERT Distillation
by: Thomas, Graison Jos
Published: (2024)

Enhancing Grammatical Error Detection using BERT with Cleaned Lang-8 Dataset
by: Nihalani, Rahul, et al.
Published: (2024)

SLIDE: Sliding Localized Information for Document Extraction
by: Singh, Divyansh, et al.
Published: (2025)

FinAI-BERT: A Transformer-Based Model for Sentence-Level Detection of AI Disclosures in Financial Reports
by: Zafar, Muhammad Bilal
Published: (2025)

It is Time to Develop an Auditing Framework to Promote Value Aware Chatbots
by: Wang, Yanchen, et al.
Published: (2024)

HyperBox: A Supervised Approach for Hypernym Discovery using Box Embeddings
by: Parmar, Maulik, et al.
Published: (2022)

A Combination of BERT and Transformer for Vietnamese Spelling Correction
by: Trung, Hieu Ngo, et al.
Published: (2024)

Empirical Study on Updating Key-Value Memories in Transformer Feed-forward Layers
by: Qiu, Zihan, et al.
Published: (2024)

AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for Arabic
by: Elshehy, Omar, et al.
Published: (2026)

A Pluggable Multi-Task Learning Framework for Sentiment-Aware Financial Relation Extraction
by: Luo, Jinming, et al.
Published: (2025)

On the Spatial Structure of Mixture-of-Experts in Transformers
by: Bershatsky, Daniel, et al.
Published: (2025)

Transformers need glasses! Information over-squashing in language tasks
by: Barbero, Federico, et al.
Published: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

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