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Bibliographic Details
Main Authors:	Patel, Devendra, Jain, Aaditya, Verma, Jayant, Rajput, Divyansh, Mahala, Sunil, Khapare, Ketki Suresh, Kalla, Jayateja
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2507.03329
Tags:	Add Tag No Tags, Be the first to tag this record!

CoVLM: Leveraging Consensus from Vision-Language Models for Semi-supervised Multi-modal Fake News Detection
by: Devank, et al.
Published: (2024)

TACLE: Task and Class-aware Exemplar-free Semi-supervised Class Incremental Learning
by: Kalla, Jayateja, et al.
Published: (2024)

NDAI Agreements
by: Stephenson, Matthew, et al.
Published: (2025)

Beyond Few-shot Object Detection: A Detailed Survey
by: Chudasama, Vishal, et al.
Published: (2024)

Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems
by: Meghwani, Hansa, et al.
Published: (2025)

Towards Domain Specification of Embedding Models in Medicine
by: Khodadad, Mohammad, et al.
Published: (2025)

Seeking Specifications: The Case for Neuro-Symbolic Specification Synthesis
by: Granberry, George, et al.
Published: (2025)

Security awareness in LLM agents: the NDAI zone case
by: Bottazzi, Enrico, et al.
Published: (2026)

Effect of different growth media on biometric parameter of brinjal and chilli seedlings under shade net house
by: P. Mahala
Published: (2022)

Towards Specification-Driven LLM-Based Generation of Embedded Automotive Software
by: Patil, Minal Suresh, et al.
Published: (2024)

Effect of Model Merging in Domain-Specific Ad-hoc Retrieval
by: Sasaki, Taiga, et al.
Published: (2025)

RAFT: Adapting Language Model to Domain Specific RAG
by: Zhang, Tianjun, et al.
Published: (2024)

Interpreting Contrastive Embeddings in Specific Domains with Fuzzy Rules
by: Fumanal-Idocin, Javier, et al.
Published: (2026)

Context-Aware SQL Error Correction Using Few-Shot Learning -- A Novel Approach Based on NLQ, Error, and SQL Similarity
by: Jain, Divyansh, et al.
Published: (2024)

Do We Need Domain-Specific Embedding Models? An Empirical Investigation
by: Tang, Yixuan, et al.
Published: (2024)

Do Vision--Language Models Understand 3D Scenes or Just Catalogue Objects?
by: Maheshwari, Animesh, et al.
Published: (2026)

On Synthetic Data Strategies for Domain-Specific Generative Retrieval
by: Wen, Haoyang, et al.
Published: (2025)

Retrieval-Augmented Feature Generation for Domain-Specific Classification
by: Zhang, Xinhao, et al.
Published: (2024)

Scaling Safe Multi-Agent Control for Signal Temporal Logic Specifications
by: Eappen, Joe, et al.
Published: (2025)

Domain Specific Data Distillation and Multi-modal Embedding Generation
by: Peddiraju, Sharadind, et al.
Published: (2024)

CALM: A Self-Adaptive Orchestration Approach for QoS-Aware Routing in Small Language Model based Systems
by: Jain, Hemang, et al.
Published: (2026)

Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge
by: Raju, Ravi, et al.
Published: (2024)

FlexIR: A Domain-Specific Information Retrieval System
by: Saïd Radhouani
Published: (2009)

How good are LLMs at Retrieving Documents in a Specific Domain?
by: Islam, Nafis Tanveer, et al.
Published: (2025)

Efficient Embedding-based Synthetic Data Generation for Complex Reasoning Tasks
by: Jayaraman, Srideepika, et al.
Published: (2026)

PLAID: Supporting Computing Instructors to Identify Domain-Specific Programming Plans at Scale
by: Jain, Yoshee, et al.
Published: (2025)

ChEmbed: Enhancing Chemical Literature Search Through Domain-Specific Text Embeddings
by: Kasmaee, Ali Shiraee, et al.
Published: (2025)

Assessing the Feasibility of a Novel Solar Still With Fins, Phase Change Materials, and Wick Materials for Sustainable Water Production
by: Trinath Mahala, et al.
Published: (2024)

Agentic Separation Logic Specification Synthesis
by: Suresh, Tarun, et al.
Published: (2026)

Predictive Query Language: A Domain-Specific Language for Predictive Modeling on Relational Databases
by: Kocijan, Vid, et al.
Published: (2026)

Domain Specific Question to SQL Conversion with Embedded Data Balancing Technique
by: Jyothi, et al.
Published: (2025)

Embedding Domain-Specific Knowledge from LLMs into the Feature Engineering Pipeline
by: Batista, João Eduardo
Published: (2025)

Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data
by: Gill, Waris, et al.
Published: (2025)

Plant exosomes: A natural medicine for oral cancer
by: Sidhanti Nyahatkar, et al.
Published: (2024)

Can Out-of-Domain data help to Learn Domain-Specific Prompts for Multimodal Misinformation Detection?
by: Bhattacharya, Amartya, et al.
Published: (2023)

Weighted Bergman Kernels on Planar Domains
by: Jain, Aakanksha, et al.
Published: (2022)

Weighted Kernel Functions on Planar Domains
by: Jain, Aakanksha, et al.
Published: (2025)

Weighted Szegő Kernels on Planar Domains
by: Jain, Aakanksha, et al.
Published: (2023)

ChemTEB: Chemical Text Embedding Benchmark, an Overview of Embedding Models Performance & Efficiency on a Specific Domain
by: Kasmaee, Ali Shiraee, 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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