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Bibliographic Details
Main Authors:	Parida, Shantipriya, Panwar, Shakshi, Lata, Kusum, Mishra, Sanskruti, Sekhar, Sambit
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2407.09855
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HindiLLM: Large Language Model for Hindi
by: Chouhan, Sanjay, et al.
Published: (2024)

Airavata: Introducing Hindi Instruction-tuned LLM
by: Gala, Jay, et al.
Published: (2024)

Enhancing Hindi NER in Low Context: A Comparative study of Transformer-based models with vs. without Retrieval Augmentation
by: Singh, Sumit, et al.
Published: (2025)

DeepRAG: Building a Custom Hindi Embedding Model for Retrieval Augmented Generation from Scratch
by: M, Nandakishor
Published: (2025)

Bridging the Data Gap: Creating a Hindi Text Summarization Dataset from the English XSUM
by: Katwe, Praveenkumar, et al.
Published: (2026)

Raising Bars, Not Parameters: LilMoo Compact Language Model for Hindi
by: Fatimah, Shiza, et al.
Published: (2026)

Suvach -- Generated Hindi QA benchmark
by: Narayanan, Vaishak, et al.
Published: (2024)

COMI-LINGUA: Expert Annotated Large-Scale Dataset for Multitask NLP in Hindi-English Code-Mixing
by: Sheth, Rajvee, et al.
Published: (2025)

Multi-class Regret Detection in Hindi Devanagari Script
by: Sharma, Renuka, et al.
Published: (2024)

LLM Compression: How Far Can We Go in Balancing Size and Performance?
by: Sk, Sahil, et al.
Published: (2025)

HLDC: Hindi Legal Documents Corpus
by: Kapoor, Arnav, et al.
Published: (2022)

In-domain SSL pre-training and streaming ASR
by: Duret, Jarod, et al.
Published: (2025)

Survey of Pseudonymization, Abstractive Summarization & Spell Checker for Hindi and Marathi
by: Ransing, Rasika, et al.
Published: (2024)

'Since Lawyers are Males..': Examining Implicit Gender Bias in Hindi Language Generation by LLMs
by: Joshi, Ishika, et al.
Published: (2024)

Multilingual Mathematical Reasoning: Advancing Open-Source LLMs in Hindi and English
by: Anand, Avinash, et al.
Published: (2024)

Multilingual LLMs Are Not Multilingual Thinkers: Evidence from Hindi Analogy Evaluation
by: Gupta, Ashray, et al.
Published: (2025)

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models
by: Veldanda, Akshaj Kumar, et al.
Published: (2024)

CIVICS: Building a Dataset for Examining Culturally-Informed Values in Large Language Models
by: Pistilli, Giada, et al.
Published: (2024)

Explainable cognitive decline detection in free dialogues with a Machine Learning approach based on pre-trained Large Language Models
by: de Arriba-Pérez, Francisco, et al.
Published: (2024)

Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)
by: Mustafa, Mohammad Asif Ibna, et al.
Published: (2024)

An Under-Explored Application for Explainable Multimodal Misogyny Detection in code-mixed Hindi-English
by: Yadav, Sargam, et al.
Published: (2026)

Can pre-trained language models generate titles for research papers?
by: Rehman, Tohida, et al.
Published: (2024)

On the Suitability of pre-trained foundational LLMs for Analysis in German Legal Education
by: Wendlinger, Lorenz, et al.
Published: (2024)

Myanmar XNLI: Building a Dataset and Exploring Low-resource Approaches to Natural Language Inference with Myanmar
by: Htet, Aung Kyaw, et al.
Published: (2025)

MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries
by: Ghosh, Akash, et al.
Published: (2024)

T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning
by: Chakraborty, Amartya, et al.
Published: (2025)

The potential -- and the pitfalls -- of using pre-trained language models as cognitive science theories
by: Shah, Raj Sanjay, et al.
Published: (2025)

CoreEval: Automatically Building Contamination-Resilient Datasets with Real-World Knowledge toward Reliable LLM Evaluation
by: Zhao, Jingqian, et al.
Published: (2025)

Assessment and manipulation of latent constructs in pre-trained language models using psychometric scales
by: Reuben, Maor, et al.
Published: (2024)

WizardLM: Empowering large pre-trained language models to follow complex instructions
by: Xu, Can, et al.
Published: (2023)

Building a Rich Dataset to Empower the Persian Question Answering Systems
by: Yazdinejad, Mohsen, et al.
Published: (2024)

Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement
by: Ye, Liqin, et al.
Published: (2025)

Continual Pre-training of MoEs: How robust is your router?
by: Thérien, Benjamin, et al.
Published: (2025)

Revealing the impact of synthetic native samples and multi-tasking strategies in Hindi-English code-mixed humour and sarcasm detection
by: Mazumder, Debajyoti, et al.
Published: (2024)

Human-1 by Josh Talks: A Full-Duplex Conversational Modeling Framework in Hindi using Real-World Conversations
by: Singh, Bhaskar, et al.
Published: (2026)

Planning in the LLM Era: Building for Reliability and Efficiency
by: Katz, Michael, et al.
Published: (2026)

Scaling LLM Pre-training with Vocabulary Curriculum
by: Yu, Fangyuan
Published: (2025)

L+M-24: Building a Dataset for Language + Molecules @ ACL 2024
by: Edwards, Carl, et al.
Published: (2024)

SPEAR-MM: Selective Parameter Evaluation and Restoration via Model Merging for Efficient Financial LLM Adaptation
by: Kapusuzoglu, Berkcan, et al.
Published: (2025)

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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