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Bibliographic Details
Main Author:	Bąkowski, Jacek
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2604.01425
Tags:	Add Tag No Tags, Be the first to tag this record!

Building pre-train LLM Dataset for the INDIC Languages: a case study on Hindi
by: Parida, Shantipriya, et al.
Published: (2024)

Hindi-BEIR : A Large Scale Retrieval Benchmark in Hindi
by: Acharya, Arkadeep, et al.
Published: (2024)

Improving code-mixed hate detection by native sample mixing: A case study for Hindi-English code-mixed scenario
by: Mazumder, Debajyoti, et al.
Published: (2024)

Benchmarking and Building Zero-Shot Hindi Retrieval Model with Hindi-BEIR and NLLB-E5
by: Acharya, Arkadeep, et al.
Published: (2024)

Text Detoxification as Style Transfer in English and Hindi
by: Mukherjee, Sourabrata, et al.
Published: (2024)

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

Samasāmayik: A Parallel Dataset for Hindi-Sanskrit Machine Translation
by: Karthika, N J, et al.
Published: (2026)

Automatic Speech Recognition for Hindi
by: Saha, Anish, et al.
Published: (2024)

HiMed: Incentivizing Hindi Reasoning in Medical LLMs
by: Jiang, Dingfeng, et al.
Published: (2026)

Breaking Language Barriers: A Question Answering Dataset for Hindi and Marathi
by: Sabane, Maithili, et al.
Published: (2023)

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

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

Counter Turing Test ($CT^2$): Investigating AI-Generated Text Detection for Hindi -- Ranking LLMs based on Hindi AI Detectability Index ($ADI_{hi}$)
by: Kavathekar, Ishan, et al.
Published: (2024)

LAHAJA: A Robust Multi-accent Benchmark for Evaluating Hindi ASR Systems
by: Javed, Tahir, et al.
Published: (2024)

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

Modeling Romanized Hindi and Bengali: Dataset Creation and Multilingual LLM Integration
by: Gharami, Kanchon, et al.
Published: (2025)

Does Dependency Locality Predict Non-canonical Word Order in Hindi?
by: Ranjan, Sidharth, et al.
Published: (2024)

Low-Resource Counterspeech Generation for Indic Languages: The Case of Bengali and Hindi
by: Das, Mithun, 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)

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

Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi
by: Raihan, Md Nishat, et al.
Published: (2023)

Benchmarking Hindi LLMs: A New Suite of Datasets and a Comparative Analysis
by: Kamath, Anusha, et al.
Published: (2025)

On the effective transfer of knowledge from English to Hindi Wikipedia
by: Das, Paramita, et al.
Published: (2024)

Akal Badi ya Bias: An Exploratory Study of Gender Bias in Hindi Language Technology
by: Hada, Rishav, et al.
Published: (2024)

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

Extending Beacon to Hindi: Cultural Adaptation Drives Cross-Lingual Sycophancy
by: Sattigeri, Sarthak
Published: (2026)

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)

Women, Infamous, and Exotic Beings: A Comparative Study of Honorific Usages in Wikipedia and LLMs for Bengali and Hindi
by: Mukherjee, Sourabrata, et al.
Published: (2025)

EmoMix-3L: A Code-Mixed Dataset for Bangla-English-Hindi Emotion Detection
by: Raihan, Nishat, et al.
Published: (2024)

Adapting Small Language Models to Low-Resource Domains: A Case Study in Hindi Tourism QA
by: Majhi, Sandipan, et al.
Published: (2025)

Reconsidering SMT Over NMT for Closely Related Languages: A Case Study of Persian-Hindi Pair
by: Yousofi, Waisullah, et al.
Published: (2024)

From Fragments to Facts: A Curriculum-Driven DPO Approach for Generating Hindi News Veracity Explanations
by: Bansal, Pulkit, et al.
Published: (2025)

Improved intent classification based on context information using a windows-based approach
by: Farfan-Escobedo, Jeanfranco D., et al.
Published: (2024)

Evaluating Machine Translation Models for English-Hindi Language Pairs: A Comparative Analysis
by: Shetty, Ahan Prasannakumar
Published: (2025)

Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi
by: Choudhury, Monojit, et al.
Published: (2025)

Breaking the Silence Detecting and Mitigating Gendered Abuse in Hindi, Tamil, and Indian English Online Spaces
by: Vetagiri, Advaitha, et al.
Published: (2024)

Comparison between parameter-efficient techniques and full fine-tuning: A case study on multilingual news article classification
by: Razuvayevskaya, Olesya, et al.
Published: (2023)

HinTel-AlignBench: A Framework and Benchmark for Hindi-Telugu with English-Aligned Samples
by: Chigrupaatii, Rishikant, 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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