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Bibliographic Details
Main Authors:	Nauman, Mohd, Gvm, Sravan, Devane, Vijay, Pawar, Shyam, Thakur, Viraj, Pundalik, Kundeshwar, Sawarkar, Piyush, Saluja, Rohit, Desarkar, Maunendra, Ramakrishnan, Ganesh
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2511.02374
Tags:	Add Tag No Tags, Be the first to tag this record!

BhashaBench V1: A Comprehensive Benchmark for the Quadrant of Indic Domains
by: Devane, Vijay, et al.
Published: (2025)

Multilingual Tokenization through the Lens of Indian Languages: Challenges and Insights
by: Karthika, N J, et al.
Published: (2025)

PARAM-1 BharatGen 2.9B Model
by: Pundalik, Kundeshwar, et al.
Published: (2025)

Intent Aware Context Retrieval for Multi-Turn Agricultural Question Answering
by: Vijayvargia, Abhay, et al.
Published: (2025)

MorphTok: Morphologically Grounded Tokenization for Indian Languages
by: Brahma, Maharaj, et al.
Published: (2025)

BoK: Introducing Bag-of-Keywords Loss for Interpretable Dialogue Response Generation
by: Dey, Suvodip, et al.
Published: (2025)

DIWALI: Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context
by: Sahoo, Pramit, et al.
Published: (2025)

NLIP_Lab-IITH Low-Resource MT System for WMT24 Indic MT Shared Task
by: Sahoo, Pramit, et al.
Published: (2024)

NLIP_Lab-IITH Multilingual MT System for WAT24 MT Shared Task
by: Brahma, Maharaj, et al.
Published: (2024)

Unsupervised Domain Adaptation with Global and Local Graph Neural Networks in Limited Labeled Data Scenario: Application to Disaster Management
by: Ghosh, Samujjwal, et al.
Published: (2021)

Transformer based Multitask Learning for Image Captioning and Object Detection
by: Basak, Debolena, et al.
Published: (2024)

Improving Video Question Answering through query-based frame selection
by: Patil, Himanshu, et al.
Published: (2026)

CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages
by: Maurya, Kaushal Kumar, et al.
Published: (2023)

LLMStinger: Jailbreaking LLMs using RL fine-tuned LLMs
by: Jha, Piyush, et al.
Published: (2024)

Diabetic nephropathy: Ayur‐nutri‐pharmaco approach
by: Kounaina Khan, et al.
Published: (2024)

Journal of Ayurveda
Published: (2022)

The Role of Social Media in Promoting Agricultural Products: A Case Study of Solapur District
by: Pawar, Rutuja Vijay
Published: (2025)

RLSF: Fine-tuning LLMs via Symbolic Feedback
by: Jha, Piyush, et al.
Published: (2024)

Approximation-Free Control Barrier Functions for Prescribed-Time Reach-Avoid of Unknown Systems
by: Sawarkar, Shubham, et al.
Published: (2025)

Population III star formation in the presence of turbulence, magnetic fields and ionizing radiation feedback
by: Sharda, Piyush, et al.
Published: (2024)

A Case Report on Management of Liver Cirrhosis Using Ayurveda and Integrative Approach of Treatment
by: Prasan Shankar, et al.
Published: (2024)

Journal of Ayurveda and Integrative Medicine
Published: (2010)

Journal of Ayurveda Case Reports
Published: (2026)

International Journal of Ayurveda Research
Published: (2025)

Journal of Ayurveda and Holistic Medicine
Published: (2025)

BertRLFuzzer: A BERT and Reinforcement Learning Based Fuzzer
by: Jha, Piyush, et al.
Published: (2023)

MathConstraint: Automated Generation of Verified Combinatorial Reasoning Instances for LLMs
by: Pati, Viresh, et al.
Published: (2026)

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis
by: Lu, Zhengyang, et al.
Published: (2024)

AlphaMapleSAT: An MCTS-based Cube-and-Conquer SAT Solver for Hard Combinatorial Problems
by: Jha, Piyush, et al.
Published: (2024)

A Reinforcement Learning based Reset Policy for CDCL SAT Solvers
by: Li, Chunxiao, et al.
Published: (2024)

CoTran: An LLM-based Code Translator using Reinforcement Learning with Feedback from Compiler and Symbolic Execution
by: Jana, Prithwish, et al.
Published: (2023)

Beyond Rice: The New Dynamics of Food, Fuel, and Farming in India
by: Pooja Saluja
Published: (2025)

Dietetics in Ayurveda: A Review Study
by: Dr. Yogesh Tukaram Kotangal, et al.
Published: (2025)

Adding TESS to CRÉME. Light curves and masses of 300+ eclipsing binaries
by: Hełminiak, Krzysztof G., et al.
Published: (2024)

FIGURE 9 in Caliphaea sinuofurcata sp. nov. (Odonata: Zygoptera: Calopterygidae) from Arunachal Pradesh, India
by: Sawant, Dattaprasad, et al.
Published: (2025)

Caliphaea sinuofurcata Sawant, Joshi & Kunte
by: Sawant, Dattaprasad, et al.
Published: (2025)

Caliphaea sinuofurcata sp. nov. (Odonata: Zygoptera: Calopterygidae) from Arunachal Pradesh, India
by: Sawant, Dattaprasad, et al.
Published: (2025)

IDD-X: A Multi-View Dataset for Ego-relative Important Object Localization and Explanation in Dense and Unstructured Traffic
by: Parikh, Chirag, et al.
Published: (2024)

Scalable and Approximation-free Symbolic Control for Unknown Euler-Lagrange Systems
by: Das, Ratnangshu, 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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