:: Library Catalog

Saved in:

Bibliographic Details
Main Authors:	Kasundra, Jaykumar, Praharaj, Anjaneya, Surana, Sourabh, Chodisetty, Lakshmi Sirisha, Sharma, Sourav, Verma, Abhigya, Bhardwaj, Abhishek, Kanhar, Debasish, Bhagat, Aakash, Slimi, Khalil, Subramanian, Seganrasan, Madhusudhan, Sathwik Tejaswi, Chenna, Ranga Prasad, Sunkara, Srinivas
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2512.20293
Tags:	Add Tag No Tags, Be the first to tag this record!

Modular Techniques for Synthetic Long-Context Data Generation in Language Model Training and Evaluation
by: Subramanian, Seganrasan, et al.
Published: (2025)

Apriel-H1: Towards Efficient Enterprise Reasoning Models
by: Ostapenko, Oleksiy, et al.
Published: (2025)

Super Apriel: One Checkpoint, Many Speeds
by: Labs, SLAM, et al.
Published: (2026)

Apriel-1.5-15b-Thinker
by: Radhakrishna, Shruthan, et al.
Published: (2025)

DeepSRGM -- Sequence Classification and Ranking in Indian Classical Music with Deep Learning
by: Madhusudhan, Sathwik Tejaswi, et al.
Published: (2024)

Apriel-Nemotron-15B-Thinker
by: Radhakrishna, Shruthan, et al.
Published: (2025)

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
by: Madhusudhan, Nishanth, et al.
Published: (2024)

GRAFT: GRaPH and Table Reasoning for Textual Alignment -- A Benchmark for Structured Instruction Following and Visual Reasoning
by: Verma, Abhigya, et al.
Published: (2025)

FABRIC: Framework for Agent-Based Realistic Intelligence Creation
by: Verma, Abhigya, et al.
Published: (2025)

Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences
by: Pattnaik, Pulkit, et al.
Published: (2024)

M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
by: Maheshwary, Rishabh, et al.
Published: (2024)

Revitalizing Saturated Benchmarks: A Weighted Metric Approach for Differentiating Large Language Model Performance
by: Etzine, Bryan, et al.
Published: (2025)

Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
by: Tiwari, Aman, et al.
Published: (2024)

The Right Model for the Job: An Evaluation of Legal Multi-Label Classification Baselines
by: Forster, Martina, et al.
Published: (2024)

EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings
by: Malay, Shiva Krishna Reddy, et al.
Published: (2026)

DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs
by: Hashemi, Masoud, et al.
Published: (2025)

Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels
by: Dumitru, Razvan-Gabriel, et al.
Published: (2024)

STAR FORMATION IN DIFFERENT ENVIROMENT
by: Dash, Anjaneya
Published: (2025)

Grammar Search for Multi-Agent Systems
by: Singh, Mayank, et al.
Published: (2025)

Augmenting LLM Reasoning with Dynamic Notes Writing for Complex QA
by: Maheshwary, Rishabh, et al.
Published: (2025)

First-principles investigation of thermodynamics and electronic transitions in vacancy-ordered rare-earth perovskite nickelates
by: Bhagat, Devang, et al.
Published: (2024)

REVEAL -- Reasoning and Evaluation of Visual Evidence through Aligned Language
by: Praharaj, Ipsita, et al.
Published: (2025)

Transfer Operators for Stochastic Hybrid Systems on Manifolds with Guard-Induced Resets
by: C., Tejaswi K., et al.
Published: (2026)

THE ADAM PARADOX HYPOTHESIS: A Seventeen-Concept Architectural Model for the Emergence of Purpose-Oriented Human Cognition
by: Roessaptono, Yulianto, et al.
Published: (2026)

Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics
by: Nair, Jishnu Sethumadhavan, et al.
Published: (2026)

Implementation of the Fuzzy Logic Controlled 31‐Level Diode Switched Multilevel Inverter with Optimal Components for Solar PV‐Fed System
by: Paneti Anjaneya Vara Prasad, et al.
Published: (2024)

AU-Harness: An Open-Source Toolkit for Holistic Evaluation of Audio LLMs
by: Nguyen, Hoang, et al.
Published: (2025)

SMART SHOPPING TROLLEY FOR HANDS-FREE RETAIL EXPERIENCE WITH AUTOMATED BILLING
by: M.Sujitha , K.Hymavathi , P. Ajay Kumar and B.Lakshmi Sirisha
Published: (2026)

CVChess: A Deep Learning Framework for Converting Chessboard Images to Forsyth-Edwards Notation
by: Abeykoon, Luthira, et al.
Published: (2025)

ColMate: Contrastive Late Interaction and Masked Text for Multimodal Document Retrieval
by: Masry, Ahmed, et al.
Published: (2025)

On Instability of Minimax Optimal Optimism-Based Bandit Algorithms
by: Praharaj, Samya, et al.
Published: (2025)

Avoiding the Price of Adaptivity: Inference in Linear Contextual Bandits via Stability
by: Praharaj, Samya, et al.
Published: (2025)

Synthesis, Characterization, and Hard Tissue Engineering Applications of Sol–Gel Derived Larnite/Wollastonite Composites
by: Subhashree Praharaj, et al.
Published: (2026)

Seasonal asymmetry in vertical distribution of meteor decay time at two conjugate polar latitudes
by: Kammadhanam, Chenna Reddy
Published: (2025)

StatePlane: A Cognitive State Plane for Long-Horizon AI Systems Under Bounded Context
by: Annapureddy, Sasank, et al.
Published: (2026)

Real-Time Machine Learning for Embedded Anomaly Detection
by: Benmachiche, Abdelmadjid, et al.
Published: (2025)

Adaptive Real-Time Scheduling Algorithms for Embedded Systems
by: Benmachiche, Abdelmadjid, et al.
Published: (2025)

Faster-Than-Nyquist Signalling -- Theoretical Limits on Capacity and Techniques to Approach Capacity
by: Chadaga, Sathwik
Published: (2025)

Segment anything model (SAM) for brain extraction in fMRI studies
by: Chenna, Dwith, 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'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"4ad4851e5e3018687658ae0b1c27d336"
language	"en"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784388054.1436 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "4ad4851e5e3018687658ae0b1c27d336" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=4ad4851e5e3018687658ae0b1c27d336; language=en; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"55971"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2512_20293/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2512_20293/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784388054.1359
REQUEST_TIME	1784388054

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
VUFIND_SESSION	"4ad4851e5e3018687658ae0b1c27d336"
language	"en"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1784388054.1436 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "4ad4851e5e3018687658ae0b1c27d336" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1583}
SessionHelper	Laminas\Stdlib\ArrayObject {#1772}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"VUFIND_SESSION=4ad4851e5e3018687658ae0b1c27d336; language=en; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.217.30"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"55971"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2512_20293/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2512_20293/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1784388054.1359
REQUEST_TIME	1784388054

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler

Similar Items

Similar Items

Environment & details:

Environment & details: