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Bibliographic Details
Main Authors:	Kulkarni, Atharva, Tseng, Bo-Hsiang, Moniz, Joel Ruben Antony, Piraviperumal, Dhivya, Yu, Hong, Bhargava, Shruti
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence Machine Learning
Online Access:	https://arxiv.org/abs/2402.02285
Tags:	Add Tag No Tags, Be the first to tag this record!

Can Large Language Models Understand Context?
by: Zhu, Yilun, et al.
Published: (2024)

From Where Things Are to What They Are For: Benchmarking Spatial-Functional Intelligence in Multimodal LLMs
by: Zhang, Le, et al.
Published: (2026)

Context is All You Need
by: Delanois, Jean Erik, et al.
Published: (2026)

UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking
by: Li, Chuang, et al.
Published: (2023)

Grounding is All You Need? Dual Temporal Grounding for Video Dialog
by: Qin, You, et al.
Published: (2024)

Confidence Is All You Need: Few-Shot RL Fine-Tuning of Language Models
by: Li, Pengyi, et al.
Published: (2025)

All You Need Is Synthetic Task Augmentation
by: Godin, Guillaume
Published: (2025)

State and Memory is All You Need for Robust and Reliable AI Agents
by: Muhoberac, Matthew, et al.
Published: (2025)

Search is All You Need for Few-shot Anomaly Detection
by: Wang, Qishan, et al.
Published: (2025)

Unbiased Max-Min Embedding Classification for Transductive Few-Shot Learning: Clustering and Classification Are All You Need
by: Liu, Yang, et al.
Published: (2025)

Explainable AI For Early Detection Of Sepsis
by: Thakur, Atharva, et al.
Published: (2025)

Music for All: Representational Bias and Cross-Cultural Adaptability of Music Generation Models
by: Mehta, Atharva, et al.
Published: (2025)

Synthetic Data RL: Task Definition Is All You Need
by: Guo, Yiduo, et al.
Published: (2025)

Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks
by: Liu, Xinyue, et al.
Published: (2024)

Neural Encoding Detection is Not All You Need for Synthetic Speech Detection
by: Cuccovillo, Luca, et al.
Published: (2026)

Modified Halley's method for computation of zeros of solution of second order ODEs
by: K, Dhivya Prabhu, et al.
Published: (2026)

Efficient third-order iterative algorithms for computing zeros of special functions
by: K, Dhivya Prabhu, et al.
Published: (2026)

3D Prior is All You Need: Cross-Task Few-shot 2D Gaze Estimation
by: Cheng, Yihua, et al.
Published: (2025)

Attention is All You Need Until You Need Retention
by: Yaslioglu, M. Murat
Published: (2025)

DST
Published: (2022)

Is GPT-OSS All You Need? Benchmarking Large Language Models for Financial Intelligence and the Surprising Efficiency Paradox
by: Bi, Ziqian, et al.
Published: (2025)

SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators
by: Moskovskiy, Daniil, et al.
Published: (2025)

Is FISHER All You Need in The Multi-AUV Underwater Target Tracking Task?
by: Xie, Guanwen, et al.
Published: (2024)

Metaheuristics is All You Need
by: Cuicizion, Eliuvish, et al.
Published: (2024)

Intention Is All You Need
by: Sarkar, Advait
Published: (2024)

[MASK] is All You Need
by: Hu, Vincent Tao, et al.
Published: (2024)

Contrast Is All You Need
by: Kilic, Burak, et al.
Published: (2023)

Accuracy is Not All You Need
by: Dutta, Abhinav, et al.
Published: (2024)

CORDIC Is All You Need
by: Kokane, Omkar, et al.
Published: (2025)

Cooperation Is All You Need
by: Adeel, Ahsan, et al.
Published: (2023)

Inference is All You Need: Self Example Retriever for Cross-domain Dialogue State Tracking with ChatGPT
by: Lee, Jihyun, et al.
Published: (2024)

Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models
by: Tyukin, Georgy, et al.
Published: (2024)

SynthVerse: A Large-Scale Diverse Synthetic Dataset for Point Tracking
by: Zhao, Weiguang, et al.
Published: (2026)

Zero-Shot Learning and Key Points Are All You Need for Automated Fact-Checking
by: Mohammadkhani, Mohammad Ghiasvand, et al.
Published: (2024)

Physical Design: Methodologies and Developments
by: Kulkarni, Atharva M., et al.
Published: (2024)

ReALM: Reference Resolution As Language Modeling
by: Moniz, Joel Ruben Antony, et al.
Published: (2024)

Exchange Is All You Need for Remote Sensing Change Detection
by: Dong, Sijun, et al.
Published: (2026)

"All You Need" is Not All You Need for a Paper Title: On the Origins of a Scientific Meme
by: Alyakin, Anton
Published: (2025)

Multi-Modal Video Dialog State Tracking in the Wild
by: Abdessaied, Adnen, 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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