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Bibliographic Details
Main Authors:	So, Yeonkyoung, Lee, Gyuseong, Jung, Sungmok, Lee, Joonhak, Kang, JiA, Kim, Sangho, Lee, Jaejin
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2506.14397
Tags:	Add Tag No Tags, Be the first to tag this record!

Models Know Models Best: Evaluation via Model-Preferred Formats
by: Lee, Joonhak, et al.
Published: (2026)

Thunder-Tok: Minimizing Tokens per Word in Tokenizing Korean Texts for Generative Language Models
by: Cho, Gyeongje, et al.
Published: (2025)

Thunder-DeID: Accurate and Efficient De-identification Framework for Korean Court Judgments
by: Hahm, Sungeun, et al.
Published: (2025)

Ko-MuSR: A Multistep Soft Reasoning Benchmark for LLMs Capable of Understanding Korean
by: Park, Chanwoo, et al.
Published: (2025)

Choices Speak Louder than Questions
by: Cho, Gyeongje, et al.
Published: (2025)

Thunder-LLM: Efficiently Adapting LLMs to Korean with Minimal Resources
by: Kim, Jinpyo, et al.
Published: (2025)

Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs
by: Chae, Kyubyung, et al.
Published: (2025)

KLAAD: Refining Attention Mechanisms to Reduce Societal Bias in Generative Language Models
by: Kim, Seorin, et al.
Published: (2025)

Can LLMs Understand the Implication of Emphasized Sentences in Dialogue?
by: Lin, Guan-Ting, et al.
Published: (2024)

Beyond Line-Level Filtering for the Pretraining Corpora of LLMs
by: Park, Chanwoo, et al.
Published: (2025)

SEDD: Scalable and Efficient Dataset Deduplication with GPUs
by: Son, Youngjun, et al.
Published: (2025)

Can Language Models Laugh at YouTube Short-form Videos?
by: Ko, Dayoon, et al.
Published: (2023)

Reasoning by Commented Code for Table Question Answering
by: Pyo, Seho, et al.
Published: (2026)

Unsupervised Extractive Dialogue Summarization in Hyperdimensional Space
by: Park, Seongmin, et al.
Published: (2024)

TranSentence: Speech-to-speech Translation via Language-agnostic Sentence-level Speech Encoding without Language-parallel Data
by: Kim, Seung-Bin, et al.
Published: (2024)

Make Compound Sentences Simple to Analyze: Learning to Split Sentences for Aspect-based Sentiment Analysis
by: Seo, Yongsik, et al.
Published: (2024)

Domain Generalization Using Large Pretrained Models with Mixture-of-Adapters
by: Lee, Gyuseong, et al.
Published: (2023)

Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation
by: Ha, Seongsu, et al.
Published: (2024)

OrderSum: Semantic Sentence Ordering for Extractive Summarization
by: Kwon, Taewan, et al.
Published: (2025)

Learning from Negative Samples in Biomedical Generative Entity Linking
by: Kim, Chanhwi, et al.
Published: (2024)

BridG MT: Enhancing LLMs' Machine Translation Capabilities with Sentence Bridging and Gradual MT
by: Choi, Seung-Woo, et al.
Published: (2024)

ReXVQA: A Large-scale Visual Question Answering Benchmark for Generalist Chest X-ray Understanding
by: Pal, Ankit, et al.
Published: (2025)

DuET: Dual Execution for Test Output Prediction with Generated Code and Pseudocode
by: Han, Hojae, et al.
Published: (2026)

KoSimpleQA: A Korean Factuality Benchmark with an Analysis of Reasoning LLMs
by: Ko, Donghyeon, et al.
Published: (2025)

Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric
by: Koh, Hyukhun, et al.
Published: (2024)

MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
by: Lee, Jungyeon, et al.
Published: (2025)

Smoothie-Qwen: Post-Hoc Smoothing to Reduce Language Bias in Multilingual LLMs
by: Ji, SeungWon, et al.
Published: (2025)

KFinEval-Pilot: A Comprehensive Benchmark Suite for Korean Financial Language Understanding
by: Hwang, Bokwang, et al.
Published: (2025)

SDS KoPub VDR: A Benchmark Dataset for Visual Document Retrieval in Korean Public Documents
by: Lee, Jaehoon, et al.
Published: (2025)

PERC: Plan-As-Query Example Retrieval for Underrepresented Code Generation
by: Yoo, Jaeseok, et al.
Published: (2024)

ArchCode: Incorporating Software Requirements in Code Generation with Large Language Models
by: Han, Hojae, et al.
Published: (2024)

Who Relies More on World Knowledge and Bias for Syntactic Ambiguity Resolution: Humans or LLMs?
by: Lee, So Young, et al.
Published: (2025)

Exploiting All Samples in Low-Resource Sentence Classification: Early Stopping and Initialization Parameters
by: Choi, Hongseok, et al.
Published: (2021)

Empower Words: DualGround for Structured Phrase and Sentence-Level Temporal Grounding
by: Kang, Minseok, et al.
Published: (2025)

Soohak: A Mathematician-Curated Benchmark for Evaluating Research-level Math Capabilities of LLMs
by: Son, Guijin, et al.
Published: (2026)

Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews
by: Shin, Hyungyu, et al.
Published: (2025)

Drift: Decoding-time Personalized Alignments with Implicit User Preferences
by: Kim, Minbeom, et al.
Published: (2025)

Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding
by: Min, Kyungmin, et al.
Published: (2024)

Correct-Detect: Balancing Performance and Ambiguity Through the Lens of Coreference Resolution in LLMs
by: Shore, Amber, 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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