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Bibliographic Details
Main Authors:	Ide, Yusuke, Nishida, Yuto, Vasselli, Justin, Oba, Miyu, Sakai, Yusuke, Kamigaito, Hidetaka, Watanabe, Taro
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2408.09639
Tags:	Add Tag No Tags, Be the first to tag this record!

Revisiting Compositional Generalization Capability of Large Language Models Considering Instruction Following Ability
by: Sakai, Yusuke, et al.
Published: (2025)

HalluCitation Matters: Revealing the Impact of Hallucinated References with 300 Hallucinated Papers in ACL Conferences
by: Sakai, Yusuke, et al.
Published: (2026)

HalluCiteChecker: A Lightweight Toolkit for Hallucinated Citation Detection and Verification in the Era of AI Scientists
by: Sakai, Yusuke, et al.
Published: (2026)

mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans
by: Sakai, Yusuke, et al.
Published: (2024)

Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion?
by: Sakai, Yusuke, et al.
Published: (2023)

Tonguescape: Exploring Language Models Understanding of Vowel Articulation
by: Sakajo, Haruki, et al.
Published: (2025)

Multilinguality of Large Language Models From a Structural Perspective
by: Sakajo, Haruki, et al.
Published: (2026)

StructLens: A Structural Lens for Language Models via Maximum Spanning Trees
by: Sakajo, Haruki, et al.
Published: (2026)

Simultaneous Interpretation Corpus Construction by Large Language Models in Distant Language Pair
by: Sakai, Yusuke, et al.
Published: (2024)

IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator
by: Sakai, Yusuke, et al.
Published: (2025)

BQA: Body Language Question Answering Dataset for Video Large Language Models
by: Ozaki, Shintaro, et al.
Published: (2024)

Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding
by: Natsumi, Koki, et al.
Published: (2025)

Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates
by: Sakai, Yusuke, et al.
Published: (2024)

CoAM: Corpus of All-Type Multiword Expressions
by: Ide, Yusuke, et al.
Published: (2024)

IRR: Image Review Ranking Framework for Evaluating Vision-Language Models
by: Hayashi, Kazuki, et al.
Published: (2024)

Model-based Subsampling for Knowledge Graph Completion
by: Feng, Xincan, et al.
Published: (2023)

mbrs: A Library for Minimum Bayes Risk Decoding
by: Deguchi, Hiroyuki, et al.
Published: (2024)

Are Data Augmentation Methods in Named Entity Recognition Applicable for Uncertainty Estimation?
by: Hashimoto, Wataru, et al.
Published: (2024)

Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks
by: Hashimoto, Wataru, et al.
Published: (2024)

Generating Diverse Translation with Perturbed kNN-MT
by: Nishida, Yuto, et al.
Published: (2024)

Multilingual Dialogue Generation and Localization with Dialogue Act Scripting
by: Vasselli, Justin, et al.
Published: (2025)

Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding
by: Kamigaito, Hidetaka, et al.
Published: (2024)

Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction
by: Goto, Takumi, et al.
Published: (2024)

Diagnosing Vision Language Models' Perception by Leveraging Human Methods for Color Vision Deficiencies
by: Hayashi, Kazuki, et al.
Published: (2025)

Explain-then-Process: Using Grammar Prompting to Enhance Grammatical Acceptability Judgments
by: Scheinberg, Russell, et al.
Published: (2025)

Long-Tail Crisis in Nearest Neighbor Language Models
by: Nishida, Yuto, et al.
Published: (2025)

Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models
by: Guo, Zhiyu, et al.
Published: (2024)

Reliability Crisis of Reference-free Metrics for Grammatical Error Correction
by: Goto, Takumi, et al.
Published: (2025)

Grammatical Error Correction Evaluation by Optimally Transporting Edit Representation
by: Goto, Takumi, et al.
Published: (2026)

gec-metrics: A Unified Library for Grammatical Error Correction Evaluation
by: Goto, Takumi, et al.
Published: (2025)

Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models
by: Ozaki, Shintaro, et al.
Published: (2024)

Centroid-Based Efficient Minimum Bayes Risk Decoding
by: Deguchi, Hiroyuki, et al.
Published: (2024)

Edit-level Majority Voting Mitigates Over-Correction in LLM-based Grammatical Error Correction
by: Goto, Takumi, et al.
Published: (2026)

Who Laughs with Whom? Disentangling Influential Factors in Humor Preferences across User Clusters and LLMs
by: Murakami, Soichiro, et al.
Published: (2026)

Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human?
by: Goto, Takumi, et al.
Published: (2025)

Diversity of Transformer Layers: One Aspect of Parameter Scaling Laws
by: Kamigaito, Hidetaka, et al.
Published: (2025)

Do LLMs Implicitly Determine the Suitable Text Difficulty for Users?
by: Gobara, Seiji, et al.
Published: (2024)

Enhancing Factuality through Consensus and Consistency in Summarization Using Minimum Bayes Risk Decoding
by: Soetedjo, Riza Setiawan, et al.
Published: (2026)

Toward Automatic Safe Driving Instruction: A Large-Scale Vision Language Model Approach
by: Sakajo, Haruki, 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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