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Bibliographic Details
Main Authors:	Sun, Kun, Wang, Rong
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2406.07440
Tags:	Add Tag No Tags, Be the first to tag this record!

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model
by: He, Zhiwei, et al.
Published: (2024)

Linguistically Conditioned Semantic Textual Similarity
by: Tu, Jingxuan, et al.
Published: (2024)

Trainable Reference-Based Evaluation Metric for Identifying Quality of English-Gujarati Machine Translation System
by: Joshi, Nisheeth, et al.
Published: (2025)

QE-EBM: Using Quality Estimators as Energy Loss for Machine Translation
by: Yoo, Gahyun, et al.
Published: (2024)

MTQE.en-he: Machine Translation Quality Estimation for English-Hebrew
by: Rosenbaum, Andy, et al.
Published: (2026)

KurdSTS: The Kurdish Semantic Textual Similarity
by: Abdullah, Abdulhady Abas, et al.
Published: (2025)

Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation
by: Sun, Yirong, et al.
Published: (2024)

Metric-Fair Prompting: Treating Similar Samples Similarly
by: Wang, Jing, et al.
Published: (2025)

Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains
by: Zouhar, Vilém, et al.
Published: (2024)

Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics
by: Perrella, Stefano, et al.
Published: (2024)

Contrastive Token Learning with Similarity Decay for Repetition Suppression in Machine Translation
by: Dai, Huangyu, et al.
Published: (2024)

Automatic Essay Multi-dimensional Scoring with Fine-tuning and Multiple Regression
by: Sun, Kun, et al.
Published: (2024)

Continuous Output Personality Detection Models via Mixed Strategy Training
by: Wang, Rong, et al.
Published: (2024)

Guardians of the Machine Translation Meta-Evaluation: Sentinel Metrics Fall In!
by: Perrella, Stefano, et al.
Published: (2024)

When Metrics Disagree: Automatic Similarity vs. LLM-as-a-Judge for Clinical Dialogue Evaluation
by: Sun, Bian, et al.
Published: (2026)

Adding Chocolate to Mint: Mitigating Metric Interference in Machine Translation
by: Pombal, José, et al.
Published: (2025)

Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios
by: Gurav, Namrata Patil, et al.
Published: (2026)

PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity
by: Abdous, Mohammad, et al.
Published: (2023)

Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model
by: Tomani, Christian, et al.
Published: (2023)

Predicting Word Similarity in Context with Referential Translation Machines
by: Biçici, Ergun
Published: (2024)

Should I Share this Translation? Evaluating Quality Feedback for User Reliance on Machine Translation
by: Ki, Dayeon, et al.
Published: (2025)

Quality Estimation based Feedback Training for Improving Pronoun Translation
by: Dhankhar, Harshit, et al.
Published: (2025)

Unsupervised Word-level Quality Estimation for Machine Translation Through the Lens of Annotators (Dis)agreement
by: Sarti, Gabriele, et al.
Published: (2025)

Fast Adversarial Training against Textual Adversarial Attacks
by: Yang, Yichen, et al.
Published: (2024)

Dspy-based Neural-Symbolic Pipeline to Enhance Spatial Reasoning in LLMs
by: Wang, Rong, et al.
Published: (2024)

Advances and Challenges in Semantic Textual Similarity: A Comprehensive Survey
by: Kumar, Lokendra, et al.
Published: (2025)

MetaMetrics-MT: Tuning Meta-Metrics for Machine Translation via Human Preference Calibration
by: Anugraha, David, et al.
Published: (2024)

Magnitude Matters: a Superior Class of Similarity Metrics for Holistic Semantic Understanding
by: Parupudi, V. S. Raghu
Published: (2025)

Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation
by: Huang, Xu, et al.
Published: (2024)

Death of the Novel(ty): Beyond n-Gram Novelty as a Metric for Textual Creativity
by: Saakyan, Arkadiy, et al.
Published: (2025)

ALOPE: Adaptive Layer Optimization for Translation Quality Estimation using Large Language Models
by: Sindhujan, Archchana, et al.
Published: (2025)

CompactQE: Interpretable Translation Quality Estimation via Small Open-Weight LLMs
by: Guttmann, Kamil, et al.
Published: (2026)

Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach
by: Sun, Kun, et al.
Published: (2024)

Retrieval-Augmented Machine Translation with Unstructured Knowledge
by: Wang, Jiaan, et al.
Published: (2024)

An Analysis on Automated Metrics for Evaluating Japanese-English Chat Translation
by: Rusli, Andre, et al.
Published: (2024)

Sociotechnical Effects of Machine Translation
by: Moorkens, Joss, et al.
Published: (2025)

Enhancing Knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics
by: Ghanem, Hussam, et al.
Published: (2025)

On the Shortcut Learning in Multilingual Neural Machine Translation
by: Wang, Wenxuan, et al.
Published: (2024)

PMMT: Preference Alignment in Multilingual Machine Translation via LLM Distillation
by: Sun, Shuqiao, et al.
Published: (2024)

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// 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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