TransEvalnia: Reasoning-based Evaluation and Ranking of Translations

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Sproat, Richard, Zhao, Tianyu, Jones, Llion
Format:	Preprint
Publié:	2025
Sujets:	Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Building Tailored Speech Recognizers for Japanese Speaking Assessment
par: Kubo, Yotaro, et autres
Publié: (2025)

Fast-weight Product Key Memory
par: Zhao, Tianyu, et autres
Publié: (2026)

Sudoku-Bench: Evaluating creative reasoning with Sudoku variants
par: Seely, Jeffrey, et autres
Publié: (2025)

RePo: Language Models with Context Re-Positioning
par: Li, Huayang, et autres
Publié: (2025)

Creating ConLangs to Probe the Metalinguistic Grammatical Knowledge of LLMs
par: Taguchi, Chihiro, et autres
Publié: (2025)

Transformer Layers as Painters
par: Sun, Qi, et autres
Publié: (2024)

DeepTrans: Deep Reasoning Translation via Reinforcement Learning
par: Wang, Jiaan, et autres
Publié: (2025)

Evaluating the Impact of Verbal Multiword Expressions on Machine Translation
par: Liu, Linfeng, et autres
Publié: (2025)

TransLLaMa: LLM-based Simultaneous Translation System
par: Koshkin, Roman, et autres
Publié: (2024)

Sparser, Faster, Lighter Transformer Language Models
par: Cetin, Edoardo, et autres
Publié: (2026)

KamonBench: A Grammar-Based Dataset for Evaluating Compositional Factor Recovery in Vision-Language Models
par: Sproat, Richard, et autres
Publié: (2026)

TransBench: Benchmarking Machine Translation for Industrial-Scale Applications
par: Li, Haijun, et autres
Publié: (2025)

TransAug: Translate as Augmentation for Sentence Embeddings
par: Wang, Jue
Publié: (2021)

ExTrans: Multilingual Deep Reasoning Translation via Exemplar-Enhanced Reinforcement Learning
par: Wang, Jiaan, et autres
Publié: (2025)

LiTransProQA: an LLM-based Literary Translation evaluation metric with Professional Question Answering
par: Zhang, Ran, et autres
Publié: (2025)

Evaluating o1-Like LLMs: Unlocking Reasoning for Translation through Comprehensive Analysis
par: Chen, Andong, et autres
Publié: (2025)

The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation
par: He, Jie, et autres
Publié: (2025)

HI-TransPA: Hearing Impairments Translation Personal Assistant
par: Ma, Zhiming, et autres
Publié: (2025)

Graphemic Normalization of the Perso-Arabic Script
par: Doctor, Raiomond, et autres
Publié: (2022)

Beyond Arabic: Software for Perso-Arabic Script Manipulation
par: Gutkin, Alexander, et autres
Publié: (2023)

TransERR: Translation-based Knowledge Graph Embedding via Efficient Relation Rotation
par: Li, Jiang, et autres
Publié: (2023)

ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation
par: Ji, Yuelyu, et autres
Publié: (2024)

TransAlign: Machine Translation Encoders are Strong Word Aligners, Too
par: Ebing, Benedikt, et autres
Publié: (2025)

How Well Do Large Reasoning Models Translate? A Comprehensive Evaluation for Multi-Domain Machine Translation
par: Ye, Yongshi, et autres
Publié: (2025)

TASER: Translation Assessment via Systematic Evaluation and Reasoning
par: Maheswaran, Monishwaran, et autres
Publié: (2025)

Remedy-R: Generative Reasoning for Machine Translation Evaluation without Error Annotations
par: Tan, Shaomu, et autres
Publié: (2025)

NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
par: Luo, Yingfeng, et autres
Publié: (2025)

ATD-Trans: A Geographically Grounded Japanese-English Travelogue Translation Dataset
par: Higashiyama, Shohei, et autres
Publié: (2026)

LimRank: Less is More for Reasoning-Intensive Information Reranking
par: Song, Tingyu, et autres
Publié: (2025)

Preliminary Ranking of WMT25 General Machine Translation Systems
par: Kocmi, Tom, et autres
Publié: (2025)

Evaluating OpenAI GPT Models for Translation of Endangered Uralic Languages: A Comparison of Reasoning and Non-Reasoning Architectures
par: Tereshchenko, Yehor, et autres
Publié: (2025)

Are Large Reasoning Models Good Translation Evaluators? Analysis and Performance Boost
par: Zhan, Runzhe, et autres
Publié: (2025)

From Hypothesis to Premises: LLM-based Backward Logical Reasoning with Selective Symbolic Translation
par: Li, Qingchuan, et autres
Publié: (2025)

Efficient Knowledge Transfer in Multi-Task Learning through Task-Adaptive Low-Rank Representation
par: Zhang, Xiao, et autres
Publié: (2025)

How Good Are LLMs for Literary Translation, Really? Literary Translation Evaluation with Humans and LLMs
par: Zhang, Ran, et autres
Publié: (2024)

Reasoners or Translators? Contamination-aware Evaluation and Neuro-Symbolic Robustness in Tax Law
par: Kordjamshidi, Parisa, et autres
Publié: (2026)

Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data
par: Zou, Wei, et autres
Publié: (2025)

Question Translation Training for Better Multilingual Reasoning
par: Zhu, Wenhao, et autres
Publié: (2024)

InstaTrans: An Instruction-Aware Translation Framework for Non-English Instruction Datasets
par: Kim, Yungi, et autres
Publié: (2024)

Divide and Translate: Compositional First-Order Logic Translation and Verification for Complex Logical Reasoning
par: Ryu, Hyun, et autres
Publié: (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
language	"fr"
ui	"standard"
VUFIND_SESSION	"614ae75d0f72f080275bf113dcc86291"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790883855.1582 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "614ae75d0f72f080275bf113dcc86291" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

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	"language=fr; ui=standard; VUFIND_SESSION=614ae75d0f72f080275bf113dcc86291"
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	"216.73.217.142"
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	"46340"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2507_12724/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2507_12724/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790883855.1409
REQUEST_TIME	1790883855

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler