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Bibliographic Details
Main Authors:	Pannitto, Ludovica, Bernasconi, Beatrice, Busso, Lucia, Pisciotta, Flavio, Rambelli, Giulia, Masini, Francesca
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2411.07623
Tags:	Add Tag No Tags, Be the first to tag this record!

'Layer su Layer': Identifying and Disambiguating the Italian NPN Construction in BERT's family
by: Gorzoni, Greta, et al.
Published: (2026)

Towards the first UD Treebank of Spoken Italian: the KIParla forest
by: Pannitto, Ludovica
Published: (2024)

The KIPARLA Forest treebank of spoken Italian: an overview of initial design choices
by: Pannitto, Ludovica, et al.
Published: (2024)

Coconstructions in spoken data: UD annotation guidelines and first results
by: Pannitto, Ludovica, et al.
Published: (2026)

Recurrent babbling: evaluating the acquisition of grammar from limited input data
by: Pannitto, Ludovica, et al.
Published: (2020)

CALaMo: a Constructionist Assessment of Language Models
by: Pannitto, Ludovica, et al.
Published: (2023)

Did somebody say "Gest-IT"? A pilot exploration of multimodal data management
by: Pannitto, Ludovica, et al.
Published: (2024)

How Humans and LLMs Organize Conceptual Knowledge: Exploring Subordinate Categories in Italian
by: Pedrotti, Andrea, et al.
Published: (2025)

Composing or Not Composing? Towards Distributional Construction Grammars
by: Blache, Philippe, et al.
Published: (2024)

How do media talk about the Covid-19 pandemic? Metaphorical thematic clustering in Italian online newspapers
by: Busso, Lucia, et al.
Published: (2022)

Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text
by: Sommerauer, Pia, et al.
Published: (2025)

Is Semi-Automatic Transcription Useful in Corpus Creation? Preliminary Considerations on the KIParla Corpus
by: Simonotti, Martina, et al.
Published: (2026)

Word Ladders: A Mobile Application for Semantic Data Collection
by: Bolognesi, Marianna Marcella, et al.
Published: (2024)

Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages
by: Kellert, Olga, et al.
Published: (2025)

A UD Treebank for Bohairic Coptic
by: Zeldes, Amir, et al.
Published: (2025)

The UD-NewsCrawl Treebank: Reflections and Challenges from a Large-scale Tagalog Syntactic Annotation Project
by: Aquino, Angelina A., et al.
Published: (2025)

Building UD Cairo for Old English in the Classroom
by: Levine, Lauren, et al.
Published: (2025)

K-UD: Revising Korean Universal Dependencies Guidelines
by: Kim, Kyuwon, et al.
Published: (2024)

Gender-Neutral Rewriting in Italian: Models, Approaches, and Trade-offs
by: Piergentili, Andrea, et al.
Published: (2025)

Aligning the Norwegian UD Treebank with Entity and Coreference Information
by: Jørgensen, Tollef Emil, et al.
Published: (2023)

Exploring Multiple Strategies to Improve Multilingual Coreference Resolution in CorefUD
by: Pražák, Ondřej, et al.
Published: (2024)

Parser agreement and disagreement in L2 Korean UD: Implications for human-in-the-loop annotation
by: Sung, Hakyung, et al.
Published: (2026)

Lost in Speech: Benchmarking, Evaluation, and Parsing of Spoken Code-Switching Beyond Standard UD Assumptions
by: Tyagi, Nemika, et al.
Published: (2026)

Capturing research literature attitude towards Sustainable Development Goals: an LLM-based topic modeling approach
by: Invernici, Francesco, et al.
Published: (2024)

Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context
by: Savoldi, Beatrice, et al.
Published: (2025)

Challenging the Abilities of Large Language Models in Italian: a Community Initiative
by: Nissim, Malvina, et al.
Published: (2025)

UCxn: Typologically Informed Annotation of Constructions Atop Universal Dependencies
by: Weissweiler, Leonie, et al.
Published: (2024)

GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction
by: Felkner, Virginia K., et al.
Published: (2024)

Overview of MWE history, challenges, and horizons: standing at the 20th anniversary of the MWE workshop series via MWE-UD2024
by: Han, Lifeng, et al.
Published: (2024)

UD-KSL Treebank v1.3: A semi-automated framework for aligning XPOS-extracted units with UPOS tags
by: Sung, Hakyung, et al.
Published: (2025)

UD-English-CHILDES: A Collected Resource of Gold and Silver Universal Dependencies Trees for Child Language Interactions
by: Yang, Xiulin, et al.
Published: (2025)

Speaker Style-Aware Phoneme Anchoring for Improved Cross-Lingual Speech Emotion Recognition
by: Upadhyay, Shreya G., et al.
Published: (2025)

An accuracy-runtime trade-off comparison of scalable Gaussian process approximations for spatial data
by: Rambelli, Filippo, et al.
Published: (2025)

EcoVerse: An Annotated Twitter Dataset for Eco-Relevance Classification, Environmental Impact Analysis, and Stance Detection
by: Grasso, Francesca, et al.
Published: (2024)

Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings
by: Guellil, Imane, et al.
Published: (2025)

IDEAlign: Comparing Large Language Models to Human Experts in Open-ended Interpretive Annotations
by: Nam, Hyunji, et al.
Published: (2025)

A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corpora
by: Van Eecke, Paul, et al.
Published: (2026)

ZEBRA: Leveraging Model-Behavioral Knowledge for Zero-Annotation Preference Dataset Construction
by: Jung, Jeesu, et al.
Published: (2025)

Lost in the Pipeline: How Well Do Large Language Models Handle Data Preparation?
by: Spreafico, Matteo, 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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