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Bibliographic Details
Main Authors:	Tanaka, Rika, Fukazawa, Yusuke
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2403.15478
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Prompt-based Pseudo-labeling Strategy for Sample-Efficient Semi-Supervised Extractive Summarization
by: Sahu, Gaurav, et al.
Published: (2023)

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

Leveraging Discourse Structure for Extractive Meeting Summarization
by: Rennard, Virgile, et al.
Published: (2024)

Query-Focused Extractive Summarization for Sentiment Explanation
by: Moubtahij, Ahmed, et al.
Published: (2025)

Headline-Guided Extractive Summarization for Thai News Articles
by: Kositcharoensuk, Pimpitchaya, et al.
Published: (2024)

SumHiS: Extractive Summarization Exploiting Hidden Structure
by: Pavel, Tikhonov, et al.
Published: (2024)

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

Hybrid Extractive Abstractive Summarization for Multilingual Sentiment Analysis
by: Krasitskii, Mikhail, et al.
Published: (2025)

State Space Models for Extractive Summarization in Low Resource Scenarios
by: Khayi, Nisrine Ait
Published: (2025)

GraphLSS: Integrating Lexical, Structural, and Semantic Features for Long Document Extractive Summarization
by: Bugueño, Margarita, et al.
Published: (2024)

Sentiment-Aware Extractive and Abstractive Summarization for Unstructured Text Mining
by: Liu, Junyi, et al.
Published: (2025)

AugAbEx : Way Forward for Extractive Case Summarization
by: Bindal, Purnima, et al.
Published: (2025)

Fair Summarization: Bridging Quality and Diversity in Extractive Summaries
by: Nezhad, Sina Bagheri, et al.
Published: (2024)

Incremental Extractive Opinion Summarization Using Cover Trees
by: Chowdhury, Somnath Basu Roy, et al.
Published: (2024)

Redundancy Aware Multi-Reference Based Gainwise Evaluation of Extractive Summarization
by: Akter, Mousumi, et al.
Published: (2023)

HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information
by: Ruan, Qian, et al.
Published: (2022)

Efficient Extractive Summarization with MAMBA-Transformer Hybrids for Low-Resource Scenarios
by: Khayi, Nisrine Ait
Published: (2026)

SKT5SciSumm -- Revisiting Extractive-Generative Approach for Multi-Document Scientific Summarization
by: To, Huy Quoc, et al.
Published: (2024)

Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
by: Parmar, Mihir, et al.
Published: (2024)

Exploring Language Model Generalization in Low-Resource Extractive QA
by: Sengupta, Saptarshi, et al.
Published: (2024)

From News to Summaries: Building a Hungarian Corpus for Extractive and Abstractive Summarization
by: Barta, Botond, et al.
Published: (2024)

StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs
by: Yuan, Haohan, et al.
Published: (2025)

A New Sentence Extraction Strategy for Unsupervised Extractive Summarization Methods
by: Tao, Dehao, et al.
Published: (2021)

Extract-and-Abstract: Unifying Extractive and Abstractive Summarization within Single Encoder-Decoder Framework
by: Wu, Yuping, et al.
Published: (2024)

Plausible Extractive Rationalization through Semi-Supervised Entailment Signal
by: Yeo, Wei Jie, et al.
Published: (2024)

Retrieving Versus Understanding Extractive Evidence in Few-Shot Learning
by: Elbakian, Karl, et al.
Published: (2025)

Evidence-Driven Marker Extraction for Social Media Suicide Risk Detection
by: Adams, Carter, et al.
Published: (2025)

Language-Agnostic Suicidal Risk Detection Using Large Language Models
by: Kim, June-Woo, et al.
Published: (2025)

Suicide Risk Assessment on Social Media with Semi-Supervised Learning
by: Lovitt, Max, et al.
Published: (2024)

Supervised Learning and Large Language Model Benchmarks on Mental Health Datasets: Cognitive Distortions and Suicidal Risks in Chinese Social Media
by: Qi, Hongzhi, et al.
Published: (2023)

A Novel Word Pair-based Gaussian Sentence Similarity Algorithm For Bengali Extractive Text Summarization
by: Morshed, Fahim, et al.
Published: (2024)

LaMSUM: Amplifying Voices Against Harassment through LLM Guided Extractive Summarization of User Incident Reports
by: Chhikara, Garima, 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)

Evaluating Transformer Models for Suicide Risk Detection on Social Media
by: Pokrywka, Jakub, et al.
Published: (2024)

How to Train Text Summarization Model with Weak Supervisions
by: Wang, Yanbo, et al.
Published: (2024)

FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence
by: Joseph, Sebastian Antony, et al.
Published: (2024)

Track-SQL: Enhancing Generative Language Models with Dual-Extractive Modules for Schema and Context Tracking in Multi-turn Text-to-SQL
by: Chen, Bingfeng, et al.
Published: (2026)

Do Self-Supervised Speech Models Exhibit the Critical Period Effects in Language Acquisition?
by: Koga, Yurie, et al.
Published: (2025)

Generalization Bias in Large Language Model Summarization of Scientific Research
by: Peters, Uwe, et al.
Published: (2025)

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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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