Sentence Classification

102 papers with code • 6 benchmarks • 14 datasets

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Latest papers with no code

Task-Agnostic Detector for Insertion-Based Backdoor Attacks

no code yet • 25 Mar 2024

Textual backdoor attacks pose significant security threats.

Towards Detecting AI-Generated Text within Human-AI Collaborative Hybrid Texts

no code yet • 6 Mar 2024

Our empirical findings highlight (1) detecting AI-generated sentences in hybrid texts is overall a challenging task because (1. 1) human writers' selecting and even editing AI-generated sentences based on personal preferences adds difficulty in identifying the authorship of segments; (1. 2) the frequent change of authorship between neighboring sentences within the hybrid text creates difficulties for segment detectors in identifying authorship-consistent segments; (1. 3) the short length of text segments within hybrid texts provides limited stylistic cues for reliable authorship determination; (2) before embarking on the detection process, it is beneficial to assess the average length of segments within the hybrid text.

Evaluation of Google's Voice Recognition and Sentence Classification for Health Care Applications

no code yet • 2 Feb 2024

This study examined the use of voice recognition technology in perioperative services (Periop) to enable Periop staff to record workflow milestones using mobile technology.

LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts

no code yet • 29 Jan 2024

For this reason, the role of sentence embedding is crucial for capturing both the semantic information between words in the sentence and the contextual relationship of sentences within the abstract to provide a comprehensive representation for better classification.

Do We Need Language-Specific Fact-Checking Models? The Case of Chinese

no code yet • 27 Jan 2024

This paper investigates the potential benefits of language-specific fact-checking models, focusing on the case of Chinese.

Application of LLM Agents in Recruitment: A Novel Framework for Resume Screening

no code yet • 16 Jan 2024

Analysis of the decision-making efficacy of the LLM agents in the final offer stage further underscores the potential of LLM agents in transforming resume screening processes.

SECNN: Squeeze-and-Excitation Convolutional Neural Network for Sentence Classification

no code yet • 11 Dec 2023

Attention is a mechanism that considers global information and pays more attention to keywords in sentences, thus attention mechanism is cooperated with CNN network to improve performance in sentence classification task.

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains

no code yet • 15 Nov 2023

Although large language models (LLMs) exhibit remarkable capacity to leverage in-context demonstrations, it is still unclear to what extent they can learn new concepts or facts from ground-truth labels.

Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification

no code yet • 7 Nov 2023

Then we merge the sentences selected for a specific aspect as the input for the summarizer to produce the aspect-based summary.

Robustifying Language Models with Test-Time Adaptation

no code yet • 29 Oct 2023

Instead, we propose to make the language models robust at test time.