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Sentence Classification

Papers

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Showing 251–300 of 303 papers

TitleStatusHype
Towards Understanding of Medical Randomized Controlled Trials by Conclusion GenerationCode0
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence ClassificationCode0
Neural Architecture Search for Sentence Classification with BERTCode0
Zoho at SemEval-2019 Task 9: Semi-supervised Domain Adaptation using Tri-training for Suggestion MiningCode0
Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific AbstractsCode0
Active Learning via Membership Query Synthesis for Semi-Supervised Sentence ClassificationCode0
Detecting Sexual Content at the Sentence Level in First Millennium Latin TextsCode0
Neural Networks for Joint Sentence Classification in Medical Paper AbstractsCode0
Neural Semantic EncodersCode0
IIITT at CASE 2021 Task 1: Leveraging Pretrained Language Models for Multilingual Protest DetectionCode0
Neural Simile Recognition with Cyclic Multitask Learning and Local AttentionCode0
Densely Connected Bidirectional LSTM with Applications to Sentence ClassificationCode0
Neural Tree Indexers for Text UnderstandingCode0
Automatic Argumentative-Zoning Using Word2vecCode0
No Training Required: Exploring Random Encoders for Sentence ClassificationCode0
Towards a Better Understanding Human Reading Comprehension with Brain SignalsCode0
Translations as Additional Contexts for Sentence ClassificationCode0
On Dimensional Linguistic Properties of the Word Embedding SpaceCode0
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification GraphsCode0
Tree-Constrained Graph Neural Networks For Argument MiningCode0
Sentence-to-Label Generation Framework for Multi-task Learning of Japanese Sentence Classification and Named Entity RecognitionCode0
t-SS3: a text classifier with dynamic n-grams for early risk detection over text streamsCode0
Investigating an Effective Character-level Embedding in Korean Sentence ClassificationCode0
TextCNN with Attention for Text ClassificationCode0
Cross-lingual Information Retrieval with BERTCode0
Paraphrase Thought: Sentence Embedding Module Imitating Human Language RecognitionCode0
Augmenting Data with Mixup for Sentence Classification: An Empirical StudyCode0
PcMSP: A Dataset for Scientific Action Graphs Extraction from Polycrystalline Materials Synthesis Procedure TextCode0
Large Language Models for Anomaly Detection in Computational Workflows: from Supervised Fine-Tuning to In-Context LearningCode0
What you can cram into a single vector: Probing sentence embeddings for linguistic propertiesCode0
Voice@SRIB at SemEval-2020 Task 9 and 12: Stacked Ensembling method for Sentiment and Offensiveness detection in Social MediaCode0
Placing (Historical) Facts on a Timeline: A Classification cum Coref Resolution ApproachCode0
Learning to Infer from Unlabeled Data: A Semi-supervised Learning Approach for Robust Natural Language InferenceCode0
Posterior Calibrated Training on Sentence Classification TasksCode0
An Attention-Gated Convolutional Neural Network for Sentence ClassificationCode0
Counterfactual Adversarial Learning with Representation InterpolationCode0
Pretrained Language Models for Sequential Sentence ClassificationCode0
ClassBases at CASE-2022 Multilingual Protest Event Detection Tasks: Multilingual Protest News Detection and Automatically Replicating Manually Created Event DatasetsCode0
CIRCE at SemEval-2020 Task 1: Ensembling Context-Free and Context-Dependent Word RepresentationsCode0
PySS3: A Python package implementing a novel text classifier with visualization tools for Explainable AICode0
Making Parameter-efficient Tuning More Efficient: A Unified Framework for Classification TasksCode0
Character-level and Multi-channel Convolutional Neural Networks for Large-scale Authorship AttributionCode0
An Approach for Process Model Extraction By Multi-Grained Text ClassificationCode0
MDAPT: Multilingual Domain Adaptive Pretraining in a Single ModelCode0
Causal Augmentation for Causal Sentence ClassificationCode0
Query-Focused Extractive Summarisation for Finding Ideal Answers to Biomedical and COVID-19 QuestionsCode0
Measuring the Evolution of a Scientific Field through Citation FramesCode0
Query-focused Extractive Summarisation for Biomedical and COVID-19 Complex Question AnsweringCode0
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence BenchmarksCode0
Word Embedding Perturbation for Sentence ClassificationCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9—Unverified
2Structural-scaffoldsF184—Unverified
3BiLSTM-Attention + ELMoF182.6—Unverified
4Feature-Rich Random ForestF179.6—Unverified
5BiLSTM-AttentionF177.2—Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1—Unverified
2SciBERTF170.98—Unverified
3Structural-scaffoldsF167.9—Unverified
4Random ForestF153—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71—Unverified
2SciBERT (Base Vocab)F164.02—Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6—Unverified
2SciBERT (Base Vocab)F186.81—Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99—Unverified
2SciBERT (Base Vocab)F184.43—Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9—Unverified