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text classification

6776 papers

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Also known as

XMC ATC BIOBERT STC TC ELMO

Co-occurring keywords

large language model (12755) sentiment analysis (2079) transformer model (1988) transfer learning (5442) natural language processing (2027) named entity recognition (2801) hate speech detection (716) social media analysis (699) data augmentation (3037) language model (4573)

Papers

CDGP: Automatic Cloze Distractor Generation based on Pre-trained Language Model EMNLP 2022
SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022
Capturing Topic Framing via Masked Language Modeling EMNLP 2022
APEACH: Attacking Pejorative Expressions with Analysis on Crowd-Generated Hate Speech Evaluation Datasets EMNLP 2022
Revisiting Transformer-based Models for Long Document Classification EMNLP 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
Can Yes-No Question-Answering Models be Useful for Few-Shot Metaphor Detection? EMNLP 2022
An Exploration of Linguistically-Driven and Transfer Learning Methods for Euphemism Detection EMNLP 2022
UOA at the FinNLP-2022 ERAI Task: Leveraging the Class Label Description for Financial Opinion Mining EMNLP 2022
Astock: A New Dataset and Automated Stock Trading based on Stock-specific News Analyzing Model EMNLP 2022
Knowledge informed sustainability detection from short financial texts EMNLP 2022
TCS WITM 2022@FinSim4-ESG: Augmenting BERT with Linguistic and Semantic features for ESG data classification EMNLP 2022
Using Transformer-based Models for Taxonomy Enrichment and Sentence Classification EMNLP 2022
Processing Long Legal Documents with Pre-trained Transformers: Modding LegalBERT and Longformer EMNLP 2022
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPI EMNLP 2022
Improving the Generalizability of Text-Based Emotion Detection by Leveraging Transformers with Psycholinguistic Features EMNLP 2022
Fine-Grained Extraction and Classification of Skill Requirements in German-Speaking Job Ads EMNLP 2022
Understanding Interpersonal Conflict Types and their Impact on Perception Classification EMNLP 2022
DeepParliament: A Legal domain Benchmark & Dataset for Parliament Bills Prediction EMNLP 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022
Domain Adaptation for Arabic Crisis Response EMNLP 2022
AraDepSu: Detecting Depression and Suicidal Ideation in Arabic Tweets Using Transformers EMNLP 2022
Emoji Sentiment Roles for Sentiment Analysis: A Case Study in Arabic Texts EMNLP 2022
Optimizing Naive Bayes for Arabic Dialect Identification EMNLP 2022
NLP DI at NADI Shared Task Subtask-1: Sub-word Level Convolutional Neural Models and Pre-trained Binary Classifiers for Dialect Identification EMNLP 2022