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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

Improving Large-scale Paraphrase Acquisition and Generation EMNLP 2022
Extending Logic Explained Networks to Text Classification EMNLP 2022
Beyond prompting: Making Pre-trained Language Models Better Zero-shot Learners by Clustering Representations EMNLP 2022
FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022
“It’s Not Just Hate”: A Multi-Dimensional Perspective on Detecting Harmful Speech Online EMNLP 2022
EasyNLP: A Comprehensive and Easy-to-use Toolkit for Natural Language Processing EMNLP 2022
HashFormers: Towards Vocabulary-independent Pre-trained Transformers EMNLP 2022
Don’t Prompt, Search! Mining-based Zero-Shot Learning with Language Models EMNLP 2022
The Devil in Linear Transformer EMNLP 2022
Hybrid Knowledge Engineering Leveraging a Robust ML Framework to Produce an Assassination Dataset EMNLP 2022
LIPI at the FinNLP-2022 ERAI Task: Ensembling Sentence Transformers for Assessing Maximum Possible Profit and Loss from Online Financial Posts EMNLP 2022
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts EMNLP 2022
CEFR-Based Sentence Difficulty Annotation and Assessment EMNLP 2022
Semantic Novelty Detection and Characterization in Factual Text Involving Named Entities EMNLP 2022
Arabic Natural Language Processing EMNLP 2022
Expose Backdoors on the Way: A Feature-Based Efficient Defense against Textual Backdoor Attacks EMNLP 2022
HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response EMNLP 2022
BioNLI: Generating a Biomedical NLI Dataset Using Lexico-semantic Constraints for Adversarial Examples EMNLP 2022
Multimodal Conversation Modelling for Topic Derailment Detection EMNLP 2022
Tracking COVID-19 protest events in the United States. Shared Task 2: Event Database Replication, CASE 2022 EMNLP 2022
Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines EMNLP 2022
“Am I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022
SI2M & AIOX Labs at WANLP 2022 Shared Task: Propaganda Detection in Arabic, A Data Augmentation and Name Entity Recognition Approach EMNLP 2022
Textual Manifold-based Defense Against Natural Language Adversarial Examples EMNLP 2022
OTSeq2Set: An Optimal Transport Enhanced Sequence-to-Set Model for Extreme Multi-label Text Classification EMNLP 2022