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Text Classification

6,754 papers

Papers per year

Papers

HFL at SemEval-2022 Task 8: A Linguistics-inspired Regression Model with Data Augmentation for Multilingual News Similarity SEMEVAL 2022
IIIT-MLNS at SemEval-2022 Task 8: Siamese Architecture for Modeling Multilingual News Similarity SEMEVAL 2022
LSX_team5 at SemEval-2022 Task 8: Multilingual News Article Similarity Assessment based on Word- and Sentence Mover’s Distance SEMEVAL 2022
Team dina at SemEval-2022 Task 8: Pre-trained Language Models as Baselines for Semantic Similarity SEMEVAL 2022
AMEX AI Labs at SemEval-2022 Task 10: Contextualized fine-tuning of BERT for Structured Sentiment Analysis SEMEVAL 2022
The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations NIPS 2021
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation NIPS 2021
Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification NIPS 2021
Refining Language Models with Compositional Explanations NIPS 2021
Diversity Enhanced Active Learning with Strictly Proper Scoring Rules NIPS 2021
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP NIPS 2021
Counterfactual Invariance to Spurious Correlations in Text Classification NIPS 2021
Automated Lay Language Summarization of Biomedical Scientific Reviews AAAI 2021
RareBERT: Transformer Architecture for Rare Disease Patient Identification using Administrative Claims AAAI 2021
Embracing Domain Differences in Fake News: Cross-domain Fake News Detection using Multi-modal Data AAAI 2021
Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search AAAI 2021
MARTA: Leveraging Human Rationales for Explainable Text Classification AAAI 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification AAAI 2021
Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021
Simple or Complex? Learning to Predict Readability of Bengali Texts AAAI 2021
Knowledge-aware Leap-LSTM: Integrating Prior Knowledge into Leap-LSTM towards Faster Long Text Classification AAAI 2021
Judgment Prediction via Injecting Legal Knowledge into Neural Networks AAAI 2021
Label Confusion Learning to Enhance Text Classification Models AAAI 2021
It Takes Two to Empathize: One to Seek and One to Provide AAAI 2021
Distribution Matching for Rationalization AAAI 2021