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Text Classification

6,754 papers

Papers per year

Papers

Features or Spurious Artifacts? Data-centric Baselines for Fair and Robust Hate Speech Detection NAACL 2022
Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss NAACL 2022
MuCGEC: a Multi-Reference Multi-Source Evaluation Dataset for Chinese Grammatical Error Correction NAACL 2022
Privacy-Preserving Text Classification on BERT Embeddings with Homomorphic Encryption NAACL 2022
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations NAACL 2022
On the Use of Bert for Automated Essay Scoring: Joint Learning of Multi-Scale Essay Representation NAACL 2022
TWEETSPIN: Fine-grained Propaganda Detection in Social Media Using Multi-View Representations NAACL 2022
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand NAACL 2022
Benchmarking Intersectional Biases in NLP NAACL 2022
Can Rationalization Improve Robustness? NAACL 2022
Is Neural Topic Modelling Better than Clustering? An Empirical Study on Clustering with Contextual Embeddings for Topics NAACL 2022
KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022
Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022
Measure and Improve Robustness in NLP Models: A Survey NAACL 2022
Learning to Generate Examples for Semantic Processing Tasks NAACL 2022
Counterfactually Augmented Data and Unintended Bias: The Case of Sexism and Hate Speech Detection NAACL 2022
EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification NAACL 2022
Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022
CORWA: A Citation-Oriented Related Work Annotation Dataset NAACL 2022
Extreme Zero-Shot Learning for Extreme Text Classification NAACL 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification NAACL 2022
Cryptocurrency Bubble Detection: A New Stock Market Dataset, Financial Task & Hyperbolic Models NAACL 2022
Identifying Implicitly Abusive Remarks about Identity Groups using a Linguistically Informed Approach NAACL 2022
Shedding New Light on the Language of the Dark Web NAACL 2022
Conceptualizing Treatment Leakage in Text-based Causal Inference NAACL 2022