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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022
Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification EMNLP 2022
MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift EMNLP 2022
A Legal Approach to Hate Speech – Operationalizing the EU’s Legal Framework against the Expression of Hatred as an NLP Task EMNLP 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022
Task-guided Disentangled Tuning for Pretrained Language Models ACL 2022
Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022
EnCBP: A New Benchmark Dataset for Finer-Grained Cultural Background Prediction in English ACL 2022
Auxiliary tasks to boost Biaffine Semantic Dependency Parsing ACL 2022
Improving Neural Political Statement Classification with Class Hierarchical Information ACL 2022
Systematicity, Compositionality and Transitivity of Deep NLP Models: a Metamorphic Testing Perspective ACL 2022
Seq2Path: Generating Sentiment Tuples as Paths of a Tree ACL 2022
NLP4ITF @ Causal News Corpus 2022: Leveraging Linguistic Information for Event Causality Classification EMNLP 2022
Ranking-Constrained Learning with Rationales for Text Classification ACL 2022
Unsupervised Natural Language Inference Using PHL Triplet Generation ACL 2022
BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis ACL 2022
Sibylvariant Transformations for Robust Text Classification ACL 2022
Weighted self Distillation for Chinese word segmentation ACL 2022
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text ACL 2022
Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition ACL 2022
A Goal-Driven Natural Language Interface for Creating Application Integration Workflows AAAI 2022
SNU-Causality Lab @ Causal News Corpus 2022: Detecting Causality by Data Augmentation via Part-of-Speech tagging EMNLP 2022
Efficient, Uncertainty-based Moderation of Neural Networks Text Classifiers ACL 2022
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing ACL 2022