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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer ACL 2022
An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022
Misinfo Reaction Frames: Reasoning about Readers’ Reactions to News Headlines ACL 2022
Minimally-Supervised Joint Learning of Event Volitionality and Subject Animacy Classification AAAI 2022
Learned Incremental Representations for Parsing ACL 2022
A Taxonomy of Empathetic Questions in Social Dialogs ACL 2022
FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework ACL 2022
Measuring and Mitigating Name Biases in Neural Machine Translation ACL 2022
Incorporating Constituent Syntax for Coreference Resolution AAAI 2022
Alignment-Augmented Consistent Translation for Multilingual Open Information Extraction ACL 2022
Are Prompt-based Models Clueless? ACL 2022
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks ACL 2022
Investigating Non-local Features for Neural Constituency Parsing ACL 2022
Span-Based Semantic Role Labeling with Argument Pruning and Second-Order Inference AAAI 2022
Discrete Opinion Tree Induction for Aspect-based Sentiment Analysis ACL 2022
Towards Robustness of Text-to-SQL Models Against Natural and Realistic Adversarial Table Perturbation ACL 2022
Divide and Denoise: Learning from Noisy Labels in Fine-Grained Entity Typing with Cluster-Wise Loss Correction ACL 2022
Tracing Origins: Coreference-aware Machine Reading Comprehension ACL 2022