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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

Contextualized Embeddings for Connective Disambiguation in Shallow Discourse Parsing EMNLP 2020
Evaluating Commonsense in Pre-Trained Language Models AAAI 2020
Using Type Information to Improve Entity Coreference Resolution EMNLP 2020
Relative and Incomplete Time Expression Anchoring for Clinical Text EMNLP 2020
Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization EMNLP 2020
Robust Backed-off Estimation of Out-of-Vocabulary Embeddings EMNLP 2020
Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020
On the Sub-layer Functionalities of Transformer Decoder EMNLP 2020
Hierarchical Region Learning for Nested Named Entity Recognition EMNLP 2020
Tri-Train: Automatic Pre-Fine Tuning between Pre-Training and Fine-Tuning for SciNER EMNLP 2020
Thinking Like a Skeptic: Defeasible Inference in Natural Language EMNLP 2020
Multi-hop Question Generation with Graph Convolutional Network EMNLP 2020
LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020
A Pointer Network Architecture for Joint Morphological Segmentation and Tagging EMNLP 2020
No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP 2020
Graph-to-Graph Transformer for Transition-based Dependency Parsing EMNLP 2020
Pushing the Limits of AMR Parsing with Self-Learning EMNLP 2020
Adapting Open Domain Fact Extraction and Verification to COVID-FACT through In-Domain Language Modeling EMNLP 2020
SG-Net: Syntax-Guided Machine Reading Comprehension AAAI 2020
Inferring about fraudulent collusion risk on Brazilian public works contracts in official texts using a Bi-LSTM approach EMNLP 2020
Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking EMNLP 2020
Will it Unblend? EMNLP 2020
Predicting Responses to Psychological Questionnaires from Participants’ Social Media Posts and Question Text Embeddings EMNLP 2020
Pseudo-Bidirectional Decoding for Local Sequence Transduction EMNLP 2020
Inexpensive Domain Adaptation of Pretrained Language Models: Case Studies on Biomedical NER and Covid-19 QA EMNLP 2020