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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization ACL 2020 SocCogCom at SemEval-2020 Task 11: Characterizing and Detecting Propaganda Using Sentence-Level Emotional Salience Features SemEval 2020 Soft Gazetteers for Low-Resource Named Entity Recognition ACL 2020 Some Languages Seem Easier to Parse Because Their Treebanks Leak EMNLP 2020 Sources of Transfer in Multilingual Named Entity Recognition ACL 2020 Sparse and Continuous Attention Mechanisms NeurIPS 2020 Sparse Parallel Training of Hierarchical Dirichlet Process Topic Models EMNLP 2020 SPECTER: Document-level Representation Learning using Citation-informed Transformers ACL 2020 Speech2Action: Cross-Modal Supervision for Action Recognition CVPR 2020 SpeechBERT: An Audio-and-Text Jointly Learned Language Model for End-to-End Spoken Question Answering Interspeech 2020 Spying on Your Neighbors: Fine-grained Probing of Contextual Embeddings for Information about Surrounding Words ACL 2020 Stance Prediction and Claim Verification: An Arabic Perspective ACL 2020 Stanza: A Python Natural Language Processing Toolkit for Many Human Languages ACL 2020 Staying True to Your Word: (How) Can Attention Become Explanation? ACL 2020 STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ AACL 2020 Stronger Baselines for Grammatical Error Correction Using a Pretrained Encoder-Decoder Model AACL 2020 StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding ICLR 2020 Structure-Level Knowledge Distillation For Multilingual Sequence Labeling ACL 2020 Studying Taxonomy Enrichment on Diachronic WordNet Versions COLING 2020 Style Attuned Pre-Training and Parameter Efficient Fine-Tuning for Spoken Language Understanding Interspeech 2020 StyleDGPT: Stylized Response Generation with Pre-trained Language Models EMNLP 2020 Style Variation as a Vantage Point for Code-Switching Interspeech 2020 Subjecthood and annotation: The cases of French and Wolof COLING 2020 SU-NLP at SemEval-2020 Task 12: Offensive Language IdentifiCation in Turkish Tweets SemEval 2020 Surprisal Predicts Code-Switching in Chinese-English Bilingual Text EMNLP 2020