Natural Language Processing

Food for Thought: How can we exploit contextual embeddings in the translation of idiomatic expressions? EMNLP 2022 Fooling Explanations in Text Classifiers ICLR 2022 Forecasting Future World Events With Neural Networks NeurIPS 2022 Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning EMNLP 2022 FormLM: Recommending Creation Ideas for Online Forms by Modelling Semantic and Structural Information EMNLP 2022 FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022 Formulating Few-shot Fine-tuning Towards Language Model Pre-training: A Pilot Study on Named Entity Recognition EMNLP 2022 FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining ACL 2022 Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis AAAI 2022 Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ACL 2022 FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022 Fraunhofer FKIE @ SMM4H 2022: System Description for Shared Tasks 2, 4 and 9 COLING 2022 FRE at SocialDisNER: Joint Learning of Language Models for Named Entity Recognition COLING 2022 FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models NAACL 2022 French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022 FrenchMedMCQA: A French Multiple-Choice Question Answering Dataset for Medical domain EMNLP 2022 Frequency-Aware Contrastive Learning for Neural Machine Translation AAAI 2022 FR: Folded Rationalization with a Unified Encoder NeurIPS 2022 From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022 From Dense to Sparse: Contrastive Pruning for Better Pre-trained Language Model Compression AAAI 2022 From Disfluency Detection to Intent Detection and Slot Filling Interspeech 2022 From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022 From Good to Best: Two-Stage Training for Cross-Lingual Machine Reading Comprehension AAAI 2022 From Rewriting to Remembering: Common Ground for Conversational QA Models ACL 2022 From Simultaneous to Streaming Machine Translation by Leveraging Streaming History ACL 2022