Foundation Models

Structural Encoding and Pre-training Matter: Adapting BERT for Table-Based Fact Verification EACL 2021 TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SemEval 2021 Team Phoenix at WASSA 2021: Emotion Analysis on News Stories with Pre-Trained Language Models EACL 2021 Terra: Imperative-Symbolic Co-Execution of Imperative Deep Learning Programs NeurIPS 2021 The Adapter-Bot: All-In-One Controllable Conversational Model AAAI 2021 The Contour to Classification Game AAAI 2021 The Stem Cell Hypothesis: Dilemma behind Multi-Task Learning with Transformer Encoders EMNLP 2021 THiFly_Queens at SemEval-2021 Task 9: Two-stage Statement Verification with Adaptive Ensembling and Slot-based Operation SemEval 2021 TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems ACL 2021 TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework NeurIPS 2021 TopicNet: Semantic Graph-Guided Topic Discovery NeurIPS 2021 Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search CVPR 2021 UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2 AAAI 2021 UETfishes at MEDIQA 2021: Standing-on-the-Shoulders-of-Giants Model for Abstractive Multi-answer Summarization NAACL 2021 UIT-E10dot3 at SemEval-2021 Task 5: Toxic Spans Detection with Named Entity Recognition and Question-Answering Approaches SemEval 2021 UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions SemEval 2021 UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark AAAI 2021 UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SemEval 2021 UZWORDNET: A Lexical-Semantic Database for the Uzbek Language EACL 2021 We Can Explain Your Research in Layman's Terms: Towards Automating Science Journalism at Scale AAAI 2021 What Changes Can Large-scale Language Models Bring? Intensive Study on HyperCLOVA: Billions-scale Korean Generative Pretrained Transformers EMNLP 2021 Which Linguist Invented the Lightbulb? Presupposition Verification for Question-Answering ACL 2021 WVOQ at SemEval-2021 Task 6: BART for Span Detection and Classification SemEval 2021 YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SemEval 2021 You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection NeurIPS 2021