Natural Language Understanding

(Comet-) Atomic 2020: On Symbolic and Neural Commonsense Knowledge Graphs AAAI 2021 Event-Centric Natural Language Processing ACL 2021 Exploring Transfer Learning For End-to-End Spoken Language Understanding AAAI 2021 Inverse Reinforcement Learning with Natural Language Goals AAAI 2021 Knowledge-driven Natural Language Understanding of English Text and its Applications AAAI 2021 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021 Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021 Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning ICLR 2021 The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding EMNLP 2021 An Annotated Corpus of Reference Resolution for Interpreting Common Grounding AAAI 2020 AutoQA: From Databases To QA Semantic Parsers With Only Synthetic Training Data EMNLP 2020 BERT Knows Punta Cana is not just beautiful, it’s gorgeous: Ranking Scalar Adjectives with Contextualised Representations EMNLP 2020 Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data ACL 2020 Feedback-Based Self-Learning in Large-Scale Conversational AI Agents AAAI 2020 FreeLB: Enhanced Adversarial Training for Natural Language Understanding ICLR 2020 GLUCOSE: GeneraLized and COntextualized Story Explanations EMNLP 2020 Graph Constrained Reinforcement Learning for Natural Language Action Spaces ICLR 2020 Language (Re)modelling: Towards Embodied Language Understanding ACL 2020 Machine Reading of Historical Events ACL 2020 Multi-turn Response Selection using Dialogue Dependency Relations EMNLP 2020 SlotRefine: A Fast Non-Autoregressive Model for Joint Intent Detection and Slot Filling EMNLP 2020 StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding ICLR 2020 TabFact: A Large-scale Dataset for Table-based Fact Verification ICLR 2020 MAi: An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents AAAI 2019 On Resolving Ambiguous Anaphoric Expressions in Imperative Discourse AAAI 2019