natural language understanding

On Losses for Modern Language Models EMNLP 2020 PIQA: Reasoning about Physical Commonsense in Natural Language AAAI 2020 Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order ACL 2020 Probing Linguistic Systematicity ACL 2020 Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding ACL 2020 PuzzLing Machines: A Challenge on Learning From Small Data ACL 2020 QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines EMNLP 2020 Question Quality Improvement: Deep Question Understanding for Incident Management in Technical Support Domain AAAI 2020 Reasoning Requirements for Indirect Speech Act Interpretation COLING 2020 Referring Image Segmentation via Cross-Modal Progressive Comprehension CVPR 2020 RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020 schuBERT: Optimizing Elements of BERT ACL 2020 Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems COLING 2020 SemEval-2020 Task 5: Counterfactual Recognition SemEval 2020 Sentiment Forecasting in Dialog COLING 2020 SLURP: A Spoken Language Understanding Resource Package EMNLP 2020 Social Chemistry 101: Learning to Reason about Social and Moral Norms EMNLP 2020 Speech to Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Interspeech 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 Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context AAAI 2020 tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection ACL 2020 The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020 The Sensitivity of Language Models and Humans to Winograd Schema Perturbations ACL 2020 The Unstoppable Rise of Computational Linguistics in Deep Learning ACL 2020