natural language understanding

Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric Interspeech 2022 Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling EMNLP 2022 Exploiting In-Domain Bilingual Corpora for Zero-Shot Transfer Learning in NLU of Intra-Sentential Code-Switching Chatbot Interactions EMNLP 2022 Fast Few-shot Debugging for NLU Test Suites ACL 2022 FaVIQ: FAct Verification from Information-seeking Questions ACL 2022 FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding ACL 2022 Few-Shot Semantic Parsing with Language Models Trained on Code NAACL 2022 Flowstorm: Open-Source Platform with Hybrid Dialogue Architecture NAACL 2022 From text to talk: Harnessing conversational corpora for humane and diversity-aware language technology ACL 2022 GLM: General Language Model Pretraining with Autoregressive Blank Infilling ACL 2022 Grounding Meaning Representation for Situated Reasoning AACL 2022 How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets NAACL 2022 IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022 Imagination-Augmented Natural Language Understanding NAACL 2022 Improving Commonsense Contingent Reasoning by Pseudo-data and Its Application to the Related Tasks COLING 2022 Inherently Explainable Reinforcement Learning in Natural Language NeurIPS 2022 Input-specific Attention Subnetworks for Adversarial Detection ACL 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Investigating the Benefits of Free-Form Rationales EMNLP 2022 Jump Self-attention: Capturing High-order Statistics in Transformers NeurIPS 2022 Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022 Knowledge Distillation Transfer Sets and their Impact on Downstream NLU Tasks EMNLP 2022 Knowledge Prompting in Pre-trained Language Model for Natural Language Understanding EMNLP 2022 Language As Queries for Referring Video Object Segmentation CVPR 2022 Less Is Better: Recovering Intended-Feature Subspace to Robustify NLU Models COLING 2022