TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU Aug 15, 2024 domain classification Intent Detection
Code Code Available Evaluating Gender Bias in Natural Language Inference May 12, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Mind the GAP: A Balanced Corpus of Gendered Ambiguous Pronouns Oct 11, 2018 Coreference Resolution Diversity
Code Code Available Evaluating Coreference Resolvers on Community-based Question Answering: From Rule-based to State of the Art Oct 1, 2022 Answer Selection coreference-resolution
Code Code Available ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Jul 5, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference Jan 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available WikiReading: A Novel Large-scale Language Understanding Task over Wikipedia Aug 11, 2016 Articles Document Classification
Code Code Available Mitigating Biases in Toxic Language Detection through Invariant Rationalization Jun 14, 2021 Natural Language Understanding
Code Code Available TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model May 18, 2023 Natural Language Understanding Sentence
Code Code Available EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators Dec 2, 2019 Dialogue Act Classification Emotional Dialogue Acts
Code Code Available WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Aug 21, 2019 coreference-resolution Coreference Resolution
Code Code Available Reweighting Augmented Samples by Minimizing the Maximal Expected Loss Mar 16, 2021 Data Augmentation Image Augmentation
Code Code Available m-Networks: Adapting the Triplet Networks for Acronym Disambiguation Jul 1, 2022 Natural Language Understanding Triplet
Code Code Available RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning Jan 16, 2022 Few-Shot Learning Link Prediction
Code Code Available Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available Training Efficient CNNS: Tweaking the Nuts and Bolts of Neural Networks for Lighter, Faster and Robust Models May 23, 2022 Data Augmentation Information Retrieval
Code Code Available A Multi-level Neural Network for Implicit Causality Detection in Web Texts Aug 18, 2019 Causal Inference Feature Engineering
Code Code Available Counterfactual Detection meets Transfer Learning May 27, 2020 Binary Classification counterfactual
Code Code Available Modeling Variations of First-Order Horn Abduction in Answer Set Programming Dec 30, 2015 Natural Language Understanding
Code Code Available User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Jan 16, 2020 Intent Detection Natural Language Understanding
Code Code Available A Probabilistic Generative Grammar for Semantic Parsing Jun 20, 2016 Natural Language Understanding Semantic Parsing
Code Code Available Task Oriented Dialogue as a Catalyst for Self-Supervised Automatic Speech Recognition Jan 4, 2024 Attribute Automatic Speech Recognition
Code Code Available Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding May 30, 2024 Natural Language Understanding reinforcement-learning
Code Code Available Coreference Reasoning in Machine Reading Comprehension Dec 31, 2020 coreference-resolution Coreference Resolution
Code Code Available 