TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Sep 20, 2019 Few-Shot Learning Logical Reasoning
— Unverified Summary Level Training of Sentence Rewriting for Abstractive Summarization Sep 19, 2019 Abstractive Text Summarization Extractive Text Summarization
— Unverified CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots Sep 18, 2019 Dialogue Management intent-classification
— Unverified Grounding learning of modifier dynamics: An application to color naming Sep 17, 2019 Additive models Natural Language Understanding
Code Code Available End-to-End Bias Mitigation by Modelling Biases in Corpora Sep 13, 2019 Fact Verification Natural Language Inference
Code Code Available MOSS: End-to-End Dialog System Framework with Modular Supervision Sep 12, 2019 Decoder dialog state tracking
Code Code Available Symmetric Regularization based BERT for Pair-wise Semantic Reasoning Sep 8, 2019 Machine Reading Comprehension Natural Language Inference
Code Code Available Semantics-aware BERT for Language Understanding Sep 5, 2019 Language Modeling Language Modelling
Code Code Available TabFact: A Large-scale Dataset for Table-based Fact Verification Sep 5, 2019 16k Fact Checking
Code Code Available Effective Use of Transformer Networks for Entity Tracking Sep 5, 2019 Natural Language Understanding
Code Code Available Transfer Fine-Tuning: A BERT Case Study Sep 3, 2019 Natural Language Understanding Paraphrase Identification
Code Code Available Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies Sep 1, 2019 Multi-Task Learning Natural Language Understanding
— Unverified Enhancing Natural Language Understanding through Cross-Modal Interaction: Meaning Recovery from Acoustically Noisy Speech Sep 1, 2019 Natural Language Understanding Sentence
— Unverified What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues Sep 1, 2019 coreference-resolution Coreference Resolution
Code Code Available A Dataset of General-Purpose Rebuttal Sep 1, 2019 Natural Language Understanding Response Generation
— Unverified An Improved Neural Baseline for Temporal Relation Extraction Sep 1, 2019 Common Sense Reasoning Natural Language Understanding
— Unverified Exploiting Open IE for Deriving Multiple Premises Entailment Corpus Sep 1, 2019 Natural Language Inference Natural Language Understanding
— Unverified NEZHA: Neural Contextualized Representation for Chinese Language Understanding Aug 31, 2019 named-entity-recognition Named Entity Recognition
Code Code Available Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Aug 27, 2019 Language Modeling Language Modelling
— Unverified Ensemble approach for natural language question answering problem Aug 26, 2019 Natural Language Understanding Question Answering
— Unverified Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Aug 21, 2019 Diversity Natural Language Understanding
Code Code Available WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Aug 21, 2019 coreference-resolution Coreference Resolution
Code Code Available Encoder-Agnostic Adaptation for Conditional Language Generation Aug 19, 2019 Conditional Text Generation Language Modeling
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 