Is Supervised Syntactic Parsing Beneficial for Language Understanding? An Empirical Investigation Aug 15, 2020 Language Modeling Language Modelling
Code Code Available Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems Aug 14, 2020 Dialogue State Tracking Few-Shot Learning
— Unverified Speech To Semantics: Improve ASR and NLU Jointly via All-Neural Interfaces Aug 14, 2020 All Automatic Speech Recognition
— Unverified Privacy Guarantees for De-identifying Text Transformations Aug 7, 2020 BIG-bench Machine Learning De-identification
Code Code Available KBot: a Knowledge graph based chatBot for natural language understanding over linked data Aug 1, 2020 Chatbot intent-classification
— Unverified Self-supervised Learning for Large-scale Item Recommendations Jul 25, 2020 Data Augmentation Natural Language Understanding
— Unverified Mono vs Multilingual Transformer-based Models: a Comparison across Several Language Tasks Jul 19, 2020 Fake News Detection Language Modeling
Code Code Available From Spatial Relations to Spatial Configurations Jul 19, 2020 Abstract Meaning Representation Natural Language Understanding
— Unverified Towards an Automated SOAP Note: Classifying Utterances from Medical Conversations Jul 17, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified HyperGrid: Efficient Multi-Task Transformers with Grid-wise Decomposable Hyper Projections Jul 12, 2020 Multi-Task Learning Natural Language Understanding
— Unverified Logic, Language, and Calculus Jul 6, 2020 Natural Language Inference Natural Language Understanding
— Unverified Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning Jul 3, 2020 Natural Language Understanding speech-recognition
— Unverified Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data Jul 1, 2020 Form Natural Language Understanding
— Unverified A Semantic Web Framework for Automated Smart Assistants: COVID-19 Case Study Jul 1, 2020 Natural Language Understanding
— Unverified CopyBERT: A Unified Approach to Question Generation with Self-Attention Jul 1, 2020 Dependency Parsing Language Modeling
— Unverified Using Alternate Representations of Text for Natural Language Understanding Jul 1, 2020 Natural Language Understanding
— Unverified Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences Jul 1, 2020 Natural Language Inference Natural Language Understanding
— Unverified Can Wikipedia Categories Improve Masked Language Model Pretraining? Jul 1, 2020 Language Modeling Language Modelling
— Unverified Hypernymy Detection for Low-Resource Languages via Meta Learning Jul 1, 2020 Lexical Entailment Meta-Learning
— Unverified Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding Jul 1, 2020 Information Retrieval Natural Language Understanding
— Unverified Curriculum Learning for Natural Language Understanding Jul 1, 2020 Natural Language Understanding
— Unverified Recursive Template-based Frame Generation for Task Oriented Dialog Jul 1, 2020 Decoder Natural Language Understanding
— Unverified Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Jul 1, 2020 coreference-resolution Coreference Resolution
— Unverified Conscious Intelligence Requires Lifelong Autonomous Programming For General Purposes Jun 30, 2020 Natural Language Understanding
— Unverified ProVe -- Self-supervised pipeline for automated product replacement and cold-starting based on neural language models Jun 26, 2020 Demand Forecasting Natural Language Understanding
Code Code Available Neural Machine Translation For Paraphrase Generation Jun 25, 2020 Decoder Machine Translation
— Unverified Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Jun 21, 2020 Image Classification Machine Translation
Code Code Available Memory Transformer Jun 20, 2020 Language Modeling Language Modelling
Code Code Available Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network Jun 19, 2020 Chatbot Information Retrieval
— Unverified Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors Jun 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Consolidating Commonsense Knowledge Jun 10, 2020 Common Sense Reasoning Knowledge Graphs
— Unverified Semantic Loss Application to Entity Relation Recognition Jun 7, 2020 Feature Engineering Natural Language Understanding
— Unverified Accelerating Natural Language Understanding in Task-Oriented Dialog Jun 5, 2020 Natural Language Understanding
Code Code Available Conversational Machine Comprehension: a Literature Review Jun 1, 2020 Machine Reading Comprehension Natural Language Understanding
— Unverified Noise Robust Named Entity Understanding for Voice Assistants May 29, 2020 domain classification Entity Linking
— Unverified User Intent Inference for Web Search and Conversational Agents May 28, 2020 General Classification intent-classification
— Unverified Contextual Dialogue Act Classification for Open-Domain Conversational Agents May 28, 2020 Classification Dialogue Act Classification
Code Code Available Counterfactual Detection meets Transfer Learning May 27, 2020 Binary Classification counterfactual
Code Code Available Syntactic Structure Distillation Pretraining For Bidirectional Encoders May 27, 2020 Knowledge Distillation Language Modeling
— Unverified History-Aware Question Answering in a Blocks World Dialogue System May 26, 2020 Natural Language Understanding Question Answering
— Unverified Refining Implicit Argument Annotation for UCCA May 26, 2020 Coreference Resolution Natural Language Understanding
— Unverified A Complex KBQA System using Multiple Reasoning Paths May 22, 2020 Natural Language Understanding Question Answering
— Unverified Automatic Discovery of Novel Intents & Domains from Text Utterances May 22, 2020 General Classification Natural Language Understanding
— Unverified (Re)construing Meaning in NLP May 18, 2020 Natural Language Understanding Survey
— Unverified CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task May 17, 2020 Multiple-choice Natural Language Inference
— Unverified CERT: Contrastive Self-supervised Learning for Language Understanding May 16, 2020 Natural Language Understanding Self-Supervised Learning
Code Code Available Language Conditioned Imitation Learning over Unstructured Data May 15, 2020 continuous-control Continuous Control
— Unverified VirAAL: Virtual Adversarial Active Learning For NLU May 14, 2020 Active Learning Data Augmentation
Code Code Available A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract) May 13, 2020 Natural Language Understanding Temporal Information Extraction
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