Towards Incorporating Entity-specific Knowledge Graph Information in Predicting Drug-Drug Interactions Dec 21, 2020 Natural Language Understanding Relation Classification
— Unverified Exploring Transfer Learning For End-to-End Spoken Language Understanding Dec 15, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified LRC-BERT: Latent-representation Contrastive Knowledge Distillation for Natural Language Understanding Dec 14, 2020 Contrastive Learning Knowledge Distillation
— Unverified Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU Dec 9, 2020 Data Augmentation Generative Adversarial Network
— Unverified Towards Coinductive Models for Natural Language Understanding. Bringing together Deep Learning and Deep Semantics Dec 9, 2020 Machine Translation Natural Language Understanding
— Unverified Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Dec 7, 2020 Cross-Lingual Transfer Natural Language Understanding
— Unverified Using multiple ASR hypotheses to boost i18n NLU performance Dec 7, 2020 Abstractive Text Summarization Automatic Speech Recognition
— Unverified Improvements and Extensions on Metaphor Detection Dec 7, 2020 Natural Language Understanding
— Unverified A Comparison of Natural Language Understanding Platforms for Chatbots in Software Engineering Dec 4, 2020 Chatbot Natural Language Understanding
— Unverified Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Dec 4, 2020 Active Learning Language Modeling
— Unverified Delexicalized Paraphrase Generation Dec 4, 2020 Data Augmentation intent-classification
— Unverified KDE SenseForce at SemEval-2020 Task 4: Exploiting BERT for Commonsense Validation and Explanation Dec 1, 2020 Natural Language Understanding
— Unverified CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Dec 1, 2020 Misinformation Natural Language Understanding
— Unverified Team Solomon at SemEval-2020 Task 4: Be Reasonable: Exploiting Large-scale Language Models for Commonsense Reasoning Dec 1, 2020 Natural Language Understanding Reading Comprehension
— Unverified NLU-Co at SemEval-2020 Task 5: NLU/SVM Based Model Apply Tocharacterise and Extract Counterfactual Items on Raw Data Dec 1, 2020 counterfactual Natural Language Understanding
— Unverified STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Dec 1, 2020 Classification intent-classification
Code Code Available Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings Dec 1, 2020 Natural Language Queries Natural Language Understanding
— Unverified DEEPYANG at SemEval-2020 Task 4: Using the Hidden Layer State of BERT Model for Differentiating Common Sense Dec 1, 2020 Common Sense Reasoning Natural Language Understanding
— Unverified Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems Dec 1, 2020 Clustering Diversity
— Unverified An empirical analysis of existing systems and datasets toward general simple question answering Dec 1, 2020 Natural Language Understanding Question Answering
Code Code Available Neighbor Contextual Information Learners for Joint Intent and Slot Prediction Dec 1, 2020 Natural Language Understanding
— Unverified Seeing the World through Text: Evaluating Image Descriptions for Commonsense Reasoning in Machine Reading Comprehension Dec 1, 2020 Common Sense Reasoning Machine Reading Comprehension
— Unverified Document-Level Neural Machine Translation Using BERT as Context Encoder Dec 1, 2020 Decoder Document Level Machine Translation
— Unverified Multi-task Learning of Spoken Language Understanding by Integrating N-Best Hypotheses with Hierarchical Attention Dec 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension Dec 1, 2020 Machine Reading Comprehension Natural Language Understanding
— Unverified Unified Multi Intent Order and Slot Prediction using Selective Learning Propagation Dec 1, 2020 Intent Detection Natural Language Understanding
— Unverified Semantic Slot Prediction on low corpus data using finite user defined list Dec 1, 2020 Decoder Natural Language Understanding
— Unverified Distill and Replay for Continual Language Learning Dec 1, 2020 Language Modelling Natural Language Understanding
— Unverified Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models Dec 1, 2020 Multiple-choice Natural Language Understanding
— Unverified LangResearchLab_NC at FinCausal 2020, Task 1: A Knowledge Induced Neural Net for Causality Detection Dec 1, 2020 Natural Language Understanding
— Unverified Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified A Straightforward Approach to Narratologically Grounded Character Identification Dec 1, 2020 Natural Language Understanding
— Unverified Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available A Multitask Active Learning Framework for Natural Language Understanding Dec 1, 2020 Active Learning Natural Language Understanding
— Unverified Extreme Model Compression for On-device Natural Language Understanding Nov 30, 2020 Model Compression Natural Language Understanding
— Unverified AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises Nov 26, 2020 Keyphrase Extraction Natural Language Understanding
— Unverified Gunrock 2.0: A User Adaptive Social Conversational System Nov 17, 2020 Management Natural Language Understanding
— Unverified Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems Nov 16, 2020 Goal-Oriented Dialog Natural Language Understanding
— Unverified Audrey: A Personalized Open-Domain Conversational Bot Nov 11, 2020 Natural Language Understanding
— Unverified Low-Resource Adaptation of Neural NLP Models Nov 9, 2020 Natural Language Understanding Transfer Learning
— Unverified Personalized Query Rewriting in Conversational AI Agents Nov 9, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Action State Update Approach to Dialogue Management Nov 9, 2020 Active Learning Dialogue Management
— Unverified Improving Commonsense Question Answering by Graph-based Iterative Retrieval over Multiple Knowledge Sources Nov 5, 2020 Language Modeling Language Modelling
— Unverified Language Model is All You Need: Natural Language Understanding as Question Answering Nov 5, 2020 All Language Modeling
— Unverified Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations Nov 3, 2020 Denoising Natural Language Understanding
— Unverified Attention Beam: An Image Captioning Approach Nov 3, 2020 Decoder Image Captioning
— Unverified Meta-Learning for Natural Language Understanding under Continual Learning Framework Nov 3, 2020 Continual Learning Meta-Learning
Code Code Available Warped Language Models for Noise Robust Language Understanding Nov 3, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation Nov 1, 2020 Natural Language Understanding XLM-R
— Unverified PALM: Pre-training an Autoencoding\&Autoregressive Language Model for Context-conditioned Generation Nov 1, 2020 Abstractive Text Summarization Conversational Response Generation
— Unverified 