Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Dec 7, 2020 Cross-Lingual Transfer 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 LangResearchLab_NC at FinCausal 2020, Task 1: A Knowledge Induced Neural Net for Causality Detection 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 Neighbor Contextual Information Learners for Joint Intent and Slot Prediction Dec 1, 2020 Natural Language Understanding
— Unverified Semantic Slot Prediction on low corpus data using finite user defined list Dec 1, 2020 Decoder Natural Language Understanding
— Unverified Unified Multi Intent Order and Slot Prediction using Selective Learning Propagation Dec 1, 2020 Intent Detection Natural Language Understanding
— Unverified Distill and Replay for Continual Language Learning Dec 1, 2020 Language Modelling Natural Language Understanding
— Unverified Semantic Diversity for Natural Language Understanding Evaluation in Dialog Systems Dec 1, 2020 Clustering Diversity
— 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 Designing Templates for Eliciting Commonsense Knowledge from Pretrained Sequence-to-Sequence Models Dec 1, 2020 Multiple-choice Natural Language Understanding
— Unverified A Straightforward Approach to Narratologically Grounded Character Identification Dec 1, 2020 Natural Language Understanding
— 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 A Multitask Active Learning Framework for Natural Language Understanding Dec 1, 2020 Active Learning Natural Language Understanding
— Unverified Intra-Correlation Encoding for Chinese Sentence Intention Matching Dec 1, 2020 Natural Language Understanding Sentence
Code Code Available Identifying Motion Entities in Natural Language and A Case Study for Named Entity Recognition Dec 1, 2020 named-entity-recognition Named Entity Recognition
— Unverified Incorporating Syntax and Frame Semantics in Neural Network for Machine Reading Comprehension Dec 1, 2020 Machine Reading Comprehension Natural Language Understanding
— Unverified Schema Aware Semantic Reasoning for Interpreting Natural Language Queries in Enterprise Settings Dec 1, 2020 Natural Language Queries 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 Document-Level Neural Machine Translation Using BERT as Context Encoder Dec 1, 2020 Decoder Document Level Machine Translation
— 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 KDE SenseForce at SemEval-2020 Task 4: Exploiting BERT for Commonsense Validation and Explanation Dec 1, 2020 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 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 CLIMATE-FEVER: A Dataset for Verification of Real-World Climate Claims Dec 1, 2020 Misinformation Natural Language Understanding
— Unverified Extreme Model Compression for On-device Natural Language Understanding Nov 30, 2020 Model Compression Natural Language Understanding
— Unverified Braid: Weaving Symbolic and Neural Knowledge into Coherent Logical Explanations Nov 26, 2020 Cloze Test Natural Language Understanding
Code Code Available AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises Nov 26, 2020 Keyphrase Extraction Natural Language Understanding
— Unverified GLGE: A New General Language Generation Evaluation Benchmark Nov 24, 2020 Natural Language Understanding Text Generation
Code Code Available Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Nov 19, 2020 Extractive Summarization Natural Language Understanding
Code Code Available A Sequence-to-Sequence Approach to Dialogue State Tracking Nov 18, 2020 Classification Decoder
Code Code Available 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 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 Low-Resource Adaptation of Neural NLP Models Nov 9, 2020 Natural Language Understanding Transfer Learning
— 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 Supervised Contrastive Learning for Pre-trained Language Model Fine-tuning Nov 3, 2020 Contrastive Learning Data Augmentation
Code Code Available 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 Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics Nov 2, 2020 Natural Language Understanding Sentence
Code Code Available Adapting Pretrained Transformer to Lattices for Spoken Language Understanding Nov 2, 2020 Natural Language Understanding speech-recognition
Code Code Available Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Nov 1, 2020 Graph Clustering graph construction
— Unverified Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner’s Perspective Nov 1, 2020 Natural Language Understanding Question Answering
— Unverified 