Bridging the Gap between Spatial and Spectral Domains: A Survey on Graph Neural Networks Feb 27, 2020 Deep Learning image-classification
— Unverified Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension Feb 26, 2020 Machine Reading Comprehension Multiple-choice
— Unverified A Toolkit for Generating Code Knowledge Graphs Feb 21, 2020 Code Search Image Classification
Code Code Available The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding Feb 19, 2020 Knowledge Distillation Multi-Task Learning
— Unverified Incorporating BERT into Neural Machine Translation Feb 17, 2020 Decoder Machine Translation
Code Code Available Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks Feb 14, 2020 Natural Language Inference Natural Language Understanding
— Unverified Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models Feb 12, 2020 Natural Language Understanding Response Generation
— Unverified Fine-Tuning BERT for Schema-Guided Zero-Shot Dialogue State Tracking Feb 1, 2020 Dialogue State Tracking Natural Language Understanding
— Unverified Detecting Emotion Primitives from Speech and their use in discerning Categorical Emotions Jan 31, 2020 Natural Language Understanding speech-recognition
— Unverified Dual Convolutional LSTM Network for Referring Image Segmentation Jan 30, 2020 Decoder Image Segmentation
— Unverified On the Importance of Word Order Information in Cross-lingual Sequence Labeling Jan 30, 2020 named-entity-recognition Named Entity Recognition
— Unverified Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings Jan 25, 2020 General Classification Knowledge Distillation
— Unverified PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination Jan 24, 2020 General Classification Natural Language Understanding
Code Code Available Graph Constrained Reinforcement Learning for Natural Language Action Spaces Jan 23, 2020 Action Generation 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 Improving Spoken Language Understanding By Exploiting ASR N-best Hypotheses Jan 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses Jan 11, 2020 Natural Language Understanding
Code Code Available The Effect of Data Ordering in Image Classification Jan 8, 2020 Classification General Classification
— Unverified Pseudo-Masked Language Models for Unified Language Model Pre-Training Jan 1, 2020 Decoder Language Modeling
— Unverified Stacked DeBERT: All Attention in Incomplete Data for Text Classification Jan 1, 2020 All Chatbot
Code Code Available ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension Dec 29, 2019 Entity Typing Machine Reading Comprehension
— Unverified Hybrid MemNet for Extractive Summarization Dec 25, 2019 Document Summarization Extractive Summarization
— Unverified Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization Dec 25, 2019 Diversity Extractive Summarization
— Unverified Learning and Evaluating Contextual Embedding of Source Code Dec 21, 2019 Contextual Embedding for Source Code Exception type
Code Code Available WaLDORf: Wasteless Language-model Distillation On Reading-comprehension Dec 13, 2019 Language Modeling Language Modelling
— Unverified EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators Dec 2, 2019 Dialogue Act Classification Emotional Dialogue Acts
Code Code Available Argument Mining: A Survey Dec 1, 2019 Argument Mining Natural Language Understanding
— Unverified Semi-supervised Visual Feature Integration for Pre-trained Language Models Dec 1, 2019 Natural Language Inference Natural Language Understanding
— Unverified Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired Nov 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified PIQA: Reasoning about Physical Commonsense in Natural Language Nov 26, 2019 Articles Common Sense Reasoning
Code Code Available Cost-Based Goal Recognition Meets Deep Learning Nov 22, 2019 Deep Learning Intent Detection
— Unverified Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Nov 21, 2019 Dialogue State Tracking Intent Detection
Code Code Available Learning to Control Latent Representations for Few-Shot Learning of Named Entities Nov 19, 2019 Few-Shot Learning Management
— Unverified An Annotated Corpus of Reference Resolution for Interpreting Common Grounding Nov 18, 2019 Coreference Resolution Goal-Oriented Dialog
Code Code Available Bootstrapping NLU Models with Multi-task Learning Nov 15, 2019 General Classification Multi-Task Learning
— Unverified Sparse associative memory based on contextual code learning for disambiguating word senses Nov 14, 2019 Language Modeling Language Modelling
— Unverified Unsupervised Pre-training for Natural Language Generation: A Literature Review Nov 13, 2019 Natural Language Understanding Text Generation
— Unverified Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text Nov 13, 2019 Natural Language Understanding
— Unverified The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design Nov 13, 2019 BIG-bench Machine Learning Natural Language Understanding
— Unverified Neural Architecture Search for Natural Language Understanding Nov 11, 2019 Avg Language Modeling
— Unverified Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Nov 11, 2019 Intent Detection Natural Language Understanding
— Unverified Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding Nov 10, 2019 Machine Translation Natural Language Understanding
— Unverified Increasing Robustness to Spurious Correlations using Forgettable Examples Nov 10, 2019 Natural Language Inference Natural Language Understanding
— Unverified INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization Nov 8, 2019 Linguistic Acceptability Natural Language Inference
Code Code Available A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks World Nov 6, 2019 Natural Language Understanding Question Answering
— Unverified Deepening Hidden Representations from Pre-trained Language Models Nov 5, 2019 Natural Language Understanding
— Unverified VASTA: A Vision and Language-assisted Smartphone Task Automation System Nov 4, 2019 Clustering Natural Language Understanding
— Unverified Entity resolution for noisy ASR transcripts Nov 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 