The Unstoppable Rise of Computational Linguistics in Deep Learning May 13, 2020 Deep Learning Natural Language Understanding
— Unverified GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference May 8, 2020 Natural Language Understanding Quantization
— Unverified Probing Linguistic Systematicity May 8, 2020 Natural Language Inference Natural Language Understanding
Code Code Available Potential, Challenges and Future Directions for Deep Learning in Prognostics and Health Management Applications May 5, 2020 Deep Learning Management
— Unverified How Can We Accelerate Progress Towards Human-like Linguistic Generalization? May 3, 2020 Natural Language Understanding Transfer Learning
— Unverified SAPPHIRE: Simple Aligner for Phrasal Paraphrase with Hierarchical Representation May 1, 2020 Natural Language Inference Natural Language Understanding
— Unverified Language (Re)modelling: Towards Embodied Language Understanding May 1, 2020 Natural Language Understanding Position
— Unverified Handling Noun-Noun Coreference in Tamil May 1, 2020 Natural Language Understanding
— Unverified Is Language Modeling Enough? Evaluating Effective Embedding Combinations May 1, 2020 Entity Disambiguation General Classification
— Unverified Mandarinograd: A Chinese Collection of Winograd Schemas May 1, 2020 Common Sense Reasoning Natural Language Inference
— Unverified Inference Annotation of a Chinese Corpus for Opinion Mining May 1, 2020 Classification General Classification
— Unverified Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? May 1, 2020 coreference-resolution Coreference Resolution
— Unverified Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Dialogue-AMR: Abstract Meaning Representation for Dialogue May 1, 2020 Abstract Meaning Representation Natural Language Understanding
— Unverified RikiNet: Reading Wikipedia Pages for Natural Question Answering Apr 30, 2020 Natural Language Understanding Natural Questions
— Unverified Learning to Rank Intents in Voice Assistants Apr 30, 2020 Denoising Learning-To-Rank
— Unverified Hierarchical Encoders for Modeling and Interpreting Screenplays Apr 30, 2020 Descriptive Natural Language Understanding
— Unverified Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Apr 30, 2020 Intent Detection Natural Language Understanding
— Unverified FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults Apr 29, 2020 Chatbot Natural Language Understanding
— Unverified Semantics-Aware Inferential Network for Natural Language Understanding Apr 28, 2020 Machine Reading Comprehension Natural Language Inference
— Unverified Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Apr 26, 2020 Clustering Form
Code Code Available Data Annealing for Informal Language Understanding Tasks Apr 24, 2020 Natural Language Understanding Transfer Learning
— Unverified A Review of Winograd Schema Challenge Datasets and Approaches Apr 23, 2020 Natural Language Understanding
— Unverified Adversarial Training for Large Neural Language Models Apr 20, 2020 Natural Language Inference Natural Language Understanding
— Unverified Show Us the Way: Learning to Manage Dialog from Demonstrations Apr 17, 2020 dialog state tracking Management
— Unverified Identifying Distributional Perspective Differences from Colingual Groups Apr 10, 2020 Natural Language Understanding
Code Code Available LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression Apr 8, 2020 Blocking Knowledge Distillation
— Unverified CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection Apr 4, 2020 Conditional Text Generation Intent Detection
— Unverified Benchmarking Machine Reading Comprehension: A Psychological Perspective Apr 4, 2020 Benchmarking Machine Reading Comprehension
— Unverified Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Mar 22, 2020 Domain Adaptation Natural Language Understanding
— Unverified Temporal Embeddings and Transformer Models for Narrative Text Understanding Mar 19, 2020 Clustering De-aliasing
— Unverified Ecological Semantics: Programming Environments for Situated Language Understanding Mar 10, 2020 Common Sense Reasoning Grounded language learning
— Unverified Convo: What does conversational programming need? An exploration of machine learning interface design Mar 3, 2020 BIG-bench Machine Learning Goal-Oriented Dialog
— Unverified 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 The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding Feb 19, 2020 Knowledge Distillation Multi-Task Learning
— Unverified 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 On the Importance of Word Order Information in Cross-lingual Sequence Labeling Jan 30, 2020 named-entity-recognition Named Entity Recognition
— Unverified Dual Convolutional LSTM Network for Referring Image Segmentation Jan 30, 2020 Decoder Image Segmentation
— Unverified Generation-Distillation for Efficient Natural Language Understanding in Low-Data Settings Jan 25, 2020 General Classification Knowledge Distillation
— Unverified User-in-the-loop Adaptive Intent Detection for Instructable Digital Assistant Jan 16, 2020 Intent Detection Natural Language Understanding
Code Code Available Exploring and Improving Robustness of Multi Task Deep Neural Networks via Domain Agnostic Defenses Jan 11, 2020 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 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 ORB: An Open Reading Benchmark for Comprehensive Evaluation of Machine Reading Comprehension Dec 29, 2019 Entity Typing Machine Reading Comprehension
— Unverified Unity in Diversity: Learning Distributed Heterogeneous Sentence Representation for Extractive Summarization Dec 25, 2019 Diversity Extractive Summarization
— Unverified 