Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Jun 2, 2019 Common Sense Reasoning Language Modeling
Code Code Available Paraphrase Generation for Semi-Supervised Learning in NLU Jun 1, 2019 Natural Language Understanding Paraphrase Generation
— Unverified From Virtual to Real: A Framework for Verbal Interaction with Robots Jun 1, 2019 Natural Language Understanding Object Recognition
— Unverified Deep Natural Language Understanding of News Text Jun 1, 2019 Natural Language Understanding
— Unverified Are the Tools up to the Task? an Evaluation of Commercial Dialog Tools in Developing Conversational Enterprise-grade Dialog Systems Jun 1, 2019 Natural Language Understanding Text Generation
— Unverified Neural Text Normalization with Subword Units Jun 1, 2019 Machine Translation Natural Language Understanding
— Unverified Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims Jun 1, 2019 8k Fact Checking
Code Code Available SkillBot: Towards Automatic Skill Development via User Demonstration Jun 1, 2019 Natural Language Understanding
— Unverified Efficient Adaptation of Pretrained Transformers for Abstractive Summarization Jun 1, 2019 Abstractive Text Summarization Natural Language Understanding
Code Code Available Attention Is (not) All You Need for Commonsense Reasoning May 31, 2019 All Coreference Resolution
Code Code Available A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models May 29, 2019 Machine Translation Natural Language Inference
Code Code Available Pretraining for Conditional Generation with Pseudo Self Attention May 21, 2019 Conditional Text Generation Natural Language Understanding
— Unverified Dual Supervised Learning for Natural Language Understanding and Generation May 15, 2019 Natural Language Understanding Text Generation
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Unified Language Model Pre-training for Natural Language Understanding and Generation May 8, 2019 Abstractive Text Summarization Document Summarization
Code Code Available Continuous Learning for Large-scale Personalized Domain Classification May 2, 2019 Classification Continual Learning
— Unverified Attentive Task-Agnostic Meta-Learning for Few-Shot Text Classification May 1, 2019 Classification Few-Shot Text Classification
— Unverified Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference Apr 27, 2019 Language Modeling Language Modelling
Code Code Available Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding Apr 20, 2019 Ensemble Learning Knowledge Distillation
— Unverified Challenges and Prospects in Vision and Language Research Apr 19, 2019 Natural Language Understanding
— Unverified Unsupervised Deep Structured Semantic Models for Commonsense Reasoning Apr 3, 2019 Common Sense Reasoning Coreference Resolution
— Unverified Making Neural Machine Reading Comprehension Faster Mar 29, 2019 Knowledge Distillation Machine Reading Comprehension
— Unverified Question Embeddings Based on Shannon Entropy: Solving intent classification task in goal-oriented dialogue system Mar 25, 2019 General Classification intent-classification
Code Code Available Learning To Avoid Negative Transfer in Few Shot Transfer Learning Mar 24, 2019 Few-Shot Learning Natural Language Inference
— Unverified Inferring Compact Representations for Efficient Natural Language Understanding of Robot Instructions Mar 21, 2019 Natural Language Understanding
— Unverified Benchmarking Natural Language Understanding Services for building Conversational Agents Mar 13, 2019 Benchmarking General Classification
Code Code Available Complement Objective Training Mar 4, 2019 Natural Language Understanding
Code Code Available Improving Grounded Natural Language Understanding through Human-Robot Dialog Mar 1, 2019 Natural Language Understanding
Code Code Available BERT for Joint Intent Classification and Slot Filling Feb 28, 2019 General Classification intent-classification
Code Code Available BERT and PALs: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning Feb 7, 2019 Multi-Task Learning Natural Language Inference
Code Code Available Learning and Evaluating General Linguistic Intelligence Jan 31, 2019 Natural Language Understanding Question Answering
— Unverified Multi-Task Deep Neural Networks for Natural Language Understanding Jan 31, 2019 Domain Adaptation Language Modeling
Code Code Available End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis Jan 30, 2019 Decision Making Dialogue Management
Code Code Available Enhancing Semantic Word Representations by Embedding Deeper Word Relationships Jan 22, 2019 Natural Language Understanding
— Unverified Cross-lingual Language Model Pretraining Jan 22, 2019 Language Modeling Language Modelling
Code Code Available EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference Jan 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available A Comprehensive Survey on Graph Neural Networks Jan 3, 2019 BIG-bench Machine Learning image-classification
Code Code Available Can You Tell Me How to Get Past Sesame Street? Sentence-Level Pretraining Beyond Language Modeling Dec 28, 2018 Language Modeling Language Modelling
— Unverified Advancing the State of the Art in Open Domain Dialog Systems through the Alexa Prize Dec 27, 2018 Knowledge Graphs Management
— Unverified Joint Slot Filling and Intent Detection via Capsule Neural Networks Dec 22, 2018 Intent Detection Natural Language Understanding
Code Code Available A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Dec 20, 2018 Meta Reinforcement Learning Natural Language Understanding
— Unverified Supervised Domain Enablement Attention for Personalized Domain Classification Dec 18, 2018 Classification domain classification
— Unverified A Review of Meta-Reinforcement Learning for Deep Neural Networks Architecture Search Dec 17, 2018 General Classification Meta Reinforcement Learning
— Unverified Multi-task learning to improve natural language understanding Dec 17, 2018 Decoder Multi-Task Learning
— Unverified Find a Reasonable Ending for Stories: Does Logic Relation Help the Story Cloze Test? Dec 13, 2018 Cloze Test Natural Language Inference
— Unverified Hyperbolic Deep Learning for Chinese Natural Language Understanding Dec 11, 2018 Chinese Word Segmentation Deep Learning
— Unverified Exploring the importance of context and embeddings in neural NER models for task-oriented dialogue systems Dec 6, 2018 named-entity-recognition Named Entity Recognition
— Unverified Pathology Extraction from Chest X-Ray Radiology Reports: A Performance Study Dec 6, 2018 named-entity-recognition Named Entity Recognition
— Unverified Natural language understanding for task oriented dialog in the biomedical domain in a low resources context Nov 23, 2018 Data Augmentation General Classification
— Unverified Semi-supervised Ensemble Learning with Weak Supervision for Biomedical Relationship Extraction Nov 17, 2018 Drug Discovery Ensemble Learning
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