An adaptable task-oriented dialog system for stand-alone embedded devices Jul 1, 2019 Dialogue Management Management
— Unverified Natural Language Understanding with the Quora Question Pairs Dataset Jul 1, 2019 BIG-bench Machine Learning Natural Language Understanding
— Unverified A Surprisingly Robust Trick for the Winograd Schema Challenge Jul 1, 2019 Language Modeling Language Modelling
— Unverified Predicting Humorousness and Metaphor Novelty with Gaussian Process Preference Learning Jul 1, 2019 Natural Language Understanding Word Embeddings
Code Code Available A Retrospective Recount of Computer Architecture Research with a Data-Driven Study of Over Four Decades of ISCA Publications Jun 22, 2019 document understanding Natural Language Understanding
— Unverified One-vs-All Models for Asynchronous Training: An Empirical Analysis Jun 20, 2019 All General Classification
— Unverified A Structured Learning Approach to Temporal Relation Extraction Jun 12, 2019 Natural Language Understanding Relation
— Unverified Joint Reasoning for Temporal and Causal Relations Jun 12, 2019 Natural Language Understanding
— Unverified CogCompTime: A Tool for Understanding Time in Natural Language Text Jun 12, 2019 Natural Language Understanding
— Unverified Federated Learning for Emoji Prediction in a Mobile Keyboard Jun 11, 2019 Diversity Federated Learning
— Unverified PerspectroScope: A Window to the World of Diverse Perspectives Jun 11, 2019 Natural Language Inference Natural Language Understanding
Code Code Available DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain Jun 11, 2019 Multi-Task Learning Natural Language Understanding
— Unverified A Survey of Reinforcement Learning Informed by Natural Language Jun 10, 2019 Decision Making Instruction Following
— Unverified Gendered Pronoun Resolution using BERT and an extractive question answering formulation Jun 9, 2019 coreference-resolution Coreference Resolution
Code Code Available Seeing Things from a Different Angle: Discovering Diverse Perspectives about Claims Jun 8, 2019 8k Fact Checking
Code Code Available Cross-Lingual Training for Automatic Question Generation Jun 6, 2019 Natural Language Understanding Question Answering
Code Code Available Learning to Rank for Plausible Plausibility Jun 5, 2019 Learning-To-Rank Natural Language Understanding
— Unverified Resolving Gendered Ambiguous Pronouns with BERT Jun 3, 2019 coreference-resolution Coreference Resolution
Code Code Available Deep Natural Language Understanding of News Text Jun 1, 2019 Natural Language Understanding
— Unverified Neural Text Normalization with Subword Units Jun 1, 2019 Machine Translation Natural Language Understanding
— Unverified From Virtual to Real: A Framework for Verbal Interaction with Robots Jun 1, 2019 Natural Language Understanding Object Recognition
— 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 Paraphrase Generation for Semi-Supervised Learning in NLU Jun 1, 2019 Natural Language Understanding Paraphrase Generation
— 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 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 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 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 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 Cross-lingual Language Model Pretraining Jan 22, 2019 Language Modeling Language Modelling
Code Code Available Enhancing Semantic Word Representations by Embedding Deeper Word Relationships Jan 22, 2019 Natural Language Understanding
— Unverified EQUATE: A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference Jan 11, 2019 Natural Language Inference Natural Language Understanding
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 