Curriculum Learning for Natural Language Understanding Jul 1, 2020 Natural Language Understanding
— Unverified Climbing towards NLU: On Meaning, Form, and Understanding in the Age of Data Jul 1, 2020 Form Natural Language Understanding
— Unverified Recursive Template-based Frame Generation for Task Oriented Dialog Jul 1, 2020 Decoder Natural Language Understanding
— Unverified Intermediate-Task Transfer Learning with Pretrained Language Models: When and Why Does It Work? Jul 1, 2020 coreference-resolution Coreference Resolution
— Unverified Hypernymy Detection for Low-Resource Languages via Meta Learning Jul 1, 2020 Lexical Entailment Meta-Learning
— Unverified tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection Jul 1, 2020 Natural Language Understanding Semantic Similarity
Code Code Available Conscious Intelligence Requires Lifelong Autonomous Programming For General Purposes Jun 30, 2020 Natural Language Understanding
— Unverified Rethinking Positional Encoding in Language Pre-training Jun 28, 2020 Natural Language Understanding Sentence
Code Code Available ProVe -- Self-supervised pipeline for automated product replacement and cold-starting based on neural language models Jun 26, 2020 Demand Forecasting Natural Language Understanding
Code Code Available Neural Machine Translation For Paraphrase Generation Jun 25, 2020 Decoder Machine Translation
— Unverified Accelerated Large Batch Optimization of BERT Pretraining in 54 minutes Jun 24, 2020 Natural Language Understanding
Code Code Available MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients Jun 21, 2020 Image Classification Machine Translation
Code Code Available Memory Transformer Jun 20, 2020 Language Modeling Language Modelling
Code Code Available Chatbot: A Conversational Agent employed with Named Entity Recognition Model using Artificial Neural Network Jun 19, 2020 Chatbot Information Retrieval
— Unverified Multi-branch Attentive Transformer Jun 18, 2020 Code Generation Machine Translation
Code Code Available EPIE Dataset: A Corpus For Possible Idiomatic Expressions Jun 16, 2020 Machine Translation Natural Language Understanding
Code Code Available A Generative Model for Joint Natural Language Understanding and Generation Jun 12, 2020 Natural Language Understanding Task-Oriented Dialogue Systems
Code Code Available Consolidating Commonsense Knowledge Jun 10, 2020 Common Sense Reasoning Knowledge Graphs
— Unverified MC-BERT: Efficient Language Pre-Training via a Meta Controller Jun 10, 2020 Binary Classification Cloze Test
Code Code Available Data Augmentation for Training Dialog Models Robust to Speech Recognition Errors Jun 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified EPIC30M: An Epidemics Corpus Of Over 30 Million Relevant Tweets Jun 9, 2020 Natural Language Understanding
Code Code Available Semantic Loss Application to Entity Relation Recognition Jun 7, 2020 Feature Engineering Natural Language Understanding
— Unverified DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Accelerating Natural Language Understanding in Task-Oriented Dialog Jun 5, 2020 Natural Language Understanding
Code Code Available Conversational Machine Comprehension: a Literature Review Jun 1, 2020 Machine Reading Comprehension Natural Language Understanding
— Unverified Noise Robust Named Entity Understanding for Voice Assistants May 29, 2020 domain classification Entity Linking
— Unverified Contextual Dialogue Act Classification for Open-Domain Conversational Agents May 28, 2020 Classification Dialogue Act Classification
Code Code Available User Intent Inference for Web Search and Conversational Agents May 28, 2020 General Classification intent-classification
— Unverified Syntactic Structure Distillation Pretraining For Bidirectional Encoders May 27, 2020 Knowledge Distillation Language Modeling
— Unverified Counterfactual Detection meets Transfer Learning May 27, 2020 Binary Classification counterfactual
Code Code Available History-Aware Question Answering in a Blocks World Dialogue System May 26, 2020 Natural Language Understanding Question Answering
— Unverified Refining Implicit Argument Annotation for UCCA May 26, 2020 Coreference Resolution Natural Language Understanding
— Unverified Automatic Discovery of Novel Intents & Domains from Text Utterances May 22, 2020 General Classification Natural Language Understanding
— Unverified A Complex KBQA System using Multiple Reasoning Paths May 22, 2020 Natural Language Understanding Question Answering
— Unverified (Re)construing Meaning in NLP May 18, 2020 Natural Language Understanding Survey
— Unverified CS-NLP team at SemEval-2020 Task 4: Evaluation of State-of-the-art NLP Deep Learning Architectures on Commonsense Reasoning Task May 17, 2020 Multiple-choice Natural Language Inference
— Unverified CERT: Contrastive Self-supervised Learning for Language Understanding May 16, 2020 Natural Language Understanding Self-Supervised Learning
Code Code Available Language Conditioned Imitation Learning over Unstructured Data May 15, 2020 continuous-control Continuous Control
— Unverified VirAAL: Virtual Adversarial Active Learning For NLU May 14, 2020 Active Learning Data Augmentation
Code Code Available A Survey on Temporal Reasoning for Temporal Information Extraction from Text (Extended Abstract) May 13, 2020 Natural Language Understanding Temporal Information Extraction
— Unverified The Unstoppable Rise of Computational Linguistics in Deep Learning May 13, 2020 Deep Learning Natural Language Understanding
— Unverified State of the Art Models for Fake News Detection Tasks May 11, 2020 Articles Fake News Detection
Code Code Available A Dataset for Statutory Reasoning in Tax Law Entailment and Question Answering May 11, 2020 Natural Language Understanding Question Answering
Code Code Available Probing Linguistic Systematicity May 8, 2020 Natural Language Inference Natural Language Understanding
Code Code Available GOBO: Quantizing Attention-Based NLP Models for Low Latency and Energy Efficient Inference May 8, 2020 Natural Language Understanding Quantization
— Unverified A Top-Down Neural Architecture towards Text-Level Parsing of Discourse Rhetorical Structure May 6, 2020 Decoder Discourse Parsing
Code Code Available Potential, Challenges and Future Directions for Deep Learning in Prognostics and Health Management Applications May 5, 2020 Deep Learning Management
— Unverified Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions May 4, 2020 Contrastive Learning Multi-Task Learning
Code Code Available How Can We Accelerate Progress Towards Human-like Linguistic Generalization? May 3, 2020 Natural Language Understanding Transfer Learning
— Unverified IsoBN: Fine-Tuning BERT with Isotropic Batch Normalization May 2, 2020 Natural Language Understanding Representation Learning
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