Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data Nov 1, 2019 Machine Translation Natural Language Understanding
— Unverified Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding Nov 1, 2019 Natural Language Understanding RTE
— Unverified When Choosing Plausible Alternatives, Clever Hans can be Clever Nov 1, 2019 Natural Language Understanding
— Unverified Comprehensive Multi-Dataset Evaluation of Reading Comprehension Nov 1, 2019 Entity Typing Natural Language Understanding
— Unverified Graph Enhanced Cross-Domain Text-to-SQL Generation Nov 1, 2019 Natural Language Understanding Semantic Parsing
— Unverified Commonsense inference in human-robot communication Nov 1, 2019 Natural Language Understanding
— Unverified Crowd-sourcing annotation of complex NLU tasks: A case study of argumentative content annotation Nov 1, 2019 Natural Language Understanding Reading Comprehension
— Unverified Graph-Based Semi-Supervised Learning for Natural Language Understanding Nov 1, 2019 Natural Language Understanding
— Unverified Unsupervised Neologism Normalization Using Embedding Space Mapping Nov 1, 2019 Natural Language Understanding Text Normalization
— Unverified Modeling Feature Representations for Affective Speech using Generative Adversarial Networks Oct 31, 2019 Cross-corpus Emotion Recognition
— Unverified Cascaded LSTMs based Deep Reinforcement Learning for Goal-driven Dialogue Oct 31, 2019 Deep Reinforcement Learning Dialogue Management
Code Code Available Adversarial NLI: A New Benchmark for Natural Language Understanding Oct 31, 2019 Natural Language Understanding
Code Code Available GF + MMT = GLF -- From Language to Semantics through LF Oct 24, 2019 Natural Language Understanding
— Unverified RNN based Incremental Online Spoken Language Understanding Oct 23, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Using Speech Synthesis to Train End-to-End Spoken Language Understanding Models Oct 21, 2019 Data Augmentation Natural Language Understanding
Code Code Available A Neural Entity Coreference Resolution Review Oct 21, 2019 coreference-resolution Coreference Resolution
— Unverified Efficient Semi-Supervised Learning for Natural Language Understanding by Optimizing Diversity Oct 9, 2019 Diversity Natural Language Understanding
— Unverified On the Limits of Learning to Actively Learn Semantic Representations Oct 5, 2019 Learning Semantic Representations Natural Language Understanding
— Unverified Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU Oct 2, 2019 Natural Language Understanding Sentence
Code Code Available Linking artificial and human neural representations of language Oct 2, 2019 Brain Decoding Natural Language Understanding
Code Code Available Incremental processing of noisy user utterances in the spoken language understanding task Sep 30, 2019 Natural Language Understanding Spoken Language Understanding
— Unverified Semi-Supervised Neural Text Generation by Joint Learning of Natural Language Generation and Natural Language Understanding Models Sep 29, 2019 Natural Language Understanding Text Generation
— Unverified Language-Agnostic Syllabification with Neural Sequence Labeling Sep 29, 2019 Chunking named-entity-recognition
Code Code Available Reweighted Proximal Pruning for Large-Scale Language Representation Sep 27, 2019 Natural Language Understanding Transfer Learning
— Unverified Pre-trained Contextual Embedding of Source Code Sep 25, 2019 Natural Language Understanding
— Unverified FreeLB: Enhanced Adversarial Training for Natural Language Understanding Sep 25, 2019 ARC Natural Language Understanding
Code Code Available Do Massively Pretrained Language Models Make Better Storytellers? Sep 24, 2019 Natural Language Understanding Story Generation
Code Code Available TinyBERT: Distilling BERT for Natural Language Understanding Sep 23, 2019 Knowledge Distillation Language Modelling
Code Code Available Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Sep 20, 2019 Few-Shot Learning Logical Reasoning
— Unverified Summary Level Training of Sentence Rewriting for Abstractive Summarization Sep 19, 2019 Abstractive Text Summarization Extractive Text Summarization
— Unverified CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots Sep 18, 2019 Dialogue Management intent-classification
— Unverified Grounding learning of modifier dynamics: An application to color naming Sep 17, 2019 Additive models Natural Language Understanding
Code Code Available Ludwig: a type-based declarative deep learning toolbox Sep 17, 2019 Decoder Deep Learning
Code Code Available End-to-End Bias Mitigation by Modelling Biases in Corpora Sep 13, 2019 Fact Verification Natural Language Inference
Code Code Available MOSS: End-to-End Dialog System Framework with Modular Supervision Sep 12, 2019 Decoder dialog state tracking
Code Code Available Out-of-domain Detection for Natural Language Understanding in Dialog Systems Sep 9, 2019 Generative Adversarial Network Natural Language Understanding
Code Code Available Symmetric Regularization based BERT for Pair-wise Semantic Reasoning Sep 8, 2019 Machine Reading Comprehension Natural Language Inference
Code Code Available Effective Use of Transformer Networks for Entity Tracking Sep 5, 2019 Natural Language Understanding
Code Code Available TabFact: A Large-scale Dataset for Table-based Fact Verification Sep 5, 2019 16k Fact Checking
Code Code Available Semantics-aware BERT for Language Understanding Sep 5, 2019 Language Modeling Language Modelling
Code Code Available Transfer Fine-Tuning: A BERT Case Study Sep 3, 2019 Natural Language Understanding Paraphrase Identification
Code Code Available Enhancing Natural Language Understanding through Cross-Modal Interaction: Meaning Recovery from Acoustically Noisy Speech Sep 1, 2019 Natural Language Understanding Sentence
— Unverified Exploiting Open IE for Deriving Multiple Premises Entailment Corpus Sep 1, 2019 Natural Language Inference Natural Language Understanding
— Unverified Multi-Task Learning of System Dialogue Act Selection for Supervised Pretraining of Goal-Oriented Dialogue Policies Sep 1, 2019 Multi-Task Learning Natural Language Understanding
— Unverified An Improved Neural Baseline for Temporal Relation Extraction Sep 1, 2019 Common Sense Reasoning Natural Language Understanding
— Unverified What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues Sep 1, 2019 coreference-resolution Coreference Resolution
Code Code Available A Dataset of General-Purpose Rebuttal Sep 1, 2019 Natural Language Understanding Response Generation
— Unverified NEZHA: Neural Contextualized Representation for Chinese Language Understanding Aug 31, 2019 named-entity-recognition Named Entity Recognition
Code Code Available Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks Aug 27, 2019 Language Modeling Language Modelling
— Unverified Ensemble approach for natural language question answering problem Aug 26, 2019 Natural Language Understanding Question Answering
— Unverified 