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 Commonsense inference in human-robot communication Nov 1, 2019 Natural Language Understanding
— Unverified Graph Enhanced Cross-Domain Text-to-SQL Generation Nov 1, 2019 Natural Language Understanding Semantic Parsing
— Unverified Fully Unsupervised Crosslingual Semantic Textual Similarity Metric Based on BERT for Identifying Parallel Data Nov 1, 2019 Machine Translation Natural Language Understanding
— Unverified Entity resolution for noisy ASR transcripts Nov 1, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Unsupervised Neologism Normalization Using Embedding Space Mapping Nov 1, 2019 Natural Language Understanding Text Normalization
— Unverified When Choosing Plausible Alternatives, Clever Hans can be Clever Nov 1, 2019 Natural Language Understanding
— Unverified Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding Nov 1, 2019 Natural Language Understanding RTE
— Unverified Adversarial NLI: A New Benchmark for Natural Language Understanding Oct 31, 2019 Natural Language Understanding
Code Code Available 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 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 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 Do Massively Pretrained Language Models Make Better Storytellers? Sep 24, 2019 Natural Language Understanding Story Generation
Code Code Available 