Hybrid MemNet for Extractive Summarization Dec 25, 2019 Document Summarization Extractive Summarization
— Unverified Learning and Evaluating Contextual Embedding of Source Code Dec 21, 2019 Contextual Embedding for Source Code Exception type
Code Code Available WaLDORf: Wasteless Language-model Distillation On Reading-comprehension Dec 13, 2019 Language Modeling Language Modelling
— Unverified EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators Dec 2, 2019 Dialogue Act Classification Emotional Dialogue Acts
Code Code Available Argument Mining: A Survey Dec 1, 2019 Argument Mining Natural Language Understanding
— Unverified Semi-supervised Visual Feature Integration for Pre-trained Language Models Dec 1, 2019 Natural Language Inference Natural Language Understanding
— Unverified Designing the Next Generation of Intelligent Personal Robotic Assistants for the Physically Impaired Nov 28, 2019 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Cost-Based Goal Recognition Meets Deep Learning Nov 22, 2019 Deep Learning Intent Detection
— Unverified Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Nov 21, 2019 Dialogue State Tracking Intent Detection
Code Code Available Learning to Control Latent Representations for Few-Shot Learning of Named Entities Nov 19, 2019 Few-Shot Learning Management
— Unverified Bootstrapping NLU Models with Multi-task Learning Nov 15, 2019 General Classification Multi-Task Learning
— Unverified Sparse associative memory based on contextual code learning for disambiguating word senses Nov 14, 2019 Language Modeling Language Modelling
— Unverified Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text Nov 13, 2019 Natural Language Understanding
— Unverified Unsupervised Pre-training for Natural Language Generation: A Literature Review Nov 13, 2019 Natural Language Understanding Text Generation
— Unverified The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design Nov 13, 2019 BIG-bench Machine Learning Natural Language Understanding
— Unverified Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Nov 11, 2019 Intent Detection Natural Language Understanding
— Unverified Neural Architecture Search for Natural Language Understanding Nov 11, 2019 Avg Language Modeling
— Unverified Syntax-Infused Transformer and BERT models for Machine Translation and Natural Language Understanding Nov 10, 2019 Machine Translation Natural Language Understanding
— Unverified Increasing Robustness to Spurious Correlations using Forgettable Examples Nov 10, 2019 Natural Language Inference Natural Language Understanding
— Unverified INSET: Sentence Infilling with INter-SEntential Transformer Nov 10, 2019 Natural Language Understanding Sentence
Code Code Available How Decoding Strategies Affect the Verifiability of Generated Text Nov 9, 2019 Language Modelling Natural Language Understanding
Code Code Available A Spoken Dialogue System for Spatial Question Answering in a Physical Blocks World Nov 6, 2019 Natural Language Understanding Question Answering
— Unverified Deepening Hidden Representations from Pre-trained Language Models Nov 5, 2019 Natural Language Understanding
— Unverified VASTA: A Vision and Language-assisted Smartphone Task Automation System Nov 4, 2019 Clustering Natural Language Understanding
— Unverified Comprehensive Multi-Dataset Evaluation of Reading Comprehension Nov 1, 2019 Entity Typing 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 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 