ARBML: Democritizing Arabic Natural Language Processing Tools Nov 1, 2020 Natural Language Understanding
Code Code Available Detecting Entailment in Code-Mixed Hindi-English Conversations Nov 1, 2020 Data Augmentation Language Modeling
Code Code Available Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. Nov 1, 2020 Conversation Summarization Decision Making
— Unverified XGLUE: A New Benchmark Datasetfor Cross-lingual Pre-training, Understanding and Generation Nov 1, 2020 Natural Language Understanding XLM-R
— Unverified QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Nov 1, 2020 Natural Language Understanding Sentence
— Unverified Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification Nov 1, 2020 General Classification Inductive logic programming
— Unverified Multi-resolution Annotations for Emoji Prediction Nov 1, 2020 Multi-class Classification Natural Language Understanding
— Unverified PALM: Pre-training an Autoencoding\&Autoregressive Language Model for Context-conditioned Generation Nov 1, 2020 Abstractive Text Summarization Conversational Response Generation
— Unverified Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Nov 1, 2020 intent-classification Intent Classification
— Unverified RussianSuperGLUE: A Russian Language Understanding Evaluation Benchmark Oct 29, 2020 Common Sense Reasoning Diagnostic
Code Code Available Bayesian Methods for Semi-supervised Text Annotation Oct 28, 2020 Deep Learning Hate Speech Detection
— Unverified FastFormers: Highly Efficient Transformer Models for Natural Language Understanding Oct 26, 2020 CPU GPU
Code Code Available Pre-training Text-to-Text Transformers for Concept-centric Common Sense Oct 24, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available Hierarchical Transformer for Task Oriented Dialog Systems Oct 24, 2020 Natural Language Understanding Question Answering
Code Code Available Towards Interpretable Natural Language Understanding with Explanations as Latent Variables Oct 24, 2020 Explanation Generation Natural Language Understanding
Code Code Available New Approaches for Natural Language Understanding based on the Idea that Natural Language encodes both Information and its Processing Procedures Oct 24, 2020 Attribute Natural Language Understanding
— Unverified Rethinking embedding coupling in pre-trained language models Oct 24, 2020 Cross-Lingual Natural Language Inference Cross-Lingual NER
Code Code Available ERNIE-Gram: Pre-Training with Explicitly N-Gram Masked Language Modeling for Natural Language Understanding Oct 23, 2020 Language Modeling Language Modelling
Code Code Available A scalable framework for learning from implicit user feedback to improve natural language understanding in large-scale conversational AI systems Oct 23, 2020 Natural Language Understanding
— Unverified BARThez: a Skilled Pretrained French Sequence-to-Sequence Model Oct 23, 2020 FLUE Natural Language Understanding
Code Code Available Learning to Embed Categorical Features without Embedding Tables for Recommendation Oct 21, 2020 Collaborative Filtering Natural Language Understanding
— Unverified Optimal Subarchitecture Extraction For BERT Oct 20, 2020 CPU GPU
Code Code Available Ensemble Chinese End-to-End Spoken Language Understanding for Abnormal Event Detection from audio stream Oct 19, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Oct 19, 2020 Clustering Graph Clustering
— Unverified Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders Oct 19, 2020 Image Generation Motion Planning
Code Code Available RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling Oct 17, 2020 Dialogue State Tracking Intent Detection
Code Code Available CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding Oct 16, 2020 Data Augmentation Diversity
— Unverified Training Shallow Phrase Structure Parsers From Semantic Frames and Simple NLG Oct 15, 2020 Natural Language Understanding Text Generation
— Unverified Pretrained Language Models for Dialogue Generation with Multiple Input Sources Oct 15, 2020 Dialogue Generation Language Modeling
Code Code Available Improving Constituency Parsing with Span Attention Oct 15, 2020 Constituency Parsing Natural Language Understanding
Code Code Available Probing for Multilingual Numerical Understanding in Transformer-Based Language Models Oct 13, 2020 Natural Language Understanding
Code Code Available Incorporating BERT into Parallel Sequence Decoding with Adapters Oct 13, 2020 Machine Translation Natural Language Understanding
Code Code Available Multilingual Argument Mining: Datasets and Analysis Oct 13, 2020 Argument Mining Machine Translation
— Unverified CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations Oct 13, 2020 Natural Language Understanding Sentence
— Unverified Measuring and Reducing Gendered Correlations in Pre-trained Models Oct 12, 2020 Natural Language Understanding
— Unverified TextHide: Tackling Data Privacy in Language Understanding Tasks Oct 12, 2020 Federated Learning Natural Language Understanding
Code Code Available COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs Oct 12, 2020 Knowledge Graphs Natural Language Understanding
Code Code Available MultiWOZ 2.3: A multi-domain task-oriented dialogue dataset enhanced with annotation corrections and co-reference annotation Oct 12, 2020 Dialogue State Tracking Natural Language Understanding
Code Code Available Joint Semantic Analysis with Document-Level Cross-Task Coherence Rewards Oct 12, 2020 coreference-resolution Coreference Resolution
Code Code Available Counterfactually-Augmented SNLI Training Data Does Not Yield Better Generalization Than Unaugmented Data Oct 9, 2020 counterfactual Natural Language Inference
Code Code Available Pragmatically Informative Color Generation by Grounding Contextual Modifiers Oct 9, 2020 Natural Language Understanding
Code Code Available Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding Oct 8, 2020 Cross-Lingual Transfer Natural Language Understanding
— Unverified Dual Inference for Improving Language Understanding and Generation Oct 8, 2020 Natural Language Understanding Text Generation
Code Code Available BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Oct 6, 2020 Natural Language Understanding Question Answering
Code Code Available An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks Oct 6, 2020 Machine Translation Natural Language Understanding
Code Code Available QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Oct 6, 2020 Natural Language Understanding Sentence
Code Code Available Learning to Generalize for Sequential Decision Making Oct 5, 2020 Decision Making Imitation Learning
Code Code Available Self-training Improves Pre-training for Natural Language Understanding Oct 5, 2020 Data Augmentation Few-Shot Learning
Code Code Available DLGNet-Task: An End-to-end Neural Network Framework for Modeling Multi-turn Multi-domain Task-Oriented Dialogue Oct 4, 2020 Dialogue Generation Natural Language Understanding
— Unverified 