QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Nov 1, 2020 Natural Language Understanding Sentence
— Unverified Multi-resolution Annotations for Emoji Prediction Nov 1, 2020 Multi-class Classification Natural Language Understanding
— Unverified Integrating Task Specific Information into Pretrained Language Models for Low Resource Fine Tuning Nov 1, 2020 Natural Language Understanding
Code Code Available Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Nov 1, 2020 Graph Clustering graph construction
— 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 Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures. Nov 1, 2020 Conversation Summarization Decision Making
— Unverified Deeply Embedded Knowledge Representation & Reasoning For Natural Language Question Answering: A Practitioner’s Perspective Nov 1, 2020 Natural Language Understanding Question Answering
— Unverified Learning Explainable Linguistic Expressions with Neural Inductive Logic Programming for Sentence Classification Nov 1, 2020 General Classification Inductive logic programming
— Unverified Detecting Entailment in Code-Mixed Hindi-English Conversations Nov 1, 2020 Data Augmentation Language Modeling
Code Code Available Bayesian Methods for Semi-supervised Text Annotation Oct 28, 2020 Deep Learning Hate Speech Detection
— Unverified 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 Hierarchical Transformer for Task Oriented Dialog Systems Oct 24, 2020 Natural Language Understanding Question Answering
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 Learning to Embed Categorical Features without Embedding Tables for Recommendation Oct 21, 2020 Collaborative Filtering Natural Language Understanding
— Unverified 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 Evidential Sparsification of Multimodal Latent Spaces in Conditional Variational Autoencoders Oct 19, 2020 Image Generation Motion Planning
Code Code Available SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline Oct 19, 2020 Clustering Graph Clustering
— Unverified 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 CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations Oct 13, 2020 Natural Language Understanding Sentence
— Unverified Probing for Multilingual Numerical Understanding in Transformer-Based Language Models Oct 13, 2020 Natural Language Understanding
Code Code Available Multilingual Argument Mining: Datasets and Analysis Oct 13, 2020 Argument Mining Machine Translation
— Unverified Measuring and Reducing Gendered Correlations in Pre-trained Models Oct 12, 2020 Natural Language Understanding
— Unverified 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 QADiscourse -- Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines Oct 6, 2020 Natural Language Understanding Sentence
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 Learning to Generalize for Sequential Decision Making Oct 5, 2020 Decision Making Imitation 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 Personality Trait Detection Using Bagged SVM over BERT Word Embedding Ensembles Oct 3, 2020 Language Modeling Language Modelling
— Unverified STIL -- Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ Oct 2, 2020 Classification General Classification
Code Code Available Chinese Long and Short Form Choice Exploiting Neural Network Language Modeling Approaches Oct 1, 2020 Form Language Modeling
— Unverified Towards Improved Model Design for Authorship Identification: A Survey on Writing Style Understanding Sep 30, 2020 BIG-bench Machine Learning Natural Language Understanding
— Unverified Towards Extracting Absolute Event Timelines From English Clinical Reports Sep 28, 2020 Natural Language Understanding Temporal Information Extraction
Code Code Available Domain Adversarial Fine-Tuning as an Effective Regularizer Sep 28, 2020 Linguistic Acceptability Natural Language Understanding
Code Code Available A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution Sep 27, 2020 coreference-resolution Coreference Resolution
Code Code Available SQuARE: Semantics-based Question Answering and Reasoning Engine Sep 22, 2020 Natural Language Understanding Question Answering
— Unverified Assessing the Severity of Health States based on Social Media Posts Sep 21, 2020 Multiview Learning Natural Language Understanding
— Unverified Understanding Mention Detector-Linker Interaction in Neural Coreference Resolution Sep 20, 2020 coreference-resolution Coreference Resolution
— Unverified Dr. Summarize: Global Summarization of Medical Dialogue by Exploiting Local Structures Sep 18, 2020 Conversation Summarization Decision Making
— Unverified Question Directed Graph Attention Network for Numerical Reasoning over Text Sep 16, 2020 Graph Attention Machine Reading Comprehension
Code Code Available Domain Knowledge Empowered Structured Neural Net for End-to-End Event Temporal Relation Extraction Sep 15, 2020 Natural Language Understanding Relation
Code Code Available Multi-modal embeddings using multi-task learning for emotion recognition Sep 10, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified AMBERT: A Pre-trained Language Model with Multi-Grained Tokenization Aug 27, 2020 Language Modeling Language Modelling
— Unverified Discrete Word Embedding for Logical Natural Language Understanding Aug 26, 2020 Decision Making Natural Language Understanding
— Unverified Is this sentence valid? An Arabic Dataset for Commonsense Validation Aug 25, 2020 Natural Language Understanding Sentence
Code Code Available How To Evaluate Your Dialogue System: Probe Tasks as an Alternative for Token-level Evaluation Metrics Aug 24, 2020 Language Modeling Language Modelling
Code Code Available 