SAPPHIRE: Simple Aligner for Phrasal Paraphrase with Hierarchical Representation May 1, 2020 Natural Language Inference Natural Language Understanding
— Unverified Inference Annotation of a Chinese Corpus for Opinion Mining May 1, 2020 Classification General Classification
— Unverified Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU May 1, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Mandarinograd: A Chinese Collection of Winograd Schemas May 1, 2020 Common Sense Reasoning Natural Language Inference
— Unverified Is Language Modeling Enough? Evaluating Effective Embedding Combinations May 1, 2020 Entity Disambiguation General Classification
— Unverified Dialogue-AMR: Abstract Meaning Representation for Dialogue May 1, 2020 Abstract Meaning Representation Natural Language Understanding
— Unverified Handling Noun-Noun Coreference in Tamil May 1, 2020 Natural Language Understanding
— Unverified Intermediate-Task Transfer Learning with Pretrained Models for Natural Language Understanding: When and Why Does It Work? May 1, 2020 coreference-resolution Coreference Resolution
— Unverified KLEJ: Comprehensive Benchmark for Polish Language Understanding May 1, 2020 named-entity-recognition Named Entity Recognition
Code Code Available Language (Re)modelling: Towards Embodied Language Understanding May 1, 2020 Natural Language Understanding Position
— Unverified Mind the Trade-off: Debiasing NLU Models without Degrading the In-distribution Performance May 1, 2020 Diversity Natural Language Understanding
Code Code Available Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Apr 30, 2020 Intent Detection Natural Language Understanding
— Unverified TAVAT: Token-Aware Virtual Adversarial Training for Language Understanding Apr 30, 2020 Natural Language Understanding text-classification
Code Code Available RikiNet: Reading Wikipedia Pages for Natural Question Answering Apr 30, 2020 Natural Language Understanding Natural Questions
— Unverified Towards Unsupervised Language Understanding and Generation by Joint Dual Learning Apr 30, 2020 Natural Language Understanding Text Generation
Code Code Available Hierarchical Encoders for Modeling and Interpreting Screenplays Apr 30, 2020 Descriptive Natural Language Understanding
— Unverified Learning to Rank Intents in Voice Assistants Apr 30, 2020 Denoising Learning-To-Rank
— Unverified Lexical Semantic Recognition Apr 30, 2020 Natural Language Understanding Sentence
Code Code Available End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Apr 29, 2020 Cross-Lingual Transfer Goal-Oriented Dialog
Code Code Available Benchmarking Robustness of Machine Reading Comprehension Models Apr 29, 2020 Benchmarking Machine Reading Comprehension
Code Code Available FitChat: Conversational Artificial Intelligence Interventions for Encouraging Physical Activity in Older Adults Apr 29, 2020 Chatbot Natural Language Understanding
— Unverified Semantics-Aware Inferential Network for Natural Language Understanding Apr 28, 2020 Machine Reading Comprehension Natural Language Inference
— Unverified ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT Apr 27, 2020 Document Ranking Information Retrieval
Code Code Available Dual Learning for Semi-Supervised Natural Language Understanding Apr 26, 2020 Natural Language Understanding Sentence
Code Code Available Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching Apr 26, 2020 Clustering Form
Code Code Available Data Annealing for Informal Language Understanding Tasks Apr 24, 2020 Natural Language Understanding Transfer Learning
— Unverified Probabilistically Masked Language Model Capable of Autoregressive Generation in Arbitrary Word Order Apr 24, 2020 Language Modeling Language Modelling
Code Code Available A Review of Winograd Schema Challenge Datasets and Approaches Apr 23, 2020 Natural Language Understanding
— Unverified Adversarial Training for Large Neural Language Models Apr 20, 2020 Natural Language Inference Natural Language Understanding
— Unverified Show Us the Way: Learning to Manage Dialog from Demonstrations Apr 17, 2020 dialog state tracking Management
— Unverified TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue Apr 15, 2020 Dialogue State Tracking Intent Detection
Code Code Available Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Apr 14, 2020 Natural Language Understanding Semantic Role Labeling
Code Code Available PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation Apr 14, 2020 Abstractive Text Summarization Conversational Response Generation
Code Code Available CLUE: A Chinese Language Understanding Evaluation Benchmark Apr 13, 2020 General Classification Machine Reading Comprehension
Code Code Available Unsupervised Commonsense Question Answering with Self-Talk Apr 11, 2020 Language Modeling Language Modelling
Code Code Available Identifying Distributional Perspective Differences from Colingual Groups Apr 10, 2020 Natural Language Understanding
Code Code Available LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression Apr 8, 2020 Blocking Knowledge Distillation
— Unverified Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition Apr 7, 2020 Diagnostic Implicatures
Code Code Available KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding Apr 7, 2020 Natural Language Inference Natural Language Understanding
Code Code Available CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection Apr 4, 2020 Conditional Text Generation Intent Detection
— Unverified Benchmarking Machine Reading Comprehension: A Psychological Perspective Apr 4, 2020 Benchmarking Machine Reading Comprehension
— Unverified XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Apr 3, 2020 Natural Language Understanding XLM-R
Code Code Available Sum-product networks: A survey Apr 2, 2020 Natural Language Understanding Survey
Code Code Available ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators Mar 23, 2020 GPU Language Modeling
Code Code Available Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding Mar 22, 2020 Domain Adaptation Natural Language Understanding
— Unverified Temporal Embeddings and Transformer Models for Narrative Text Understanding Mar 19, 2020 Clustering De-aliasing
— Unverified Ecological Semantics: Programming Environments for Situated Language Understanding Mar 10, 2020 Common Sense Reasoning Grounded language learning
— Unverified Zero-Shot Cross-Lingual Transfer with Meta Learning Mar 5, 2020 Cross-Lingual Transfer Few-Shot NLI
Code Code Available Convo: What does conversational programming need? An exploration of machine learning interface design Mar 3, 2020 BIG-bench Machine Learning Goal-Oriented Dialog
— Unverified UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Feb 28, 2020 Abstractive Text Summarization Decoder
Code Code Available 