Comparing Test Sets with Item Response Theory Jun 1, 2021 HellaSwag Natural Language Understanding
— Unverified NewsEmbed: Modeling News through Pre-trained Document Representations Jun 1, 2021 Articles Contrastive Learning
— Unverified HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalization May 31, 2021 Data Augmentation Natural Language Understanding
Code Code Available Defending Pre-trained Language Models from Adversarial Word Substitutions Without Performance Sacrifice May 30, 2021 Adversarial Attack Anomaly Detection
Code Code Available Inspecting the concept knowledge graph encoded by modern language models May 27, 2021 Natural Language Understanding Word Embeddings
— Unverified Improved OOD Generalization via Adversarial Training and Pre-training May 24, 2021 image-classification Image Classification
— Unverified Introducing the Talk Markup Language (TalkML):Adding a little social intelligence to industrial speech interfaces May 24, 2021 Management Natural Language Understanding
— Unverified Language Understanding for Field and Service Robots in a Priori Unknown Environments May 21, 2021 Imitation Learning Natural Language Understanding
— Unverified KLUE: Korean Language Understanding Evaluation May 20, 2021 Dependency Parsing Dialogue State Tracking
Code Code Available Towards Target-dependent Sentiment Classification in News Articles May 20, 2021 Articles Classification
Code Code Available Is Knowledge Embedding Fully Exploited in Language Understanding? An Empirical Study May 16, 2021 Knowledge Graph Completion Knowledge Graphs
— Unverified Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers May 16, 2021 Natural Language Understanding
— Unverified Evaluating Gender Bias in Natural Language Inference May 12, 2021 Natural Language Inference Natural Language Understanding
Code Code Available A Graph Neural Network Approach for Product Relationship Prediction May 12, 2021 Drug Discovery Graph Neural Network
— Unverified News Headline Grouping as a Challenging NLU Task May 12, 2021 Natural Language Understanding
Code Code Available Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech May 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified XeroAlign: Zero-Shot Cross-lingual Transformer Alignment May 6, 2021 Multilingual NLP Natural Language Understanding
Code Code Available Towards General Natural Language Understanding with Probabilistic Worldbuilding May 6, 2021 Natural Language Understanding Question Answering
Code Code Available Translation Quality Assessment: A Brief Survey on Manual and Automatic Methods May 5, 2021 Machine Translation Natural Language Understanding
Code Code Available Unreasonable Effectiveness of Rule-Based Heuristics in Solving Russian SuperGLUE Tasks May 3, 2021 Common Sense Reasoning Natural Language Inference
— Unverified RECKONition: a NLP-based system for Industrial Accidents at Work Prevention Apr 29, 2021 Clustering Natural Language Understanding
Code Code Available Multi-class Text Classification using BERT-based Active Learning Apr 27, 2021 Active Learning Classification
— Unverified Semi-supervised Interactive Intent Labeling Apr 27, 2021 Clustering Data Augmentation
— Unverified PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation Apr 26, 2021 Cloze (multi-choices) (Few-Shot) Cloze (multi-choices) (One-Shot)
Code Code Available BERT-CoQAC: BERT-based Conversational Question Answering in Context Apr 23, 2021 Conversational Question Answering Language Modelling
— Unverified 