Taming the Beast: Learning to Control Neural Conversational Models Aug 24, 2021 Dialogue State Tracking Language Modelling
— Unverified FeelsGoodMan: Inferring Semantics of Twitch Neologisms Aug 18, 2021 Natural Language Understanding Sentiment Analysis
— Unverified Joint Multiple Intent Detection and Slot Filling via Self-distillation Aug 18, 2021 Decoder Intent Detection
— Unverified An Investigation of the (In)effectiveness of Counterfactually Augmented Data Aug 17, 2021 Diversity Natural Language Understanding
— Unverified FlipDA: Effective and Robust Data Augmentation for Few-Shot Learning Aug 13, 2021 Data Augmentation Few-Shot Learning
Code Code Available Point Discriminative Learning for Data-efficient 3D Point Cloud Analysis Aug 4, 2021 3D Object Classification 3D Part Segmentation
— Unverified LICHEE: Improving Language Model Pre-training with Multi-grained Tokenization Aug 2, 2021 Language Modeling Language Modelling
Code Code Available Structure-aware Sentence Encoder in Bert-Based Siamese Network Aug 1, 2021 Natural Language Understanding Semantic Textual Similarity
— Unverified TexSmart: A System for Enhanced Natural Language Understanding Aug 1, 2021 named-entity-recognition Named Entity Recognition
— Unverified Verb Metaphor Detection via Contextual Relation Learning Aug 1, 2021 Natural Language Understanding Relation
— Unverified HiddenCut: Simple Data Augmentation for Natural Language Understanding with Better Generalizability Aug 1, 2021 Data Augmentation Natural Language Understanding
Code Code Available ADEPT: An Adjective-Dependent Plausibility Task Aug 1, 2021 Common Sense Reasoning Natural Language Understanding
— Unverified Local Structure Matters Most: Perturbation Study in NLU Jul 29, 2021 Natural Language Understanding Position
— Unverified Break, Perturb, Build: Automatic Perturbation of Reasoning Paths Through Question Decomposition Jul 29, 2021 Natural Language Understanding Reading Comprehension
Code Code Available Goal-Oriented Script Construction Jul 28, 2021 Articles Language Modeling
Code Code Available Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Jul 21, 2021 Image Classification Natural Language Understanding
Code Code Available The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding Jul 21, 2021 Language Modelling Natural Language Inference
— Unverified Argument Linking: A Survey and Forecast Jul 18, 2021 Natural Language Understanding Semantic Role Labeling
— Unverified FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark Jul 15, 2021 Few-Shot Learning Machine Reading Comprehension
Code Code Available Trusting RoBERTa over BERT: Insights from CheckListing the Natural Language Inference Task Jul 15, 2021 Natural Language Inference Natural Language Understanding
Code Code Available An Efficient DP-SGD Mechanism for Large Scale NLP Models Jul 14, 2021 GPU Natural Language Understanding
— Unverified End-to-End Natural Language Understanding Pipeline for Bangla Conversational Agents Jul 12, 2021 BIG-bench Machine Learning Chatbot
— Unverified FaVIQ: FAct Verification from Information-seeking Questions Jul 5, 2021 Fact Checking Fact Verification
Code Code Available ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation Jul 5, 2021 Few-Shot Learning Natural Language Understanding
Code Code Available An Investigation of the (In)effectiveness of Counterfactually Augmented Data Jul 1, 2021 Diversity Natural Language Understanding
Code Code Available 