Rethinking Denoised Auto-Encoding in Language Pre-Training Nov 1, 2021 Natural Language Understanding Sentence
— Unverified A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English Nov 1, 2021 coreference-resolution Coreference Resolution
— Unverified On the Role of Corpus Ordering in Language Modeling Nov 1, 2021 Language Acquisition Language Modeling
— Unverified NxMTransformer: Semi-Structured Sparsification for Natural Language Understanding via ADMM Oct 28, 2021 Knowledge Distillation Natural Language Understanding
— Unverified Ask me in your own words: paraphrasing for multitask question answering Oct 27, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available Improving Non-autoregressive Generation with Mixup Training Oct 21, 2021 Natural Language Understanding Paraphrase Generation
Code Code Available Discontinuous Grammar as a Foreign Language Oct 20, 2021 Machine Translation Natural Language Understanding
Code Code Available Two-stage Voice Application Recommender System for Unhandled Utterances in Intelligent Personal Assistant Oct 19, 2021 Natural Language Understanding Recommendation Systems
— Unverified Newsalyze: Effective Communication of Person-Targeting Biases in News Articles Oct 18, 2021 Articles Natural Language Understanding
— Unverified TableFormer: Robust Transformer Modeling for Table-Text Encoding Oct 16, 2021 Natural Language Understanding
— Unverified Collaborative Multi-Task Representation for Natural Language Understanding Oct 16, 2021 Multi-Task Learning Natural Language Understanding
— Unverified Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher Oct 16, 2021 image-classification Image Classification
— Unverified Robustness Challenges in Model Distillation and Pruning for Natural Language Understanding Oct 16, 2021 Knowledge Distillation Model Compression
— Unverified How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Oct 16, 2021 Natural Language Understanding
— Unverified NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environment Oct 13, 2021 Natural Language Understanding Reinforcement Learning (RL)
— Unverified Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Oct 12, 2021 Claim Verification Natural Language Understanding
Code Code Available AutoNLU: Detecting, root-causing, and fixing NLU model errors Oct 12, 2021 Active Learning Natural Language Understanding
— Unverified Evaluating User Perception of Speech Recognition System Quality with Semantic Distance Metric Oct 11, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified The Inductive Bias of In-Context Learning: Rethinking Pretraining Example Design Oct 9, 2021 Chunking In-Context Learning
— Unverified LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network Oct 6, 2021 Intent Detection Natural Language Understanding
— Unverified NaRLE: Natural Language Models using Reinforcement Learning with Emotion Feedback Oct 5, 2021 Deep Reinforcement Learning intent-classification
— Unverified Natural language understanding for logical games Oct 1, 2021 Explainable Artificial Intelligence (XAI) Natural Language Understanding
Code Code Available Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations Sep 30, 2021 Natural Language Understanding Sentence
Code Code Available A Review of Text Style Transfer using Deep Learning Sep 30, 2021 Deep Learning Natural Language Understanding
— Unverified Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Sep 29, 2021 Cross-Lingual Transfer Intent Recognition
Code Code Available 