TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Jan 16, 2022 Contrastive Learning Natural Language Understanding
— Unverified Temporal Relation Extraction with a Graph-Based Deep Biaffine Attention Model Jan 16, 2022 Natural Language Understanding Relation
— Unverified The Dark Side of the Language: Pre-trained Transformers in the DarkNet Jan 14, 2022 Domain Adaptation Language Modeling
— Unverified CommonsenseQA 2.0: Exposing the Limits of AI through Gamification Jan 14, 2022 Common Sense Reasoning Natural Language Understanding
— Unverified How Does Data Corruption Affect Natural Language Understanding Models? A Study on GLUE datasets Jan 12, 2022 Natural Language Understanding
Code Code Available Latency Adjustable Transformer Encoder for Language Understanding Jan 10, 2022 Natural Language Understanding Sentiment Analysis
— Unverified Intent Matching based Customer Services Chatbot with Natural Language Understanding Jan 7, 2022 Chatbot Natural Language Understanding
— Unverified Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding Jan 5, 2022 Continual Learning domain classification
— Unverified Chatbot for fitness management using IBM Watson Dec 30, 2021 Chatbot Cloud Computing
— Unverified Training Dynamics for Curriculum Learning: A Study on Monolingual and Cross-lingual NLU Dec 17, 2021 Cross-Lingual Transfer Natural Language Understanding
— Unverified Improving Tokenisation by Alternative Treatment of Spaces Dec 17, 2021 Natural Language Understanding
— Unverified Sharpness-Aware Minimization with Dynamic Reweighting Dec 16, 2021 Natural Language Understanding
— Unverified Learning To Retrieve Prompts for In-Context Learning Dec 16, 2021 In-Context Learning Language Modeling
Code Code Available Event Linking: Grounding Event Mentions to Wikipedia Dec 15, 2021 Entity Linking Natural Language Understanding
Code Code Available Design Challenges for a Multi-Perspective Search Engine Dec 15, 2021 Natural Language Understanding Retrieval
Code Code Available Representing Inferences and their Lexicalization Dec 14, 2021 Natural Language Understanding
— Unverified Towards a Unified Foundation Model: Jointly Pre-Training Transformers on Unpaired Images and Text Dec 14, 2021 image-classification Image Classification
— Unverified Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent Detection Dec 14, 2021 Few-Shot Learning Generalized Few-Shot Learning
Code Code Available Attentive Contextual Carryover for Multi-Turn End-to-End Spoken Language Understanding Dec 13, 2021 Natural Language Understanding Spoken Language Understanding
— Unverified Detecting Emotion Carriers by Combining Acoustic and Lexical Representations Dec 13, 2021 Emotion Recognition Natural Language Understanding
— Unverified Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systems Dec 10, 2021 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified A Puzzle-Based Dataset for Natural Language Inference Dec 10, 2021 Natural Language Inference Natural Language Understanding
Code Code Available Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF Dec 9, 2021 intent-classification Intent Classification
— Unverified Question Answering Survey: Directions, Challenges, Datasets, Evaluation Matrices Dec 7, 2021 Natural Language Understanding Question Answering
— Unverified Causal Distillation for Language Models Dec 5, 2021 Language Modeling Language Modelling
Code Code Available 