Machine learning methods for language

A Sentiment and Syntactic-Aware Graph Convolutional Network for Aspect-level Sentiment Classification

Estimating Shapley Values of Training Utterances for Automatic Speech Recognition Models

UCorrect: An Unsupervised Framework for Automatic Speech Recognition Error Correction

SELF SUPERVISED BERT FOR LEGAL TEXT CLASSIFICATION

Egocentric Action Anticipation for Personal Health

LEARNING TO BALANCE THE GLOBAL COHERENCE AND INFORMATIVENESS IN KNOWLEDGE-GROUNDED DIALOGUE GENERATION

AE-Flow: AutoEncoder Normalizing Flow

Visual Information Matters for ASR Error Correction

Continuous Action Space-based Spoken Language Acquisition Agent Using Residual Sentence Embedding and Transformer Decoder

Contrastive Learning at the Relation and Event Level for Rumor Detection

From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering

SELF-HEALING THROUGH ERROR DETECTION, ATTRIBUTION, AND RETRAINING