Machine learning methods for language

TableIE: Capturing the Interactions among Sub-tasks in Information Extraction via Double Tables

SENER: Sentiment Element Named Entity Recognition for Aspect-based Sentiment Analysis

Exploiting spatial information with the informed complex-valued spatial autoencoder for target speaker extraction

Adaptive Multi-Corpora Language Model Training for Speech Recognition

Accidental Learners: Spoken Language Identification in Multilingual Self-Supervised Models

Improving Sentence Similarity Estimation for Unsupervised Extractive Summarization

Contextual Similarity is More Valuable than Character Similarity: An Empirical Study for Chinese Spell Checking

Prompt-Distiller: Few-shot Knowledge Distillation for Prompt-based Language Learners with Dual Contrastive Learning

Dialogue System with Missing Observation

Adversarially Robust Fairness-aware Regression