Language understanding and computational semantics

Parameter Efficient Transfer Learning for Various Speech Processing Tasks

Improving Speech-to-Speech Translation Through Unlabeled Text

Improving the Out-Of-Distribution Generalization Capability of Language Models: Counterfactually-Augmented Data is not Enough

Generic Dependency Modeling for Multi-Party Conversation

Certified Robustness of Quantum Classifiers against Adversarial Examples through Quantum Noise

Disentangled and Robust Representation Learning for Bragging Classification in Social Media

SDTN: SPEAKER DYNAMICS TRACKING NETWORK FOR EMOTION RECOGNITION IN CONVERSATION

STREAMING JOINT SPEECH RECOGNITION AND DISFLUENCY DETECTION

An Interpretable model using evidence information for Multi-hop Question Answering over Long texts

A Protypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition

Revisit Out-of-vocabulary Problem for Slot Filling: A Unified Contrastive Framework with Multi-level Data Augmentations

DialogMI: A Dialogue Model Based on Enhancing Dialogue Mutual Information