research
∙
07/19/2023
SPRINT: A Unified Toolkit for Evaluating and Demystifying Zero-shot Neural Sparse Retrieval
Traditionally, sparse retrieval systems relied on lexical representation...
share
research
∙
06/18/2023
MOSPC: MOS Prediction Based on Pairwise Comparison
As a subjective metric to evaluate the quality of synthesized speech, Me...
research
∙
06/01/2023
Pursuing Equilibrium of Medical Resources via Data Empowerment in Parallel Healthcare System
The imbalance between the supply and demand of healthcare resources is a...
research
∙
05/23/2023
DAPR: A Benchmark on Document-Aware Passage Retrieval
Recent neural retrieval mainly focuses on ranking short texts and is cha...
research
∙
02/23/2023
An efficient method for Out-of-Distribution Detection
Detecting out-of-distribution (OOD) data is critical to building reliabl...
research
∙
11/14/2022
Semantic Similarity Models for Depression Severity Estimation
Depressive disorders constitute a severe public health issue worldwide. ...
research
∙
07/17/2022
RT-KGD: Relation Transition Aware Knowledge-Grounded Dialogue Generation
Grounding dialogue system with external knowledge is a promising way to ...
research
∙
03/25/2022
UKP-SQUARE: An Online Platform for Question Answering Research
Recent advances in NLP and information retrieval have given rise to a di...
research
∙
12/14/2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
Dense retrieval approaches can overcome the lexical gap and lead to sign...
research
∙
04/14/2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Learning sentence embeddings often requires large amount of labeled data...
research
∙
03/04/2021
An Emotion-controlled Dialog Response Generation Model with Dynamic Vocabulary
In response generation task, proper sentimental expressions can obviousl...
research
∙
06/25/2020
A New Modal Autoencoder for Functionally Independent Feature Extraction
Autoencoders have been widely used for dimensional reduction and feature...
research
∙
07/01/2019