b'Benyou Wang'

research

∙ 09/21/2023

AceGPT, Localizing Large Language Models in Arabic

This paper explores the imperative need and methodology for developing a...

0 Huang Huang, et al. ∙

research

∙ 08/21/2023

Large Language Model as a User Simulator

The unparalleled performance of closed-sourced ChatGPT has sparked effor...

0 Chuyi Kong, et al. ∙

research

∙ 08/17/2023

CMB: A Comprehensive Medical Benchmark in Chinese

Large Language Models (LLMs) provide a possibility to make a great break...

0 Xidong Wang, et al. ∙

research

∙ 06/06/2023

On the Difference of BERT-style and CLIP-style Text Encoders

Masked language modeling (MLM) has been one of the most popular pretrain...

0 Zhihong Chen, et al. ∙

research

∙ 06/06/2023

A Survey of Quantum-Cognitively Inspired Sentiment Analysis Models

Quantum theory, originally proposed as a physical theory to describe the...

0 Yaochen Liu, et al. ∙

research

∙ 05/24/2023

HuatuoGPT, towards Taming Language Model to Be a Doctor

In this paper, we present HuatuoGPT, a large language model (LLM) for me...

0 Hongbo Zhang, et al. ∙

research

∙ 05/24/2023

Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution

Pre-trained language models (PLMs) were considered to be able to store r...

0 Hongbo Zhang, et al. ∙

research

∙ 05/23/2023

Is Information Extraction Solved by ChatGPT? An Analysis of Performance, Evaluation Criteria, Robustness and Errors

ChatGPT has stimulated the research boom in the field of large language ...

0 Ridong Han, et al. ∙

research

∙ 05/20/2023

Lifting the Curse of Capacity Gap in Distilling Language Models

Pretrained language models (LMs) have shown compelling performance on va...

0 Chen Zhang, et al. ∙

research

∙ 05/10/2023

Word Grounded Graph Convolutional Network

Graph Convolutional Networks (GCNs) have shown strong performance in lea...

0 Zhibin Lu, et al. ∙

research

∙ 05/02/2023

Huatuo-26M, a Large-scale Chinese Medical QA Dataset

In this paper, we release a largest ever medical Question Answering (QA)...

0 Jianquan Li, et al. ∙

research

∙ 04/20/2023

Phoenix: Democratizing ChatGPT across Languages

This paper presents our efforts to democratize ChatGPT across language. ...

0 Zhihong Chen, et al. ∙

research

∙ 04/20/2023

Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary

Open intent classification, which aims to correctly classify the known i...

0 Xiaokang Liu, et al. ∙

research

∙ 04/18/2023

A Survey on Biomedical Text Summarization with Pre-trained Language Model

The exponential growth of biomedical texts such as biomedical literature...

0 Qianqian Xie, et al. ∙

research

∙ 03/26/2023

Nature Language Reasoning, A Survey

This survey paper proposes a clearer view of natural language reasoning ...

0 Fei Yu, et al. ∙

research

∙ 03/23/2023

Modular Retrieval for Generalization and Interpretation

New retrieval tasks have always been emerging, thus urging the developme...

0 Juhao Liang, et al. ∙

research

∙ 02/17/2023

Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts

Medical vision-and-language pre-training (Med-VLP) has shown promising i...

0 Zhihong Chen, et al. ∙

research

∙ 12/20/2022

Document-level Relation Extraction with Relation Correlations

Document-level relation extraction faces two overlooked challenges: long...

0 Ridong Han, et al. ∙

research

∙ 10/27/2022

MorphTE: Injecting Morphology in Tensorized Embeddings

In the era of deep learning, word embeddings are essential when dealing ...

0 Guobing Gan, et al. ∙

research

∙ 09/23/2022

Spatio-Temporal Contrastive Learning Enhanced GNNs for Session-based Recommendation

Session-based recommendation (SBR) systems aim to utilize the user's sho...

0 Zhongwei Wan, et al. ∙

research

∙ 08/24/2022

DPTDR: Deep Prompt Tuning for Dense Passage Retrieval

Deep prompt tuning (DPT) has gained great success in most natural langua...

17 Zhengyang Tang, et al. ∙

research

∙ 07/20/2022

Doge Tickets: Uncovering Domain-general Language Models by Playing Lottery Tickets

Over-parameterized models, typically pre-trained language models (LMs), ...

2 Yi Yang, et al. ∙

research

∙ 07/02/2022

Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk

Language is the principal tool for human communication, in which humor i...

6 Benyou Wang, et al. ∙

research

∙ 10/11/2021

Pre-trained Language Models in Biomedical Domain: A Systematic Survey

Pre-trained language models (PLMs) have been the de facto paradigm for m...

5 Benyou Wang, et al. ∙

research

∙ 10/26/2020

Meta-Learning for Neural Relation Classification with Distant Supervision

Distant supervision provides a means to create a large number of weakly ...

6 Zhenzhen Li, et al. ∙

research

∙ 10/04/2020

A Multi-task Learning Framework for Opinion Triplet Extraction

The state-of-the-art Aspect-based Sentiment Analysis (ABSA) approaches a...

0 Chen Zhang, et al. ∙

research

∙ 12/27/2019

Encoding word order in complex embeddings

Sequential word order is important when processing text. Currently, neur...

0 Benyou Wang, et al. ∙

research

∙ 04/10/2019

CNM: An Interpretable Complex-valued Network for Matching

This paper seeks to model human language by the mathematical framework o...

0 Qiuchi Li, et al. ∙

research

∙ 02/26/2019

Semantic Hilbert Space for Text Representation Learning

Capturing the meaning of sentences has long been a challenging task. Cur...

0 Benyou Wang, et al. ∙

research

∙ 08/28/2018

A Quantum Many-body Wave Function Inspired Language Modeling Approach

The recently proposed quantum language model (QLM) aimed at a principled...

0 Peng Zhang, et al. ∙

research

∙ 05/29/2018

Quantum-inspired Complex Word Embedding

A challenging task for word embeddings is to capture the emergent meanin...

0 Qiuchi Li, et al. ∙

research

∙ 02/10/2018

TextZoo, a New Benchmark for Reconsidering Text Classification

Text representation is a fundamental concern in Natural Language Process...

0 Benyou Wang, et al. ∙

Benyou Wang

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