Yaobo Liang | DeepAI

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Fan Yang
225 publications
Ting Liu
188 publications
Yu Liu
160 publications
Nan Duan
128 publications
Ming Zhou
107 publications
Bing Liu
102 publications
Daxin Jiang
100 publications
Weizhu Chen
89 publications
Wanxiang Che
84 publications
Peng Chen
79 publications
Dongyan Zhao
72 publications

∙ 08/19/2023

GameEval: Evaluating LLMs on Conversational Games

The rapid advancements in large language models (LLMs) have presented ch...

0 Dan Qiao, et al. ∙

∙ 05/22/2023

Machine-Created Universal Language for Cross-lingual Transfer

There are two types of approaches to solving cross-lingual transfer: mul...

0 Yaobo Liang, et al. ∙

∙ 05/19/2023

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast

Existing research has shown that a multilingual pre-trained language mod...

0 Yiduo Guo, et al. ∙

∙ 04/20/2023

Learning to Program with Natural Language

Large Language Models (LLMs) have shown remarkable performance in variou...

0 Yiduo Guo, et al. ∙

∙ 04/17/2023

Low-code LLM: Visual Programming over LLMs

Effectively utilizing LLMs for complex tasks is challenging, often invol...

0 Yuzhe Cai, et al. ∙

∙ 04/13/2023

AGIEval: A Human-Centric Benchmark for Evaluating Foundation Models

Evaluating the general abilities of foundation models to tackle human-le...

0 Wanjun Zhong, et al. ∙

∙ 03/29/2023

TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIs

Artificial Intelligence (AI) has made incredible progress recently. On t...

0 Yaobo Liang, et al. ∙

∙ 02/03/2023

Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval

Recently multi-lingual pre-trained language models (PLM) such as mBERT a...

0 Shunyu Zhang, et al. ∙

∙ 06/07/2022

Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval

Recent research demonstrates the effectiveness of using pretrained langu...

0 Ning Wu, et al. ∙

∙ 03/16/2022

Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure

Multilingual pre-trained language models, such as mBERT and XLM-R, have ...

0 Yuan Chai, et al. ∙

∙ 03/16/2022

Multi-View Document Representation Learning for Open-Domain Dense Retrieval

Dense retrieval has achieved impressive advances in first-stage retrieva...

0 Shunyu Zhang, et al. ∙

∙ 09/26/2021

XLM-K: Improving Cross-Lingual Language Model Pre-Training with Multilingual Knowledge

Cross-lingual pre-training has achieved great successes using monolingua...

0 Xiaoze Jiang, et al. ∙

∙ 03/13/2021

Simpson's Bias in NLP Training

In most machine learning tasks, we evaluate a model M on a given data po...

0 Fei Yuan, et al. ∙

∙ 09/16/2020

Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding

Question Aware Open Information Extraction (Question aware Open IE) take...

6 Martin Kuo, et al. ∙

∙ 05/12/2020

Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension

Natural Questions is a new challenging machine reading comprehension ben...

0 Bo Zheng, et al. ∙

∙ 04/29/2020

Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension

Multilingual pre-trained models could leverage the training data from a ...

0 Fei Yuan, et al. ∙

∙ 04/03/2020

XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation

In this paper, we introduce XGLUE, a new benchmark dataset to train larg...

0 Yaobo Liang, et al. ∙

∙ 09/03/2019

Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks

We present Unicoder, a universal language encoder that is insensitive to...

0 Haoyang Huang, et al. ∙

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