M Saiful Bari | DeepAI

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∙ 05/29/2023

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets

The development of large language models (LLMs) such as ChatGPT has brou...

0 Md Tahmid Rahman Laskar, et al. ∙

∙ 03/06/2023

xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval

The ability to solve problems is a hallmark of intelligence and has been...

0 Mohammad Abdullah Matin Khan, et al. ∙

∙ 12/21/2022

SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning

Pre-trained large language models can efficiently interpolate human-writ...

7 M Saiful Bari, et al. ∙

∙ 12/19/2022

BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting

The BLOOM model is a large open-source multilingual language model capab...

16 Zheng Xin Yong, et al. ∙

∙ 11/03/2022

Crosslingual Generalization through Multitask Finetuning

Multitask prompted finetuning (MTF) has been shown to help large languag...

0 Niklas Muennighoff, et al. ∙

∙ 10/27/2022

What Language Model to Train if You Have One Million GPU Hours?

The crystallization of modeling methods around the Transformer architect...

4 Teven Le Scao, et al. ∙

∙ 02/02/2022

PromptSource: An Integrated Development Environment and Repository for Natural Language Prompts

PromptSource is a system for creating, sharing, and using natural langua...

17 Stephen H. Bach, et al. ∙

∙ 10/15/2021

Multitask Prompted Training Enables Zero-Shot Task Generalization

Large language models have recently been shown to attain reasonable zero...

10 Victor Sanh, et al. ∙

∙ 09/06/2021

Nearest Neighbour Few-Shot Learning for Cross-lingual Classification

Even though large pre-trained multilingual models (e.g. mBERT, XLM-R) ha...

0 M Saiful Bari, et al. ∙

∙ 06/09/2021

AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT

The success of Neural Machine Translation (NMT) largely depends on the a...

11 Tasnim Mohiuddin, et al. ∙

∙ 04/28/2020

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space

Most of the successful and predominant methods for bilingual lexicon ind...

0 Tasnim Mohiuddin, et al. ∙

∙ 04/28/2020

MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP

Transfer learning has yielded state-of-the-art results in many supervise...

0 M Saiful Bari, et al. ∙

∙ 11/22/2019

Zero-Resource Cross-Lingual Named Entity Recognition

Recently, neural methods have achieved state-of-the-art (SOTA) results i...

0 M Saiful Bari, et al. ∙

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