research
∙
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...
share
research
∙
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...
research
∙
12/21/2022
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning
Pre-trained large language models can efficiently interpolate human-writ...
research
∙
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...
research
∙
11/03/2022
Crosslingual Generalization through Multitask Finetuning
Multitask prompted finetuning (MTF) has been shown to help large languag...
research
∙
10/27/2022
What Language Model to Train if You Have One Million GPU Hours?
The crystallization of modeling methods around the Transformer architect...
research
∙
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...
research
∙
10/15/2021
Multitask Prompted Training Enables Zero-Shot Task Generalization
Large language models have recently been shown to attain reasonable zero...
research
∙
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...
research
∙
06/09/2021
AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT
The success of Neural Machine Translation (NMT) largely depends on the a...
research
∙
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...
research
∙
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...
research
∙
11/22/2019