The implementation of the paper "Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters".

CAiRE in DialDoc21: Data Augmentation for Information-SeekingDialogue System

Code and dataset for SNP2Vec paper

DALL·E Mini - Generate images from a text prompt

The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)

Auto Model Factorization

The code repository for EMNLP 2021 paper "Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization".

The code repository for NAACL 2021 paper "Multimodal End-to-End Sparse Model for Emotion Recognition".

The code repository for NAACL 2021 paper "AdaptSum: Towards Low-Resource Domain Adaptation for Abstractive Summarization".

Language Models as Few-Shot Learner for Task-Oriented Dialogue Systems

CrossNER: Evaluating Cross-Domain Named Entity Recognition (AAAI-2021)

EMNLP-2020: Cross-lingual Spoken Language Understanding with Regularized Representation Alignment

Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.

Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.

KE-Dialogue: Injecting knowledge graph into a fully end-to-end dialogue system.

The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

XTREME is a benchmark for the evaluation of the cross-lingual generalization ability of pre-trained multilingual models that covers 40 typologically diverse languages and includes nine tasks.

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Crack LeetCode, not only how, but also why.

Versatile Generative Language Model

Kungfupanda at SemEval-2020 Task 12: BERT-Based Multi-Task Learning for Offensive Language Detection

A BERT model for scientific text.

Code associated with the Don't Stop Pretraining ACL 2020 paper

Meta-learning model agnostic (MAML) implementation for cross-accented ASR

Implementation of meta-transfer-learning for ASR and LM (ACL 2020)

OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs

Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)

XPersona: Evaluating Multilingual Personalized Chatbot