Notes | Xiachong Feng

Selected Notes and Slides

NOTES

EMNLP19 Summarization

Cross-Lingual Word Embedding

Brief intro to summarization

GAN in Text Generation

EMNLP19 and NIPS19 Notes

The Maximum Entropy Model

PRESENTATIONS

Efficient Transformers

Multi-modal Summarization

ACL20 Summarization

Data Augmentation

文本摘要简述

ACL19 Summarization

Graph Neural Networks

Knowledge Distillation

Non-Autoregressive Decoding

Event Extraction

Advanced pre-training language models a brief introduction

TECHNIQUES

Matplotlib, Notes for Python数据可视化之matplotlib实践

PAPER SLIDES

Group-wise Contrastive Learning for Neural Dialogue Generation

Heterogeneous Graph Transformer

Plug and Play Language Model- A Simple Baseline for Controlled Language Generation

Multimodal Abstractive Summarization for How2 Videos

A Simple Theoretical Model of Importance for Summarization

Text Generation from Knowledge Graphs with Graph Transformers

The Curious Case of Neural Text Degeneration

Episodic Memory in Lifelong Language Learning

DialogueGCN-A Graph Convolutional Neural Network for Emotion Recognition in Conversation

Commonsense for Generative Multi-Hop Question Answering Tasks

Commonsense Knowledge Aware Conversation Generation with Graph Attention

Deep Multitask Learning for Semantic Dependency Parsing

Dynamically Fused Graph Network for Multi-hop Reasoning

Emotional Chatting Machine Emotional Conversation Generation with Internal and External Memory

Learning Neural Templates for Text Generation

Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders

Linguistic Knowledge and Transferability of Contextual Representations

Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination

Semi-Supervised QA with Generative Domain-Adaptive Nets