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

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

PAPER SLIDES

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