- What I Have Read
- Slides
- Contrastive Learning
- Cross-Lingual
- Cognitive Modeling and Computational Linguistics
- Data Augmentation
- Dialogue
- Generative Adversarial Networks (GAN)
- General-Purpose AI
- Graph Neural Networks (GNN)
- Knowledge Distillation
- Meta Learning
- Multi-Modal
- Natural Language Generation (NLG)
- Pre-trained Language Models (PLMs)
- Retrieval-augmented NLP
- Recommendation
- Reinforcement Learning
- Scientific Document Processing
- Survey
- Summarization
- Sentence Embedding
- Others
Please refer to Summarization-Papers.
- Prompt Survey
- Dialogue Summarization
- Efficient Transformers
- Data Augmentation
- Event Extraction
- Meta Learning
- Advanced pre-training language models a brief introduction
- Graph Neural Networks
- Knowledge Distillation
- Non-Autoregressive Decoding
- ICLR 2022 Memorizing Transformers
- One Model, Multiple Tasks Pathways for Natural Language Understanding
- ICLR21-Contrastive Learning with Adversarial Perturbations for Conditional Text Generation
- ACL21-Making Pre-trained Language Models Better Few-shot Learners
- EMNLP20-Group-wise Contrastive Learning for Neural Dialogue Generation
- WWW20-Heterogeneous Graph Transformer
- ICLR20-Plug and Play Language Model- A Simple Baseline for Controlled Language Generation
- ACL19-A Simple Theoretical Model of Importance for Summarization
- ACL19-Multimodal Abstractive Summarization for How2 Videos
- NIPS19-Episodic Memory in Lifelong Language Learning
- EMNLP19-DialogueGCN-A Graph Convolutional Neural Network for Emotion Recognition in Conversation
- ACL19-Dynamically Fused Graph Network for Multi-hop Reasoning
- NAACL19-Linguistic Knowledge and Transferability of Contextual Representations
- NAACL19-Text Generation from Knowledge Graphs with Graph Transformers
- The Curious Case of Neural Text Degeneration
- EMNLP18-Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination
- EMNLP18-Commonsense for Generative Multi-Hop Question Answering Tasks
- IJCAI18-Commonsense Knowledge Aware Conversation Generation with Graph Attention
- AAAI18-Emotional Chatting Machine Emotional Conversation Generation with Internal and External Memory
- EMNLP18-Learning Neural Templates for Text Generation
- ACL18-Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders
- ACL17-Semi-Supervised QA with Generative Domain-Adaptive Nets
- ACL17-Deep Multitask Learning for Semantic Dependency Parsing