Xiachong Feng (冯夏冲)
Text Generation Group
Research Center for Social Computing and Information Retrieval (SCIR)
Harbin Institute of Technology
Contact:
xiachongfeng1996 [at] gmail.com
More about me: Google Scholar / Github / [Get CV in PDF]
Talk
- May 2023, I gave a talk "Recent Advances in Large Language Models" at Interactive Data Exploration System (IDEAS) lab, Shandong University.
- Jan. 2022, I gave a talk "Dialogue Summarizations" at the Alibaba DAMO Academy, Language Technology Lab, Conversational AI.
- Jun. 2021, I gave a talk "Dialogue Summarizations" at the Natural Language Processing Lab at Tsinghua University: THUNLP.
Presentation
- [New] Recent Advances in Large Languag Models [PDF]
- [New] ChatGPT Evaluation for NLP: A Meta Survey [PDF] [Google Doc]
- [New] Federated Learning Meets Knowledge Distillation [PDF]
- Dialogue Summarization(2022.1) [PDF]
- Prompt Survey: [PDF] [PPTX]
- Dialogue Summarization(2021.5) [PDF]
- 对话摘要最新进展简述 [PDF] [Blog]
- Cross-lingual Summarization [PDF]
- Efficient Transformers [PDF]
- Multi-modal Summarization [PDF]
- ACL20 Summarization [PDF]
- Data Augmentation [PDF]
- 文本摘要简述 [PDF]
- ACL19 Summarization [PDF]
- Graph Neural Networks [PDF]
- Knowledge Distillation [PDF]
- Meta Learning [PDF]
- Non-Autoregressive Decoding [PDF]
- Event Extraction [PDF]
- Advanced Pre-training Language Models: a Brief Introduction [PDF]
Paper Slides
- Language Models Don’t Always Say What They Think Unfaithful Explanations in Chain-of-Thought Prompting [PDF]
- Cognitive Architectures for Language Agents [PDF]
- Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest [PDF]
- Evidence of a predictive coding hierarchy in the human brain listening to speech [Google Doc]
- BrainBERT: Self-supervised representation learning for Intracranial Electrodes [PDF]
- switch-GLAT: Multilingual Parallel Machine Translation Via Code-Switch Decoder [PDF]
- Memorizing Transformers [PDF]
- One Model, Multiple Tasks: Pathways for Natural Language Understanding [PDF]
- CPT Colorful Prompt Tuning for Pre-trained Vision-Language Models [PPTX]
- Contrastive Learning with Adversarial Perturbations for Conditional Text Generation [PDF]
- Making Pre-trained Language Models Better Few-shot Learners [PDF]
- Group-wise Contrastive Learning for Neural Dialogue Generation [PDF]
- Heterogeneous Graph Transformer [PDF]
- Plug and Play Language Model- A Simple Baseline for Controlled Language Generation [PDF]
- Multimodal Abstractive Summarization for How2 Videos [PDF]
- A Simple Theoretical Model of Importance for Summarization [PDF]
- Text Generation from Knowledge Graphs with Graph Transformers [PDF]
- The Curious Case of Neural Text Degeneration [PDF]
- Episodic Memory in Lifelong Language Learning [PDF]
- DialogueGCN-A Graph Convolutional Neural Network for Emotion Recognition in Conversation [PDF]
- Commonsense for Generative Multi-Hop Question Answering Tasks [PDF]
- Commonsense Knowledge Aware Conversation Generation with Graph Attention [PDF]
- Deep Multitask Learning for Semantic Dependency Parsing [PDF]
- Dynamically Fused Graph Network for Multi-hop Reasoning [PDF]
- Emotional Chatting Machine Emotional Conversation Generation with Internal and External Memory [PDF]
- Learning Neural Templates for Text Generation [PDF]
- Learning to Ask Questions in Open-domain Conversational Systems with Typed Decoders [PDF]
- Linguistic Knowledge and Transferability of Contextual Representations [PDF]
- Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination [PDF]
- Semi-Supervised QA with Generative Domain-Adaptive Nets [PDF]