My collection of talks on ML & NLP papers
There are only slides available here. I hope to add videos in the future.
Using Token-Level Representations for Retrieval
Subjects:
- Lexical vs Semantic Text Retrieval
- Information Retrieval Evaluation
Papers:
- ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
- ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction
- A White Box Analysis of ColBERT
Meta-ICL
Subjects:
- Meta-Learning
- In-context Learning
- Multi-Task learning
Papers:
kNN-KM
Subjects:
- Language Modeling
- Retrieval-augmented Text Generation
Papers:
MeshWalker
Subjects:
- 3D Mesh Classification / Segmentation
- Random Walks
Papers: