How to Build an Open-Domain Question Answering System?

Linking pages

Prompt Engineering | Lil'Log https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/ 59 comments
Contrastive Representation Learning | Lil'Log https://lilianweng.github.io/posts/2021-05-31-contrastive/ 10 comments
Controllable Neural Text Generation | Lil'Log https://lilianweng.github.io/posts/2021-01-02-controllable-text-generation/ 0 comments
Extrinsic Hallucinations in LLMs | Lil'Log https://lilianweng.github.io/posts/2024-07-07-hallucination/ 0 comments

Linked pages

OpenAI API https://beta.openai.com 307 comments
[2005.14165] Language Models are Few-Shot Learners https://arxiv.org/abs/2005.14165 201 comments
GitHub - facebookresearch/faiss: A library for efficient similarity search and clustering of dense vectors. https://github.com/facebookresearch/faiss 100 comments
[1810.04805] BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding https://arxiv.org/abs/1810.04805 25 comments
[2002.08909] REALM: Retrieval-Augmented Language Model Pre-Training https://arxiv.org/abs/2002.08909 13 comments
A (Long) Peek into Reinforcement Learning | Lil'Log https://lilianweng.github.io/posts/2018-02-19-rl-overview/ 8 comments
The Stanford Question Answering Dataset https://rajpurkar.github.io/SQuAD-explorer/ 4 comments
tf–idf - Wikipedia https://en.wikipedia.org/wiki/Tf%E2%80%93idf 3 comments
Vector space model - Wikipedia http://en.wikipedia.org/wiki/vector_space_model 2 comments
[1910.10683] Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer https://arxiv.org/abs/1910.10683 1 comment
[1906.05807] Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index https://arxiv.org/abs/1906.05807 0 comments
GitHub - facebookresearch/DrQA: Reading Wikipedia to Answer Open-Domain Questions https://github.com/facebookresearch/DrQA 0 comments
J! Archive http://j-archive.com/ 0 comments
[2005.11401] Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks https://arxiv.org/abs/2005.11401 0 comments
[1902.01718] End-to-End Open-Domain Question Answering with BERTserini https://arxiv.org/abs/1902.01718 0 comments
Okapi BM25 - Wikipedia https://en.wikipedia.org/wiki/Okapi_BM25 0 comments
Faiss: A library for efficient similarity search - Engineering at Meta https://engineering.fb.com/2017/03/29/data-infrastructure/faiss-a-library-for-efficient-similarity-search/ 0 comments
Controllable Neural Text Generation | Lil'Log https://lilianweng.github.io/posts/2021-01-02-controllable-text-generation/ 0 comments