Semanlink - Information retrieval ; NLP tasks / problems AND Transformers

Impression

Recherche de Mot-clé

Recherche de Doc

Préférences...

Information retrieval ; NLP tasks / problems AND Transformers

Descendants partagés

39 Documents

Yangqing Jia sur X : "The new ChatGPT search... Try searching with "what did the most popular post in hacker news say today?"

Tags:

2024-05-03 A propos

raphaelsrty sur X : "My personal Knowledge Base made to the front page of HackerNews today..."

Tags:

2024-03-23 A propos

An efficient long-text semantic retrieval approach via utilizing presentation learning on short-text | Complex & Intelligent Systems (2023)

Tags:

2024-01-31 A propos

Jerry Liu sur X : "This might be the first time ChatGPT (+@jxnlco) helped us come up with a better retrieval algorithm for RAG..."

Tags:

2023-08-28 A propos

Yi Ding -- prod/acc sur X : "First is best for retrieval when using ChatGPT models."

Tags:

2023-08-23 A propos

ChatGPT and Elasticsearch: A plugin to use ChatGPT with your Elastic data | Elastic Blog

Tags:

2023-07-07 A propos

Notebook by OpenAI which demos a Q&A workflow using ChatGPT API· openai/openai-cookbook

Tags:

2023-04-15 A propos

openai/chatgpt-retrieval-plugin: The ChatGPT Retrieval Plugin

Tags:

2023-04-13 A propos

Domain Adaptation with Generative Pseudo-Labeling (GPL) | Pinecone

Tags:

2023-04-09 A propos

Classifying long textual documents (up to 25 000 tokens) using BERT | by Sinequa | (2020)

Tags:

2023-04-07 A propos

Sinequa Brings the Power of ChatGPT to the Enterprise With Neural Search

Tags:

2023-04-07 A propos

Jo Kristian Bergum sur Twitter : "Do GTP embeddings work for our domain?"

Tags:

2023-04-07 A propos

Jo Kristian Bergum sur Twitter : "The movement around connecting LLMs with your data via retrieval augmentation seems to lack a focus on retrieval quality."

Tags:

2023-04-07 A propos

[2009.13013] SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval

Tags:

2023-04-06 A propos

Release v1.15.0 · deepset-ai/haystack

Tags:

2023-03-30 A propos

whitead/paper-qa: LLM Chain for answering questions from documents with citations

Tags:

2023-03-29 A propos

raphaelsty.github.io/knowledge demo

Tags:

2023-03-15 A propos

Chatbots Gone Wild, Surveillance Takes Hold, Rules for Military AI, Robot Training Streamlined

Tags:

2023-02-23 A propos

‘I want to destroy whatever I want’: Bing’s AI chatbot unsettles US reporter | Artificial intelligence (AI) | The Guardian

Tags:

Bing+ChatGPT

2023-02-18 A propos

Tags:

perplexity.ai

2023-01-20 A propos

Multilingual Sentence Transformers | Pinecone

Tags:

2023-01-13 A propos

You.com | The AI Search Engine You Control

Tags:

2023-01-03 A propos

Akari Asai sur Twitter : "Can we solely rely on LLMs’ memories (eg replace search w ChatGPT)? Probably not... Our analysis shows how retrieval is complementary to LLMs’ parametric knowledge..."

Tags:

2022-12-21 A propos

[2205.11498] Domain Adaptation for Memory-Efficient Dense Retrieval

Tags:

2022-09-26 A propos

[2205.00820] Entity-aware Transformers for Entity Search

Tags:

2022-07-12 A propos

BERTopic: The Future of Topic Modeling | Pinecone

Tags:

2022-05-12 A propos

NAVER LABS Europe : "@Nils_Reimers of @huggingface on 'Unsupervised domain adaptation for neural search'"

Tags:

2022-03-09 A propos

Domain Transfer with BERT | Pinecone

Tags:

2022-01-04 A propos

Making the Most of Data: Augmentation with BERT | Pinecone

Tags:

2021-12-18 A propos

[2112.07577] GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval

Tags:

An unsupervised domain adaptation technique for dense retrieval models

1. synthetic queries
are generated for each passage from the target corpus (using an existing pre-trained [T5](tag:text_to_text_transfer_transformer)
encoder-decoder)
2. the generated queries are used for mining negative
passages (retrieving the most similar
paragraphs using an existing dense retrieval
model == hard negatives!)
3. the query-passage pairs are labeled by a cross-encoder and used to train the domain-adapted
dense retriever (using method described in [Hofstätter et al.,
2020](doc:2021/12/2010_02666_improving_efficien))

[Nils Reimers sur Twitter](doc:2021/12/nils_reimers_sur_twitter_do_), [GitHub](https://github.com/UKPLab/gpl),  by the author of [TSDAE](doc:2021/09/2104_06979_tsdae_using_trans)

Claims to improve "Doc2Query" [Document Expansion by Query Prediction](doc:2022/01/1904_08375_document_expansion): ([src](https://twitter.com/KexinWang2049/status/1471435779415150598))

> - GPL: Uses doc2query to construct synthetic data and does knowledge distillation (i.e. training) on that data.
> - Doc2query: Generates queries to extend the documents and use BM25 on top of them w/o training.

2021-12-15 A propos

Unsupervised Training for Sentence Transformers | Pinecone

Tags:

2021-11-24 A propos

Multilingual Sentence Transformers | Pinecone

Tags:

2021-11-04 A propos

[2010.06467] Pretrained Transformers for Text Ranking: BERT and Beyond

Tags:

2021-07-09 A propos

Finding similar documents with transformers · Codegram

Tags:

2020-07-10 A propos

[1911.03814] Scalable Zero-shot Entity Linking with Dense Entity Retrieval

Tags:

2020-05-02 A propos

Elasticsearch meets BERT: Building Search Engine with Elasticsearch and BERT

Tags:

2020-01-10 A propos

Joint Intent Classification and Slot Filling with Transformers (Jupyter Notebook Viewer)

Tags:

2020-01-09 A propos

[1902.10909] BERT for Joint Intent Classification and Slot Filling

Tags:

2020-01-09 A propos

[1908.10084] Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Tags:

2019-08-28 A propos