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nthakur 

authored 3 papers 2 months ago

FreshStack: Building Realistic Benchmarks for Evaluating Retrieval on Technical Documents

Paper • 2504.13128 • Published Apr 17 • 6

Chatbot Arena Meets Nuggets: Towards Explanations and Diagnostics in the Evaluation of LLM Responses

Paper • 2504.20006 • Published Apr 28

Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval

Paper • 2505.16967 • Published May 22 • 23

crystina-z 

authored a paper 2 months ago

Fixing Data That Hurts Performance: Cascading LLMs to Relabel Hard Negatives for Robust Information Retrieval

Paper • 2505.16967 • Published May 22 • 23

nthakur 

posted an update 4 months ago

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1716

Last year, I curated & generated a few multilingual SFT and DPO datasets by translating English SFT/DPO datasets into 9-10 languages using the mistralai/Mistral-7B-Instruct-v0.2 model.

I hope it helps the community for pretraining/instruction tuning multilingual LLMs! I added a small diagram to briefly describe which datasets are added and their sources.

Happy to collaborate in either using these datasets for instruction FT, or wishes to extend translated versions of newer SFT/DPO english datasets!

nthakur/multilingual-sft-and-dpo-datasets-67eaf56fe3feca5a57cf7d74

See translation

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crystina-z 

authored 12 papers 5 months ago

Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face

Paper • 2302.14534 • Published Feb 28, 2023

Zero-Shot Listwise Document Reranking with a Large Language Model

Paper • 2305.02156 • Published May 3, 2023 • 2

Evaluating Embedding APIs for Information Retrieval

Paper • 2305.06300 • Published May 10, 2023 • 1

GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration

Paper • 2306.01481 • Published Jun 2, 2023 • 2

What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations

Paper • 2311.18812 • Published Nov 30, 2023

NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation

Paper • 2312.11361 • Published Dec 18, 2023 • 1

Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval

Paper • 2108.08787 • Published Aug 19, 2021

HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution

Paper • 2307.16883 • Published Jul 31, 2023

Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages

Paper • 2210.09984 • Published Oct 18, 2022 • 2

FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture

Paper • 2406.11030 • Published Jun 16, 2024

Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models

Paper • 2310.07712 • Published Oct 11, 2023 • 1

MMTEB: Massive Multilingual Text Embedding Benchmark

Paper • 2502.13595 • Published Feb 19 • 38

nthakur 

authored a paper 5 months ago

MMTEB: Massive Multilingual Text Embedding Benchmark

Paper • 2502.13595 • Published Feb 19 • 38

crystina-z 

in miracl/miracl 7 months ago

German language? Model card vs. description and paper

3

#3 opened about 1 year ago by

PhilipMay

crystina-z 

updated a dataset 7 months ago

miracl/miracl

Updated Dec 29, 2024 • 1.43k • 61