ScholarCopilot: Training Large Language Models for Academic Writing with Accurate Citations
Paper
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2504.00824
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Published
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40
Castorini
university
AI & ML interests
Deep learning for natural language processing and information retrieval at the University of Waterloo.
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MrLight
authored
a
paper
21 days ago
Post
1575
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
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
crystina-z
authored
12
papers
about 2 months ago
Spacerini: Plug-and-play Search Engines with Pyserini and Hugging Face
Paper
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2302.14534
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Published
Zero-Shot Listwise Document Reranking with a Large Language Model
Paper
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2305.02156
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Published
•
2
Evaluating Embedding APIs for Information Retrieval
Paper
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2305.06300
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Published
•
1
GAIA Search: Hugging Face and Pyserini Interoperability for NLP Training Data Exploration
Paper
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2306.01481
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Published
•
1
What Do Llamas Really Think? Revealing Preference Biases in Language Model Representations
Paper
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2311.18812
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Published
NoMIRACL: Knowing When You Don't Know for Robust Multilingual Retrieval-Augmented Generation
Paper
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2312.11361
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Published
•
1
Mr. TyDi: A Multi-lingual Benchmark for Dense Retrieval
Paper
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2108.08787
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Published
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution
Paper
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2307.16883
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Published
Making a MIRACL: Multilingual Information Retrieval Across a Continuum of Languages
Paper
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2210.09984
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Published
•
2
FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture
Paper
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2406.11030
•
Published
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
Paper
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2310.07712
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Published
MMTEB: Massive Multilingual Text Embedding Benchmark
Paper
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2502.13595
•
Published
•
34
MrLight
authored
5
papers
about 2 months ago
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models
Paper
•
2310.07712
•
Published
PixelWorld: Towards Perceiving Everything as Pixels
Paper
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2501.19339
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Published
•
17
DRAMA: Diverse Augmentation from Large Language Models to Smaller Dense Retrievers
Paper
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2502.18460
•
Published
•
3
Document Screenshot Retrievers are Vulnerable to Pixel Poisoning Attacks
Paper
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2501.16902
•
Published
•
1
VISA: Retrieval Augmented Generation with Visual Source Attribution
Paper
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2412.14457
•
Published
nthakur
authored
a
paper
about 2 months ago