Santiago Viquez
santiviquez
AI & ML interests
ML @ NannyML. A bit of everything. NLP, RL, and, of course, tabular. In the GenAI era, how can you not love tabular data? Educational content and OSS.
Articles
Organizations
Posts
24
Collections
1
Collection of LLM hallucination and evaluation papers that I've been exploring and implementing. Some of them have my comments and annotated doodles.
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Looking for a Needle in a Haystack: A Comprehensive Study of Hallucinations in Neural Machine Translation
Paper • 2208.05309 • Published • 1 -
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models
Paper • 2305.13711 • Published • 2 -
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
Paper • 2302.09664 • Published • 2 -
BARTScore: Evaluating Generated Text as Text Generation
Paper • 2106.11520 • Published • 1
models
19
santiviquez/flan-t5-small-ppo
Reinforcement Learning
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Updated
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1
santiviquez/reward_modeling_anthropic_hh
Text Classification
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Updated
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6
santiviquez/quora-qa-flan-t5-small
Text2Text Generation
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Updated
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13
santiviquez/t5-small-finetuned-samsum-en
Summarization
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Updated
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4
santiviquez/bart-base-finetuned-samsum-en
Summarization
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Updated
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18
santiviquez/amazon-reviews-sentiment-bert-base-uncased-6000-samples
Updated
santiviquez/amazon-reviews-sentiment-distilbert-base-uncased-6000-samples
Text Classification
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Updated
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9
santiviquez/amazon-reviews-finetuning-distilbert-base-uncased
Text Classification
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Updated
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7
santiviquez/amazon-reviews-finetuning-distilbert-base-uncased_books
Text Classification
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Updated
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6
santiviquez/amazon-reviews-finetuning-bert-base-sentiment
Text Classification
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Updated
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