Favoris ; Machine learning AND Evaluation
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31 Documents
On the Surprising Behavior of Distance Metrics in High Dimensional Space (Aggarwal 2001)
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2024-03-03 About
Evaluation - LlamaIndex
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2023-09-27 About
Jerry Liu sur X : "evaluating RAG: purely evaluating retrieval metrics (MRR, precision) isn’t the whole picture - you need end-to-end response evals..."
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2023-09-26 About
Andrew Trask sur X : (about "Does a language model trained on “A is B” generalize to “B is A”?")
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2023-09-23 About
Jerry Liu sur X : "how do you get a good retrieval dataset w/o spending a ton of money on human labels? Answer: use LLMs"
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2023-08-30 About
Yann Dubois sur Twitter : "Developing chat LLMs is hard without an automated way to measure improvements 🔥It just became easier with AlpacaEval..."
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2023-06-08 About
Lex-GPT
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2023-05-27 About
Auto-Evaluator - autoevaluator.langchain.com
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2023-05-27 About
openai/evals: Evals is a framework for evaluating LLMs and LLM systems, and an open-source registry of benchmarks.
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2023-05-04 About
[2304.09848] Evaluating Verifiability in Generative Search Engines
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2023-04-23 About
Auto-Eval of Question-Answering Tasks
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2023-04-17 About
Jerry Liu sur Twitter : "To evaluate retrieval-augmented LLM’s, we can compare the query/response/source context to see if they match. We just added this to @gpt_index..."
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2023-04-11 About
[2211.09110] Holistic Evaluation of Language Models
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2022-12-06 About
AI And The Limits Of Language
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2022-08-28 About
Evaluation Measures in Information Retrieval | Pinecone
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2022-06-29 About
huggingface/evaluate: A library for easily evaluating machine learning models and datasets.
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2022-06-05 About
(((ل()(ل() 'yoav))))👾 sur Twitter : "my two cents on why NLP as a field is focusing on the ML-ish / algorithmic / leaderboard-ish aspects (incl., now, LLMs) and not on the underlying language phenomena: it is just so much easier, on so many levels."
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2021-08-30 About
[1306.6802] Evaluation Measures for Hierarchical Classification: a unified view and novel approaches
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2020-09-01 About
[1910.01348] On the Efficacy of Knowledge Distillation
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2020-06-06 About
[1804.03235] Large scale distributed neural network training through online distillation
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2020-06-06 About
[2003.08001] Realistic Re-evaluation of Knowledge Graph Completion Methods: An Experimental Study
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2020-05-15 About
[2003.08505] A Metric Learning Reality Check
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2020-05-10 About
[2004.14958] A Call for More Rigor in Unsupervised Cross-lingual Learning
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2020-05-02 About
Evaluation of sentence embeddings in downstream and linguistic probing tasks
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2018-06-27 About
[1806.06259] Evaluation of sentence embeddings in downstream and linguistic probing tasks
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2018-06-19 About
Comparing Sentence Similarity Methods
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2018-05-25 About
Improving Word Embedding Compositionality using Lexicographic Definitions
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2018-05-10 About
Improving the Compositionality of Word Embeddings (2017)
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2018-02-13 About
Towards a Seamless Integration of Word Senses into Downstream NLP Applications (2017)
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2017-10-21 About
An overview of word embeddings and their connection to distributional semantic models - AYLIEN (2016)
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2017-07-20 About
Don’t count, predict! A systematic comparison of context-counting vs. context-predicting semantic vectors (2014)
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2017-05-18 About