Daniil Larionov

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upvoted 3 collections about 1 month ago

PreCOMET

Collection

COMET-like models for MT evaluation that predict some scores given only the source segment. https://github.com/zouharvi/subset2evaluate • 8 items • Updated Feb 25 • 2

PWESuite

Collection

Phonetic Word Embeddings • 3 items • Updated Feb 20 • 1

COMET-early-exit

Collection

Models introduced in the paper Early-Exit and Instant Confidence Translation Quality Estimation https://github.com/zouharvi/COMET-early-exit • 4 items • Updated Feb 21 • 2

upvoted 9 papers about 1 month ago

PWESuite: Phonetic Word Embeddings and Tasks They Facilitate

Paper • 2304.02541 • Published Apr 5, 2023 • 2

A Formal Perspective on Byte-Pair Encoding

Paper • 2306.16837 • Published Jun 29, 2023 • 3

RELIC: Investigating Large Language Model Responses using Self-Consistency

Paper • 2311.16842 • Published Nov 28, 2023 • 1

Quality and Quantity of Machine Translation References for Automated Metrics

Paper • 2401.01283 • Published Jan 2, 2024 • 1

Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains

Paper • 2402.18747 • Published Feb 28, 2024 • 1

How to Select Datapoints for Efficient Human Evaluation of NLG Models?

Paper • 2501.18251 • Published Jan 30 • 2

Leveraging Neural Machine Translation for Word Alignment

Paper • 2103.17250 • Published Mar 31, 2021 • 1

Early-Exit and Instant Confidence Translation Quality Estimation

Paper • 2502.14429 • Published Feb 20 • 4

Evaluating Optimal Reference Translations

Paper • 2311.16787 • Published Nov 28, 2023 • 1

upvoted a collection about 2 months ago

C4AI Aya Expanse

Collection

Aya Expanse is an open-weight research release of a model with highly advanced multilingual capabilities. • 4 items • Updated Mar 2 • 38

upvoted a paper 3 months ago

Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6, 2024 • 61

upvoted a collection 5 months ago

steiner-preview

Collection

Reasoning models trained on synthetic data using reinforcement learning. • 3 items • Updated Oct 20, 2024 • 32

upvoted 4 papers 8 months ago

In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation

Paper • 2408.00397 • Published Aug 1, 2024 • 12

EffEval: A Comprehensive Evaluation of Efficiency for MT Evaluation Metrics

Paper • 2209.09593 • Published Sep 20, 2022 • 1

xCOMET-lite: Bridging the Gap Between Efficiency and Quality in Learned MT Evaluation Metrics

Paper • 2406.14553 • Published Jun 20, 2024 • 2

Characterizing Prompt Compression Methods for Long Context Inference

Paper • 2407.08892 • Published Jul 11, 2024 • 11

upvoted a paper about 1 year ago

The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 612