Daniil Larionov's picture

Daniil Larionov PRO

Rexhaif

·

https://github.com/rexhaif

AI & ML interests

Active Learning, NLP, DL, Distributed Systems, Russian Language

Recent Activity

updated a dataset 14 minutes ago

Rexhaif/mlem-dataset-500k

published a dataset 15 minutes ago

Rexhaif/mlem-dataset-500k

updated a dataset about 6 hours ago

Rexhaif/mlem-dataset

View all activity

Organizations

upvoted a collection about 2 months ago

Reward Models 10-2025

A collection of great reward models for research and production • 7 items • Updated 11 days ago • 12

upvoted a paper 4 months ago

Evaluation is All You Need: Strategic Overclaiming of LLM Reasoning Capabilities Through Evaluation Design

Paper • 2506.04734 • Published Jun 5, 2025 • 20

upvoted a paper 5 months ago

When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs

Paper • 2508.11383 • Published Aug 15, 2025 • 41

upvoted 3 papers 6 months ago

Hierarchical Autoregressive Transformers: Combining Byte-~and Word-Level Processing for Robust, Adaptable Language Models

Paper • 2501.10322 • Published Jan 17, 2025 • 2

Should We Still Pretrain Encoders with Masked Language Modeling?

Paper • 2507.00994 • Published Jul 1, 2025 • 80

Does Math Reasoning Improve General LLM Capabilities? Understanding Transferability of LLM Reasoning

Paper • 2507.00432 • Published Jul 1, 2025 • 79

upvoted a collection 8 months ago

SynthDetoxM

Data and models from NAACL 2025 paper "SynthDetoxM: Modern LLMs are Few-Shot Parallel Detoxification Data Annotators" by Moskovskiy et al. • 4 items • Updated Mar 6, 2025 • 4

upvoted a collection 9 months ago

EuroLLM

8 items • Updated 20 days ago • 41

upvoted 2 papers 9 months ago

Model Merging in LLMs, MLLMs, and Beyond: Methods, Theories, Applications and Opportunities

Paper • 2408.07666 • Published Aug 14, 2024 • 3

DeepSeek vs. o3-mini: How Well can Reasoning LLMs Evaluate MT and Summarization?

Paper • 2504.08120 • Published Apr 10, 2025 • 3

upvoted a collection 9 months ago

Llama 4

Llama 4 release • 13 items • Updated Apr 29, 2025 • 677

upvoted 3 collections 10 months ago

PreCOMET

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, 2025 • 2

PWESuite

Phonetic Word Embeddings • 3 items • Updated Feb 20, 2025 • 1

COMET-early-exit

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, 2025 • 2

upvoted 6 papers 10 months 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, 2025 • 2