SOTAVerified

Language Modelling

A language model is a model of natural language. Language models are useful for a variety of tasks, including speech recognition, machine translation, natural language generation (generating more human-like text), optical character recognition, route optimization, handwriting recognition, grammar induction, and information retrieval.

Large language models (LLMs), currently their most advanced form, are predominantly based on transformers trained on larger datasets (frequently using words scraped from the public internet). They have superseded recurrent neural network-based models, which had previously superseded the purely statistical models, such as word n-gram language model.

Source: Wikipedia

Papers

Showing 110 of 17610 papers

TitleStatusHype
Visual-Language Model Knowledge Distillation Method for Image Quality Assessment0
The Generative Energy Arena (GEA): Incorporating Energy Awareness in Large Language Model (LLM) Human Evaluations0
Inverse Reinforcement Learning Meets Large Language Model Post-Training: Basics, Advances, and Opportunities0
VisionThink: Smart and Efficient Vision Language Model via Reinforcement LearningCode0
Making Language Model a Hierarchical Classifier and GeneratorCode0
Is This Just Fantasy? Language Model Representations Reflect Human Judgments of Event Plausibility0
Describe Anything Model for Visual Question Answering on Text-rich ImagesCode1
Assay2Mol: large language model-based drug design using BioAssay contextCode0
InstructFLIP: Exploring Unified Vision-Language Model for Face Anti-spoofingCode1
KisMATH: Do LLMs Have Knowledge of Implicit Structures in Mathematical Reasoning?0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Smaller Transformer 126M (pre-trained)Test perplexity33Unverified
2OPT 125MTest perplexity32.26Unverified
3Larger Transformer 771M (pre-trained)Test perplexity28.1Unverified
4OPT 1.3BTest perplexity19.55Unverified
5GPT-Neo 125MTest perplexity17.83Unverified
6OPT 2.7BTest perplexity17.81Unverified
7Smaller Transformer 126M (fine-tuned)Test perplexity12Unverified
8GPT-Neo 1.3BTest perplexity11.46Unverified
9Transformer 125MTest perplexity10.7Unverified
10GPT-Neo 2.7BTest perplexity10.44Unverified