SOTAVerified

Sentence Completion

Papers

Showing 5160 of 91 papers

TitleStatusHype
Improving Sentence Completion in Dialogues with Multi-Modal Features0
Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling0
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection0
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models0
Language Models as a Knowledge Source for Cognitive Agents0
Learning Better Sentence Representation with Syntax Information0
Learning Word Representations with Hierarchical Sparse Coding0
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models0
On-Device detection of sentence completion for voice assistants with low-memory footprint0
Personalized word representations Carrying Personalized Semantics Learned from Social Network Posts0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CompassMTL 567M with TailorAccuracy96.1Unverified
2CompassMTL 567MAccuracy95.6Unverified
3DeBERTa-Large 304M (classification-based)Accuracy95.6Unverified
4GPT-4 (10-shot)Accuracy95.3Unverified
5LLaMA3+MoSLoRAAccuracy95Unverified
6LLaMA-2 13B + MixLoRAAccuracy94.7Unverified
7DeBERTa-Large 304MAccuracy94.7Unverified
8Unicorn 11B (fine-tuned)Accuracy93.9Unverified
9LLaMA-3 8B + MixLoRAAccuracy93.3Unverified
10LLaMA-2 7B + MixLoRAAccuracy93.1Unverified