SOTAVerified

Sentence Completion

Papers

Showing 31–40 of 91 papers

TitleStatusHype
Numeracy from Literacy: Data Science as an Emergent Skill from Large Language Models—0
POIBERT: A Transformer-based Model for the Tour Recommendation Problem—0
Implicit causality in GPT-2: a case study—0
Crosslingual Generalization through Multitask FinetuningCode2
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question AnsweringCode1
Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models—0
DiscoSense: Commonsense Reasoning with Discourse ConnectivesCode0
Task Compass: Scaling Multi-task Pre-training with Task PrefixCode1
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot LearnersCode1
Effidit: Your AI Writing Assistant—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1CompassMTL 567M with TailorAccuracy96.1—Unverified
2CompassMTL 567MAccuracy95.6—Unverified
3DeBERTa-Large 304M (classification-based)Accuracy95.6—Unverified
4GPT-4 (10-shot)Accuracy95.3—Unverified
5LLaMA3+MoSLoRAAccuracy95—Unverified
6LLaMA-2 13B + MixLoRAAccuracy94.7—Unverified
7DeBERTa-Large 304MAccuracy94.7—Unverified
8Unicorn 11B (fine-tuned)Accuracy93.9—Unverified
9LLaMA-3 8B + MixLoRAAccuracy93.3—Unverified
10LLaMA-2 7B + MixLoRAAccuracy93.1—Unverified