AI2 Reasoning Challenge
4 papers with code • 0 benchmarks • 0 datasets
Benchmarks
These leaderboards are used to track progress in AI2 Reasoning Challenge
Most implemented papers
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering
nijianmo/arc-etrr-code
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NAACL 2019
In this paper we propose a retriever-reader model that learns to attend on essential terms during the question answering process.
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models
We show that MechanisticProbe is able to detect the information of the reasoning tree from the model's attentions for most examples, suggesting that the LM indeed is going through a process of multi-step reasoning within its architecture in many cases.
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge
meetyou-ai-lab/can-mc-evaluate-llms
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We present a new question set, text corpus, and baselines assembled to encourage AI research in advanced question answering.
Alignment over Heterogeneous Embeddings for Question Answering
We propose a simple, fast, and mostly-unsupervised approach for non-factoid question answering (QA) called Alignment over Heterogeneous Embeddings (AHE).
