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DiscoLoop: Looping Discrete Embeddings and Continuous Hidden States for Multi-hop Reasoning
DiscoLoop combines discrete embeddings and continuous hidden states in looping transformers to fix representational misalignment, enabling near-perfect multi-hop reasoning with faster training and stronger pretraining performance.
Sydney Poster Session 1, Tue, Dec 8, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026
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AI panel: 14 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 2/5