RWKV-7 "Goose" with Expressive Dynamic State Evolution (2025 · 23 citations)
Transformers become expensive on long inputs because their key-value cache grows with sequence length. Recurrent alternatives keep a fixed-size state but have struggled to match Transformer quality and expressiveness. This paper introduces RWKV-7 "Goose", an RNN that uses constant memory and constant per-token…
YNU-HPCC at SemEval-2018 Task 3: Ensemble Neural Network Models for Irony Detection on Twitter (2018 · 14 citations)
The paper describes the YNU-HPCC system for SemEval-2018 Task 3, which asks whether English tweets are ironic.
Topology-Enhanced Alignment for Large Language Models: Trajectory Topology Loss and Topological Preference Optimization (2026)
Common LLM alignment objectives (SFT, RLHF, DPO) optimise token likelihoods or scalar preference scores. They place no constraint on how hidden representations move from a prompt to a response. The authors treat generation as a path through hidden space and regularise that path with 0-dimensional persistent homology.

Co-authors here

7 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 25 times (of the 149,439 papers whose bibliographies we read); 7 citing papers with a page here →.

Updated 1 November 2026