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Yining Lu

@yininglu.bsky.social
36 followers 187 following 16 posts

Second year CS PhD student @notredame.bsky.social | Intern: Amazon | Prev: @jhuclsp.bsky.social yining610.github.io

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Yining Lu @yininglu.bsky.social · 12/11/2025
📣 My first system paper 📣 We built a decentralized RAG system that solves data reliability challenges in real-world settings. The sources provided by each data owner will be securely managed and scored on the blockchain. 🔗 Paper link: arxiv.org/abs/2511.07577
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Yining Lu @yininglu.bsky.social · 16/09/2025
✴️ Pleased to introduce our new paper yining610.github.io/dynamic-rew... - Rebalance multiobjectives during training through dynamic reward weighting - Build Pareto-dominant front over static baselines across online RL algorithms, datasets, and model families - Faster convergence rate 1/8
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Yining Lu @yininglu.bsky.social · 25/07/2025
Can't make it to #ACL2025 this year, but for people interested in RL for factuality and textual decomposition, please check out our paper! TL;DR: We found a mismatch between the decomposition policy and LLM verifier, and propose a dynamic training paradigm to bridge the gap.
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Yining Lu @yininglu.bsky.social · 16/05/2025
Pleased to share that two papers were accepted to #ACL2025 main! Huge congratulations to all collaborators for the hard work and time we put in together! 1. Dynamic Decomposition: arxiv.org/abs/2503.15354 2. RATIONALYST: arxiv.org/abs/2410.01044 Both works study the mulit-model collobration!
arxiv.org
Optimizing Decomposition for Optimal Claim Verification
Current research on the \textit{Decompose-Then-Verify} paradigm for evaluating the factuality of long-form text typically treats decomposition and verification in isolation, overlooking their interact...
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Yining Lu @yininglu.bsky.social · 02/05/2025
Quick reminder that our paper, Benchmarking Language Model Creativity: A Case Study on Code Generation, will be presented today! 📅 11AM-12:30PM, Fri, May 2 📍 Hall 3 📝 arxiv.org/abs/2407.09007 🎥 www.youtube.com/watch?v=v1c...
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Reposted by Yining Lu
Daniel Khashabi @danielkhashabi.bsky.social · 28/04/2025
Highlighting our #NAACL2025 papers 🧵🧵🧵
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Yining Lu @yininglu.bsky.social · 28/04/2025
I will be at #NAACL2025 to present our LLM creativity benchmark. Drop by if interested (Poster Session 8, Fri, May 2)! I'd love to chat about RL and its interpretability, data influence for post-training, CogSci for LLM. Feel free to reach out and let's have some coffee together ☕ !
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Daniel Khashabi @danielkhashabi.bsky.social · 28/04/2025
A video teaser of @Yining__Lu 's paper: www.youtube.com/watch?v=v1c...
youtube.com
Benchmarking Language Model Creativity: A Case Study on Code Generation --- NAACL 2025 (Yining Lu)
Yining Lu: https://yining610.github.io/ Based on the following paper: https://arxiv.org/abs/2407.09007 As LLMs become increasingly prevalent, it is interesti...
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Reposted by Yining Lu
dchiang.bsky.social @dchiang.bsky.social · 08/03/2025
Midwest Speech and Language Days will be held Apr 15-16 at @NotreDame! Abstract submissions are due Mar 20, and registration deadline is Mar 27. Financial assistance for students (lodging, poster printing) is available. nlp.nd.edu/msld25
nlp.nd.edu
Midwest Speech and Language Days 2025
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Maria Antoniak @mariaa.bsky.social · 04/11/2024
A starter pack for #NLP #NLProc researchers! 🎉 go.bsky.app/SngwGeS
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