YerbaPage (Yuling)

reacted to their post with 👀🔥🤗 about 2 months ago

Post

5319

Why your LLM agent starts "forgetting" things? 🤯

New survey breaks down everything about context compression for long-horizon agents 📚

- what to compress
- how to compress it
- who decides when

Plus a curated paper collection to go with it ⭐

📄 Paper: https://doi.org/10.20944/preprints202605.2065.v1
⭐ Repo: https://github.com/YerbaPage/Awesome-Agent-Context-Compression

posted an update about 2 months ago

Post

5319

Why your LLM agent starts "forgetting" things? 🤯

New survey breaks down everything about context compression for long-horizon agents 📚

- what to compress
- how to compress it
- who decides when

Plus a curated paper collection to go with it ⭐

📄 Paper: https://doi.org/10.20944/preprints202605.2065.v1
⭐ Repo: https://github.com/YerbaPage/Awesome-Agent-Context-Compression

reacted to their post with 👀🔥🤗 6 months ago

Post

2187

🔥 SWE-Pruner can save up to 40% of your Claude Code cost without sacrificing performance. Try it out!

📚 SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents (2601.16746)
💻 https://github.com/Ayanami1314/swe-pruner

Drawing inspiration from how human programmers “selectively skim” source code during development and debugging, SWE-Pruner performs task-aware adaptive pruning for long contexts.

posted an update 6 months ago

Post

2187

🔥 SWE-Pruner can save up to 40% of your Claude Code cost without sacrificing performance. Try it out!

📚 SWE-Pruner: Self-Adaptive Context Pruning for Coding Agents (2601.16746)
💻 https://github.com/Ayanami1314/swe-pruner

Drawing inspiration from how human programmers “selectively skim” source code during development and debugging, SWE-Pruner performs task-aware adaptive pruning for long contexts.

replied to their post 10 months ago

Thanks!

reacted to their post with 🚀👀❤️🔥 10 months ago

Post

8978

How to compress long code context? 📚

Check out our LongCodeZip! Paper just got accepted to ASE 2025. 🔥

Code: https://github.com/YerbaPage/LongCodeZip
Paper: LongCodeZip: Compress Long Context for Code Language Models (2510.00446)

4 replies

·

posted an update 10 months ago

Post

8978

How to compress long code context? 📚

Check out our LongCodeZip! Paper just got accepted to ASE 2025. 🔥

Code: https://github.com/YerbaPage/LongCodeZip
Paper: LongCodeZip: Compress Long Context for Code Language Models (2510.00446)

4 replies

·

reacted to their post with 🤗👀🔥 11 months ago

Post

2634

Announcing our new work on "Repository Level Question Answering"! 🎉

We introduce SWE-QA, a repository-level code QA benchmark with 576 real-world questions that require a deep understanding of the entire codebase to answer.

Curious about the limits of today's LLMs on complex codebases? Check out our paper and open-source data! 💻🧠

Link 👇

https://arxiv.org/pdf/2509.14635
https://github.com/peng-weihan/SWE-QA-Bench

#LLM #AI #SoftwareEngineering #Benchmark

posted an update 11 months ago

Post

2634

Announcing our new work on "Repository Level Question Answering"! 🎉

We introduce SWE-QA, a repository-level code QA benchmark with 576 real-world questions that require a deep understanding of the entire codebase to answer.

Curious about the limits of today's LLMs on complex codebases? Check out our paper and open-source data! 💻🧠

Link 👇

https://arxiv.org/pdf/2509.14635
https://github.com/peng-weihan/SWE-QA-Bench

#LLM #AI #SoftwareEngineering #Benchmark

reacted to their post with 👀🚀 11 months ago

Post

1462

Are LLMs just memorizing benchmarks?

We developed LastingBench to stop the "cheating" and ensure fair AI evaluation.

Our LastingBench has been accepted to #EMNLP2025 Findings! 🎉

Paper: https://arxiv.org/abs/2506.21614
Code: https://github.com/Seriousss/LastingBench

#NLP #EMNLP2025

Yuling

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Yuling

AI & ML interests

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