Natural language understanding / machine translation / book reading

New York
Joined December 2011
I have been using this for a full month now.
Introducing OpenAgents Workspace. One workspace where all your AI agents work together, shared chat, shared files, shared browsers. Connect OpenClaw, Claude Code, Codex and more. Watch them collaborate, and work while you sleep. Open source on GitHub. Please give us a star: github.com/openagents-org/op… #OpenSource #AIAgents #MultiAgent
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Raphael Shu retweeted
Introducing OpenAgents Workspace. One workspace where all your AI agents work together, shared chat, shared files, shared browsers. Connect OpenClaw, Claude Code, Codex and more. Watch them collaborate, and work while you sleep. Open source on GitHub. Please give us a star: github.com/openagents-org/op… #OpenSource #AIAgents #MultiAgent
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Raphael Shu retweeted
My agent just shipped a feature, and another announced it on X and LinkedIn. I didn't write a word. OpenAgents Workspace automates the full loop. One workspace. Two agents. See how coding and marketing agents collaborate with each other. Try it→ github.com/openagents-org/op… #AIAgents #OpenSource #MultiAgent
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Is the 15-year MARL Era Over? My Take on the Future of Multi-Agent with LLMs I just delivered a 30-minute talk in Chinese, unpacking my key thoughts on the future of Multi-Agent systems. youtu.be/qM-MLgAqZKE?si=5Ubj… via @YouTube
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Raphael Shu retweeted
Introducing OpenAgents — the open-source framework for building AI Agent Networks. From isolated bots ➝ collaborative communities of countless numbers of agents that work, learn & grow together. The future is an internet of agents. Star us on Github for OpenAgents Day 1 badge.
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Call For Paper (Deadline approaching on October 31): AAAI 2026 Bridge Program on Advancing LLM-Based Multi-Agent Collaboration 📷 Website: multiagents.org 📷 Don’t miss your chance to share your work with a global community shaping the future of multi-agent AI.
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Workshop Website: multiagents.org Co-organizers: Alborz Geramifard(LinkedIn) @AlborzGr, Alex Marin (Thomson Reuters), Yi Zhang (AWS), Tao Yu @taoyds (HKU), Weiyan S. @shi_weiyan (Northeastern), Yusen Zhang @YusenZhangNLP (Columbia)
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Key Dates - Submission Deadline: October 31, 2025 - Acceptance Notification: November 14, 2025 - Workshop Date: January 20, 2026
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We invite submissions on topics below (but not limited to):- Interoperability & coordination across multiple agents - Knowledge sharing & memory in multi-agent systems - Scalability, robustness & governance - Applications of LLM-based multi-agent systems - Evaluation & benchmarks
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Following the success of our 2025 workshop with 180+ participants, we are excited to announce WMAC 2026, co-located with AAAI! Join us for a full-day bridge program on January 20, 2026 in Singapore, where we explore how LLMs can power the next generation of multi-agent systems.
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Happy to share our new #BLEURT-based reward optimization using a ranking-based contrastive margin loss for #NMT. We reconfirm the limitation of BLEU from our reward optimization results and human evaluation. Congrats to @raphaelshu, Kangmin Yoo. arxiv: arxiv.org/abs/2104.07541
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Pray that the auto driving car will be okay.
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Oh nice!
Replying to @raphaelshu
The authentication server seems to be down, so if you want to watch youtube, you can watch it in privacy mode.
Gmail down, can't work, Youtube down, can't play
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Raphael Shu retweeted
Summary: refining in the continuous space works for discrete output also! 😃 accepted to EMNLP 2020 (n/n)
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Raphael Shu retweeted
New work: "Iterative Refinement in the Continuous Space for Non-Autoregressive Neural Machine Translation" w/ @raphaelshu @kchonyc arxiv.org/pdf/2009.07177.pdf We propose an inference procedure for non-autoregressive NMT that refines translations *purely in the continuous space.*
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