Yang Deng
@ydeng_dandy
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Assistant Professor @sgSMU | Prev @NUSingapore @CUHKofficial | 🚀proactive and trustworthy conversational agents 🤖
Joined April 2020
Want to know how a single parameter in LLMs is specific to certain knowledge?🧐 How severe Knowledge Superposition in LLMs really is? And whether it gets better during model version iterations? Please check our work that was recently accepted to #NeurIPS2025!
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📣 Check out our #EMNLP2025 paper on a new benchmark for LLMs as Data Science Code Debuggers 🚀
🔥Thrilled to share: our paper “Why Stop at One Error? Benchmarking LLMs as Data Science Code Debuggers for Multi-Hop and Multi-Bug Errors” was selected as an Oral at EMNLP 2025. 🥳 Paper:
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I'll be @aclmeeting and we have six in-person presentations #ACL2025NLP #acl2025 🇦🇹 I am looking for 2026fall PhD students and have several funded visiting student positions available on conversational AI, trustworthy LLM, and LLM agents @sgSMU 🇸🇬 Feel free to reach out 🍻🍻
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Thrilled to be presenting our tutorial with @z_abbasiantaeb @maliannejadi @ydeng_dandy at #SIGIR2025! 🧠 Query Understanding in LLM-based Conversational Information Seeking 🗓️ 14:00-17:30, 13 July 📍 CARRARESI, Padova Congress Center 🔗 Learn more: https://t.co/KH4CCavPf9
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📣 This tutorial is also based on our survey paper which was accepted to #ACL2025 as Oral Presentation: 🌏 “Knowledge Boundary of Large Language Models: A Survey” 📃
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📣 Excited to announce our tutorial at #SIGIR2025: 🌏 “Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access” 📆 Sunday July 13 09:00-12:30 (CET) 📍 PALLADIO B, Padova Congress Center 🇮🇹 🖥️ https://t.co/TTkc2Hx0Zw
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🚀🚀 Check out our new work on Culturally-aware RAG
🚀New Preprint Alert 🚀 Can Multimodal Retrieval Enhance Cultural Awareness in Vision-Language Models? Excited to introduce RAVENEA, a new benchmark aimed at evaluating cultural understanding in VLMs through RAG.
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If you are attending #ICLR2025 🇸🇬, it would be great to have a chat ☕
I have an opening for fully-funded 6-month visiting PhD student at SMU. Time: August 2025 - March 2026 Eligibility: PhD students from universities in Europe, North/South America, South-East Asia. Topic: NLP/LLM Email me for more details if you are interested~
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🙋🏻♂️ I'm actively recruiting for multiple fully-funded positions in my group at SUTD! Topic: NLP / LLM / Multimodal Openings: 1 x Postdoc: start date is flexible 1 x PhD: earliest batch is Spring 2026 2-3 x Visiting students: fully funded for 6-12 months. Open to Bachelor /
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I have an opening for fully-funded 6-month visiting PhD student at SMU. Time: August 2025 - March 2026 Eligibility: PhD students from universities in Europe, North/South America, South-East Asia. Topic: NLP/LLM Email me for more details if you are interested~
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Registration is now open for SSNLP 2025, with four keynotes (@mohitban47, @faeze_brh, @JustinLin610, and Nanyun Violet Peng), 13 posters, as well as a lunch buffet and afternoon tea. Due to the expenses, we can only accommodate a limited number of participants on a first-come
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SeaLLMs-Audio: Large Audio-Language Models for Southeast Asia 🎧 📢 Excited to share SeaLLMs-Audio, the multimodal (audio) extension of the SeaLLMs family. Following the release of SeaLLMs-v3 last year, we've focused on expanding to audio/speech capabilities, addressing the
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Thrilled to share Babel - a new family of open-source multilingual LLMs covering 90% of the world's population! I've talked to many people about Babel over the past few years, and many know what this project means to me. So let me share my personal thoughts instead of writing a
🚀 Excited to announce Babel, a family of open multilingual large language models designed to serve over 90% of the world’s population! 🌍 Aiming to rebuild "the Tower of Babel", we hope this open-source model can bridge linguistic gaps and empower people across diverse
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After being listed as NeurIPS2024 top reviewers ⬇️
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I'll be @emnlpmeeting presenting four papers #EMNLP2024 🏖️🏝️ I have several funded visiting research student positions available on conversational AI, trustworthy LLM, and LLM agents @sgSMU 🇸🇬 Feel free to reach out 🍻🍻
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🎉 We’re thrilled to announce SSNLP 2024!🎉Next Wed, 6 Nov for the ✨ 7 Keynotes /🎤10 Orals /📊45 Posters. Open to ALL passionate about NLP! 🌐 https://t.co/hXXqJoatHU
#NLP #Research #SingaporeSymposium
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📢📣Happy to share our new benchmark paper: ‘Unlocking Markets: A Multilingual Benchmark to Cross-Market Question Answering’ accepted to #EMNLP main! Thanks to my amazing collaborators @ydeng_dandy, Anders Søgaard, @maliannejadi ❤️ Looking forward to presenting in Miami🏖️🏝️
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We are pleased to announce that NUS IDS (Institute of Data Science) NLP-SIG Workshop for TheWebConf 2024 will be held on Friday, May 17. The seminar speakers and poster presenters will share the research developments about ML and LLMs will be included. We’re looking forward to
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I will be attending #ICLR2024 in Vienna 🇦🇹 this week with two papers: - multilingual jailbreak of LLMs ( https://t.co/aNGArUxEiF) - policy planner for dialog agent ( https://t.co/nPiZEI3u4c) Feel free to DM for a coffee chat ☕️!
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I'm looking for PhD students @sgSMU for Spring & Fall '25. Visiting students and interns are also welcomed from Fall '24. If you're interested about conversational and interactive systems with language agents, feel free to talk to me at #ICLR2024 🇦🇹 and #TheWebConf2024 🇸🇬!!
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