Tenghao Huang
@TenghaoHuang45
Ph.D. Candidate @USC ｜B.S. @UNC | Intern @microsoft @ibm @amazon | LLM Agent & Creativity 🤖 📖💡🏅
Thrilled to share that our paper Are Large Language Models Capable of Generating Human-Level Narratives? has been awarded the Outstanding Paper Award at #EMNLP2024! Huge thanks to my co-authors @yufei_t @AlexanderSpangh @muhao_chen @jonathanmay @VioletNPeng !
Announcing the 20 **Outstanding Papers** for #EMNLP2024
Check out our #EMNLP2024 paper on LLM storytelling! Spoiler: No need to fear LLMs sweeping the Nobel Prize in Literature just yet! 🎭
🤔Could LLMs one day win the Nobel Prize 🏆in literature? 🚀 Thrilled to share our latest paper at #EMNLP2024: "Are Large Language Models Capable of Generating Human-Level Narratives?" 📚✨ If you have ever asked LLMs for an interesting story and felt something was off, you’re…
Have you noticed… 🔍 Aligned LLM generations feel less diverse? 🎯 Base models are decoding-sensitive? 🤔 Generations get more predictable as they progress? 🌲 Tree search fails mid-generation (esp. for reasoning)? We trace these mysteries to LLM probability concentration, and…
Can LLM guardrails think twice before deciding? ✨ Check out our #ACL2025 paper: THINKGUARD — a critique-augmented safety guardrail! ✅ Structured critiques ✅ Interpretable decisions ✅ Robust against adversarial prompts 📑 arxiv.org/abs/2502.13458 🧵[1/n]
“Creative Planning” is essentially: How can we learn to reason and plan in subjective tasks where the reward signal is not clear (I.e. not math/coding)? Please see our website for slides, video and more updates! naacl-creative-planning-tutorial.net Slides: docs.google.com/presentation/d…
Heyy NAACL 2025! What do 📰 journalism, 🎵 music lyric composition, ⚖️ legal writing, 💭 psychological counseling and 🍽️ menu design all have in common? Please come by and see our tutorial, Creative Planning, with @VioletNPeng @TenghaoHuang45 @PhilippeLaban
I hope that “r” in NeurIPS does not stand for racism.
It is just so sad that the #NeurIPS2024 main conference ended with such a racist remark by a faculty when talking about ethics. How ironic! I also want to commend the Chinese student who spoke up right on spot. She was respectful, decent, and courageous. Her response was…
✨✨✨Hello everyone, I’m on the faculty job market this year.✨✨✨ I’m completing my PhD at USC, where I study agentic planning in creative contexts. But before I get deeper into my research, I really want to tell you a little bit about myself :)
Excited to have our tutorial on Creative Planning with LLMs accepted at NAACL 2025! with @PhilippeLaban @TenghaoHuang45 @VioletNPeng DM me/comment if you have/know of any work you think is relevant to include. Here is our abstract: The use of large language models (LLMs) in…
Thrilled, grateful, and humbled to have won 3 outstanding paper awards at #EMNLP2024!!! Not even in my wildest dreams. Immense thanks to my amazing students and collaborators! All three works are on evaluating LLM’ abilities in creative narrative generation. 🧵👇
Big congrats 🎉🎊🍾 to UCLA PLUS lab @VioletNPeng and collaborators won 3! !outstanding paper awards at #EMNLP2024 👏👏👏