#ConstrainedDecoding - Tagar Twitter

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4/4 On symbolic reasoning benchmarks like GSM-symbolic and FOLIO, CRANE achieves: 📈 Up to +10% accuracy over prior constrained decoding methods #ICML2025 #LLM #ConstrainedDecoding #FormalMethods

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Lin Tan @Lin0Tan

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At #ICRA2025? Check out my student Yi @yiwu5cs’s talk (TuCT1.4) at 3:30PM Tuesday in Room 302 at the Award Finalists 3 Session about how SELP Generates Safe and Efficient Plans for #Robot #Agents with #LLMs! #ConstrainedDecoding #LLMPlanner @ieee_ras_icra @PurdueCS @anikbera

Lin Tan @Lin0Tan

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Our SELP paper is an #ICRA25 Best Paper Award Finalist, among a selected few from 4,153 submissions! 🏆 Proud of my PhD student @yiwu5cs & the team! https://t.co/FcRfWmY4GD #robotics #LLM #ConstrainedDecoding #Agent #LLMPlanner @PurdueCS @anikbera @ieee_ras_icra

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Lin Tan @Lin0Tan

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Our SELP paper is an #ICRA25 Best Paper Award Finalist, among a selected few from 4,153 submissions! 🏆 Proud of my PhD student @yiwu5cs & the team! https://t.co/FcRfWmY4GD #robotics #LLM #ConstrainedDecoding #Agent #LLMPlanner @PurdueCS @anikbera @ieee_ras_icra

Lin Tan @Lin0Tan

hampir 2 tahun yang lalu

Introducing our first #ICRA2025 paper, SELP (Safe Efficient LLM Planner), a method for generating plans for robot agents that adhere to user constraints while optimizing for time-efficient execution. 🔗 Preprint: https://t.co/K1a1hzQJHy #LLMs #Robotics #Agent

Lin0Tan's tweet photo. Introducing our first #ICRA2025 paper, SELP (Safe Efficient LLM Planner), a method for generating plans for robot agents that adhere to user constraints while optimizing for time-efficient execution. 🔗 Preprint: https://t.co/K1a1hzQJHy
#LLMs #Robotics #Agent https://t.co/8cRzhEFTi9

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Dean Carignan @DeanCarignan

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A creative use of constrained decoding to improve LLMs' capabilities for multi-step planning. Great to see novel applications like this for decoding techniques. Congrats to @ShamiikRoy , @sailiks , @DX89B , Saab Mansour, Arshit Gupta! #ConstrainedDecoding

Shamik Roy @ShamiikRoy

lebih dari 2 tahun yang lalu

Delighted to share our latest paper from @AmazonScience, "FLAP: Flow Adhering Planning with Constrained Decoding in LLMs", which just got accepted to #NAACL2024 main! Work done in collaboration with my exceptional teammates @sailiks , @DX89B , Saab, and Arshit. 1/🧵

ShamiikRoy's tweet photo. Delighted to share our latest paper from @AmazonScience, "FLAP: Flow Adhering Planning with Constrained Decoding in LLMs", which just got accepted to #NAACL2024 main!

Work done in collaboration with my exceptional teammates @sailiks , @DX89B , Saab, and Arshit.

1/🧵 https://t.co/kM7fu5GCsj

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