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Workshop
Is ChatGPT Transforming Academics' Writing Style?
Mingmeng Geng · Roberto Trotta
Poster
Tue 4:30 Position: Understanding LLMs Requires More Than Statistical Generalization
Patrik Reizinger · Szilvia Ujváry · Anna Mészáros · Anna Kerekes · Wieland Brendel · Ferenc Huszár
Poster
Wed 2:30 SLEB: Streamlining LLMs through Redundancy Verification and Elimination of Transformer Blocks
Jiwon Song · Kyungseok Oh · Taesu Kim · Hyungjun Kim · Yulhwa Kim · jae-joon kim
Poster
Tue 4:30 Efficient Exploration for LLMs
Vikranth Dwaracherla · Seyed Mohammad Asghari · Botao Hao · Benjamin Van Roy
Poster
Wed 2:30 Tandem Transformers for Inference Efficient LLMs
Aishwarya P S · Pranav Nair · Yashas Samaga · Toby Boyd · Sanjiv Kumar · Prateek Jain · Praneeth Kumar Netrapalli
Poster
Wed 2:30 How Well Can LLMs Negotiate? NegotiationArena Platform and Analysis
Federico Bianchi · Patrick John Chia · Mert Yuksekgonul · Jacopo Tagliabue · Dan Jurafsky · James Zou
Poster
Wed 2:30 Multicalibration for Confidence Scoring in LLMs
Gianluca Detommaso · Martin A Bertran · Riccardo Fogliato · Aaron Roth
Poster
Tue 2:30 Unsupervised Evaluation of Code LLMs with Round-Trip Correctness
Miltiadis Allamanis · Sheena Panthaplackel · Pengcheng Yin
Workshop
MolEval: An Evaluation Toolkit for Molecular Embeddings via LLMs
Shaghayegh Sadeghi · Ali Forooghi · Jianguo Lu · Alioune Ngom
Workshop
TriLM vs FloatLM: Ternary LLMs are more Performant than Quantized FP16 LLMs
Ayush Kaushal · Tejas Vaidhya · Tejas Pandey · Aaryan Bhagat · Irina Rish
Poster
Thu 4:30 COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability
Xingang Guo · Fangxu Yu · Huan Zhang · Lianhui Qin · Bin Hu
Poster
Wed 4:30 Soft Prompt Recovers Compressed LLMs, Transferably
Zhaozhuo Xu · Zirui Liu · Beidi Chen · Shaochen (Henry) Zhong · Yuxin Tang · Jue Wang · Kaixiong Zhou · Xia Hu · Anshumali Shrivastava