Summary of Clover-2: Accurate Inference For Regressive Lightweight Speculative Decoding, by Bin Xiao et al.
Clover-2: Accurate Inference for Regressive Lightweight Speculative Decodingby Bin Xiao, Lujun Gui, Lei Su, Weipeng…
Summary of Promises and Pitfalls Of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelines, by Yuchen Li et al.
Promises and Pitfalls of Generative Masked Language Modeling: Theoretical Framework and Practical Guidelinesby Yuchen Li,…
Summary of Multi-group Uncertainty Quantification For Long-form Text Generation, by Terrance Liu et al.
Multi-group Uncertainty Quantification for Long-form Text Generationby Terrance Liu, Zhiwei Steven WuFirst submitted to arxiv…
Summary of Adaptive Contrastive Search: Uncertainty-guided Decoding For Open-ended Text Generation, by Esteban Garces Arias et al.
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generationby Esteban Garces Arias, Julian Rodemann, Meimingwei…
Summary of Unlocking Tokens As Data Points For Generalization Bounds on Larger Language Models, by Sanae Lotfi et al.
Unlocking Tokens as Data Points for Generalization Bounds on Larger Language Modelsby Sanae Lotfi, Yilun…
Summary of Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learning, by Dylan J. Foster and Adam Block and Dipendra Misra
Is Behavior Cloning All You Need? Understanding Horizon in Imitation Learningby Dylan J. Foster, Adam…
Summary of Discrete Diffusion Language Model For Efficient Text Summarization, by Do Huu Dat et al.
Discrete Diffusion Language Model for Efficient Text Summarizationby Do Huu Dat, Do Duc Anh, Anh…
Summary of Longlamp: a Benchmark For Personalized Long-form Text Generation, by Ishita Kumar et al.
LongLaMP: A Benchmark for Personalized Long-form Text Generationby Ishita Kumar, Snigdha Viswanathan, Sushrita Yerra, Alireza…
Summary of Towards Robust Alignment Of Language Models: Distributionally Robustifying Direct Preference Optimization, by Junkang Wu et al.
Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimizationby Junkang Wu, Yuexiang Xie,…
Summary of Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representation, by Pablo Messina et al.
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representationby…