How Many Parameters Does it Take to Change a Light Bulb? Evaluating Performance in Self-Play…
Optimizing Speculative Decoding for Serving Large Language Models Using Goodputby Xiaoxuan Liu, Cade Daniel, Langxiang…
SimulSeamless: FBK at IWSLT 2024 Simultaneous Speech Translationby Sara Papi, Marco Gaido, Matteo Negri, Luisa…
MR-Ben: A Meta-Reasoning Benchmark for Evaluating System-2 Thinking in LLMsby Zhongshen Zeng, Yinhong Liu, Yingjia…
Amphista: Bi-directional Multi-head Decoding for Accelerating LLM Inferenceby Zeping Li, Xinlong Yang, Ziheng Gao, Ji…
ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Modelsby Hwiyeol Jo, Hyunwoo Lee,…
How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text?by…
Intrinsic Evaluation of Unlearning Using Parametric Knowledge Tracesby Yihuai Hong, Lei Yu, Haiqin Yang, Shauli…
Fusion Makes Perfection: An Efficient Multi-Grained Matching Approach for Zero-Shot Relation Extractionby Shilong Li, Ge…
Promises, Outlooks and Challenges of Diffusion Language Modelingby Justin Deschenaux, Caglar GulcehreFirst submitted to arxiv…