5 citations · 6 across the 27 of their papers we have counts for
3 papers · 2 filters
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models
Elvis Nunez, Luca Zancato, Benjamin Bowman +3
The "state" of State Space Models (SSMs) represents their memory, which fades exponentially over an unbounded span. By contrast, Attention-based models have "eidetic" (i.e., verbat…
DetoxBench: Benchmarking Large Language Models for Multitask Fraud & Abuse Detection
Joymallya Chakraborty, Wei Xia, Anirban Majumder +3
Large language models (LLMs) have demonstrated remarkable capabilities in natural language processing tasks. However, their practical application in high-stake domains, such as fra…
Empirical Study of Large Language Models as Automated Essay Scoring Tools in English Composition__Taking TOEFL Independent Writing Task for Example
Wei Xia, Shaoguang Mao, Chanjing Zheng
Large language models have demonstrated exceptional capabilities in tasks involving natural language generation, reasoning, and comprehension. This study aims to construct prompts…