4 papers
Only One Relation Possible? Modeling the Ambiguity in Event Temporal Relation Extraction
Yutong Hu, Quzhe Huang, Yansong Feng
Event Temporal Relation Extraction (ETRE) aims to identify the temporal relationship between two events, which plays an important role in natural language understanding. Most previ…
ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice
Yutong Hu, Kangcheng Luo, Yansong Feng
Despite remarkable performance in legal consultation exhibited by legal Large Language Models(LLMs) combined with legal article retrieval components, there are still cases when the…
What Kinds of Tokens Benefit from Distant Text? An Analysis on Long Context Language Modeling
Yutong Hu, Quzhe Huang, Kangcheng Luo +1
As the context length that large language models can handle continues to increase, these models demonstrate an enhanced ability to utilize distant information for tasks such as lan…
Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding?
Yutong Hu, Quzhe Huang, Mingxu Tao +2
Recent studies have shown that Large Language Models (LLMs) have the potential to process extremely long text. Many works only evaluate LLMs' long-text processing ability on the la…