3 papers
cs.CL2026
FrameBench:A Language Understanding Benchmark Based on Frame Semantics
Chihiro Yano, Ryohei Sasano
In frame semantics, sentence comprehension is assumed to proceed by relating lexical meaning to background knowledge called semantic frames, thereby enabling readers to implicitly…
cs.CL2025
FrameEOL: Semantic Frame Induction using Causal Language Models
Chihiro Yano, Kosuke Yamada, Hayato Tsukagoshi +2
Semantic frame induction is the task of clustering frame-evoking words according to the semantic frames they evoke. In recent years, leveraging embeddings of frame-evoking words th…
cs.CL2024
Multilingual Sentence-T5: Scalable Sentence Encoders for Multilingual Applications
Chihiro Yano, Akihiko Fukuchi, Shoko Fukasawa +2
Prior work on multilingual sentence embedding has demonstrated that the efficient use of natural language inference (NLI) data to build high-performance models can outperform conve…