From the 1 of 3 linked papers with an AI index.
3 papers
cs.CL2026
Emotion Recognition in Sign Language Conversation
Yusong Wang, Keyu Mao, Takao Obi +2
The paper introduces emotion recognition in sign language conversations, presenting a new dataset (eJSL Dialog) of 1,920 video samples across 480 dialogues and evaluating various v…
cs.CL2026
ReverseEOL: Improving Training-free Text Embeddings via Text Reversal in Decoder-only LLMs
Ailiang Lin, Zhuoyun Li, Yusong Wang +3
Recent advances in Large Language Models (LLMs) have opened new avenues for generating training-free text embeddings. However, the causal attention in decoder-only LLMs prevents ea…
cs.CL2026
Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders
Ailiang Lin, Zhuoyun Li, Keyu Mao +2
Large language models (LLMs) have been widely explored for embedding generation. While recent studies show that in-context learning (ICL) effectively enhances the representational…