Four Papers Accepted to ACL 2026 and Findings of ACL 2026

The 64th Annual Meeting of the Association for Computational Linguistics

ACL 2026 Main Conference

• Ailiang Lin, zhuoyun li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. Causal2Vec: Improving Decoder-only LLMs as Embedding Models through a Contextual Token.

Findings of ACL 2026

• Ailiang Lin, zhuoyun li, MAO KEYU, Kotaro Funakoshi, Manabu Okumura. Embedding-based In-Context Prompt Training for Enhancing LLMs as Text Encoders.
• Sungwoo Han, Sangjun Moon, Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura. Measuring Watermarking under Jailbreaking: ASR Inflation and Goal-Compliance Mismatch.
• Riza Setiawan Soetedjo, Yusuke Sakai, Hidetaka Kamigaito, Jingun Kwon, Manabu Okumura, Taro Watanabe. Enhancing Factuality through Consensus and Consistency in Summarization Using Minimum Bayes Risk Decoding.