2026 Aug.25

News Release

Acceptance to EMNLP 2026 / EMNLP 2026 採択

The following papers have been accepted to The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP2026).

EMNLP 2026 に下記の論文が採択されました。

Main Conference

• Joe Stacey, Hadas Orgad, Kentaro Inui, Benjamin Heinzerling, Nafise Sadat Moosavi.
  “A Robust Evaluation of Probe Robustness: Lessons for Reliable OOD Uncertainty Quantification”
• Haruto Yoshida, Keito Kudo, Yoichi Aoki, Ryota Tanaka, Itsumi Saito, Keisuke Sakaguchi, Kentaro Inui.
  “Probing Diagram Representations in Large Vision-Language Models”
• Raito Kiya, Satoki Ohashi, Kosuke Sato, Go Kamoda, Ryosuke Takahashi, Yuji Yamamoto, Daiki Shiono, Keisuke Sakaguchi, Goro Kobayashi.
  “It’s Not RoPE That Creates Sinks: The Role of Self-Concentration and Value-Non-Mixing in Attention”
• Tarek Naous, Anagha Savit, Carlos Rafael Catalan, Geyang Guo, Jaehyeok Lee, Kyungdon Lee, Lheane Marie Dizon, Mengyu Ye, Neel Kothari, Sahajpreet Singh, Sarah Masud, Tanish Patwa, Trung Thanh Tran, Zohaib Khan, Alan Ritter, Tanmoy Chakraborty, Yuki Arase, Keisuke Sakaguchi, JinYeong Bak, Wei Xu.
  “Camellia: Benchmarking Cultural Biases in LLMs for Asian Languages”
• Momoka Furuhashi, Kouta Nakayama, Takashi Kodama, Saku Sugawara, Kyosuke Takami.
  “How Well Can LLMs Simulate Real Learner Evaluations of Educational Feedback?”
• Noriki Nishida, Fei Cheng, Yuji Matsumoto.
  “Beyond Retrieval: Structuring Evolving and Inconsistent External Knowledge with Proposition Relations for RAG”

Findings

• Haocheng Zhu, Tianqi Wang, Jun Suzuki.
  “Beyond Ranking: Role-Specific Signals for Token-Budgeted SFT Data Selection”