TACL Papers

• Modelling analogies and analogical reasoning: connecting cognitive science theory and NLP research. Molly Petersen, Claire Stevenson, Lonneke van der Plas
• Fine-Grained Reward Optimization for Machine Translation using Error Severity Mappings Miguel Moura Ramos, Tomás Duarte de Almeida, Daniel Rocha Vareta, Filipe Parrado de Azevedo, Sweta Agrawal, Patrick Santos Fernandes, André Filipe Torres Martins
• Aligned Probing: Relating Toxic Behavior and Model Internals Andreas Waldis, Vagrant Gautam, Anne Lauscher, Dietrich Klakow, Iryna Gurevych
• CorefInst: Leveraging LLMs for Multilingual Coreference Resolution Tuğba Pamay Arslan, Emircan Erol, Gülşen Eryiğit
• Ev2R: Evaluating Evidence Retrieval in Automated Fact-Checking Mubashara Akhtar; Michael Schlichtkrull; Andreas Vlachos
• PiKGL: Leveraging Pruned Knowledge Graphs for Explainable Stance Detection Bingbing Wang, Jingjie Lin, Zhixin Bai, Xintong Song, Qianlong Wang, Min Yang, Xi Zeng, Li Jing, Ruifeng Xu
• Automatic Reviewers Fail to Detect Faulty Reasoning in Research Papers: A New Counterfactual Evaluation Framework Nils Dycke, Iryna Gurevych