Papers
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation
Seungseop Lim, Gibaeg Kim, Wooseok Han et al.
FormosanBench: Benchmarking Low-Resource Austronesian Languages in the Era of Large Language Models
Kaiying Kevin Lin, Hsi-Yu Chen, Haopeng Zhang
FOSSIL: Harnessing Feedback on Suboptimal Samples for Data-Efficient Generalisation with Imitation Learning for Embodied Vision-and-Language Tasks
Sabrina McCallum, Amit Parekh, Alessandro Suglia
FQ-Eval: Building Evaluation Dataset for User-centered Follow-up Question Generation
Sanghyun Seo, Bumsoo Kang, Dahm Lee et al.
FractalLLM: Lossless Self-Speculative Decoding with Layer Embedded Self-Compression
Juhyeong Kim, Sangyeon Yu, Gyunyeop Kim et al.
FrameEOL: Semantic Frame Induction using Causal Language Models
Chihiro Yano, Kosuke Yamada, Hayato Tsukagoshi et al.
Frame First, Then Extract: A Frame-Semantic Reasoning Pipeline for Zero-Shot Relation Triplet Extraction
Zehan Li, Fu Zhang, Wenqing Zhang et al.
Frequency & Compositionality in Emergent Communication
Jean-Baptiste Sevestre, Emmanuel Dupoux
Friend or Foe? A Computational Investigation of Semantic False Friends across Romance Languages
Ana Sabina Uban, Liviu P Dinu, Ioan-Bogdan Iordache et al.
From A and B to A+B: Can Large Language Models Solve Compositional Math Problems?
Xisheng Xiao, Hanlin Zhao
From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
Tianshi Zheng, Zheye Deng, Hong Ting Tsang et al.
From Behavioral Performance to Internal Competence: Interpreting Vision-Language Models with VLM-Lens
Hala Sheta, Eric Haoran Huang, Shuyu Wu et al.
From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in Ukrainian
Volodymyr Mudryi, Yurii Laba
From BERT to LLMs: Comparing and Understanding Chinese Classifier Prediction in Language Models
Ziqi Zhang, Jianfei Ma, Emmanuele Chersoni et al.
From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing
Lanxiao Huang, Daksh Dave, Tyler Cody et al.
From Characters to Tokens: Dynamic Grouping with Hierarchical BPE
Rares Dolga, Lucas Maystre, Tudor Berariu et al.
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text
Ridwan Mahbub, Mohammed Saidul Islam, Mir Tafseer Nayeem et al.
From Chat Logs to Collective Insights: Aggregative Question Answering
Wentao Zhang, Woojeong Kim, Yuntian Deng
From Complex Word Identification to Substitution: Instruction-Tuned Language Models for Lexical Simplification
Tonghui Han, Xinru Zhang, Yaxin Bi et al.
From Confidence to Collapse in LLM Factual Robustness
Alina Fastowski, Bardh Prenkaj, Gjergji Kasneci
From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning
Zihan Chen, Song Wang, Xingbo Fu et al.
From Disagreement to Understanding: The Case for Ambiguity Detection in NLI
Chathuri Jayaweera, Bonnie J. Dorr
From Earnings Calls to Investment Reports: Evaluating Role-based Multi-Agent LLM Systems
Ranjan Satapathy, Raphael Liew, Joyjit Chattorj et al.
From Feedback to Checklists: Grounded Evaluation of AI-Generated Clinical Notes
Karen Zhou, John Michael Giorgi, Pranav Mani et al.