Papers
DIESEL: A Lightweight Inference-Time Safety Enhancement for Language Models
Ben Ganon, Alon Zolfi, Omer Hofman et al.
Different Speech Translation Models Encode and Translate Speaker Gender Differently
Dennis Fucci, Marco Gaido, Matteo Negri et al.
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models
Ying Zhou, Xinyao Wang, Yulei Niu et al.
DiffPO: Diffusion-styled Preference Optimization for Inference Time Alignment of Large Language Models
Ruizhe Chen, Wenhao Chai, Zhifei Yang et al.
DiffSkip: Differential Layer Skipping in Large Language Models
Xuan Luo, Weizhi Wang, Xifeng Yan
DiffuseDef: Improved Robustness to Adversarial Attacks via Iterative Denoising
Zhenhao Li, Huichi Zhou, Marek Rei et al.
Diffusion Directed Acyclic Transformer for Non-Autoregressive Machine Translation
Quan Nguyen-Tri, Cong Dao Tran, Hoang Thanh-Tung
Diffusion Models Through a Global Lens: Are They Culturally Inclusive?
Zahra Bayramli, Ayhan Suleymanzade, Na Min An et al.
Digest the Knowledge: Large Language Models empowered Message Passing for Knowledge Graph Question Answering
Junhong Wan, Tao Yu, Kunyu Jiang et al.
Digital Gatekeepers: Google’s Role in Curating Hashtags and Subreddits
Amrit Poudel, Yifan Ding, Tim Weninger et al.
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation
Hanghui Guo, Jia Zhu, Shimin Di et al.
Direct Behavior Optimization: Unlocking the Potential of Lightweight LLMs
Hongming Yang, Shi Lin, Jun Shao et al.
Direct Prompt Optimization with Continuous Representations
Yangkun Wang, Zihan Wang, Jingbo Shang
Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback
Charles Koutcheme, Nicola Dainese, Arto Hellas
Disagreements in analyses of rhetorical text structure: A new dataset and first analyses
Freya Hewett, Manfred Stede
Disambiguate First, Parse Later: Generating Interpretations for Ambiguity Resolution in Semantic Parsing
Irina Saparina, Mirella Lapata
Disambiguating Reference in Visually Grounded Dialogues through Joint Modeling of Textual and Multimodal Semantic Structures
Shun Inadumi, Nobuhiro Ueda, Koichiro Yoshino
DiSCo: Device-Server Collaborative LLM-based Text Streaming Services
Ting Sun, Penghan Wang, Fan Lai
Discourse Relation-Enhanced Neural Coherence Modeling
Wei Liu, Michael Strube
DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
Ziheng Qiao, Houquan Zhou, Yumeng Liu et al.
Disentangled Multi-span Evolutionary Network against Temporal Knowledge Graph Reasoning
Hao Dong, Ziyue Qiao, Zhiyuan Ning et al.
Disentangling Biased Knowledge from Reasoning in Large Language Models via Machine Unlearning
Zheyuan Liu, Suraj Maharjan, Fanyou Wu et al.
Disentangling Biased Representations: A Causal Intervention Framework for Fairer NLP Models
Yangge Qian, Yilong Hu, Siqi Zhang et al.
Disentangling Language and Culture for Evaluating Multilingual Large Language Models
Jiahao Ying, Wei Tang, Yiran Zhao et al.
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities
Wenyue Hua, Kaijie Zhu, Lingyao Li et al.