Papers
Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity
Yuji Byun, Jaeho Lee
Towards Inducing Long-Context Abilities in Multilingual Neural Machine Translation Models
Varun Gumma, Pranjal A Chitale, Kalika Bali
Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective
Shenglai Zeng, Jiankun Zhang, Bingheng Li et al.
Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models
Shufan Ming, Yue Guo, Halil Kilicoglu
Towards Lifelong Dialogue Agents via Timeline-based Memory Management
Kai Tzu-iunn Ong, Namyoung Kim, Minju Gwak et al.
Towards LLMs Robustness to Changes in Prompt Format Styles
Lilian Ngweta, Kiran Kate, Jason Tsay et al.
Towards Long Context Hallucination Detection
Siyi Liu, Kishaloy Halder, Zheng Qi et al.
Towards Operationalizing Right to Data Protection
Abhinav Java, Simra Shahid, Chirag Agarwal
Towards Prompt Generalization: Grammar-aware Cross-Prompt Automated Essay Scoring
Heejin Do, Taehee Park, Sangwon Ryu et al.
Towards Rationality in Language and Multimodal Agents: A Survey
Bowen Jiang, Yangxinyu Xie, Xiaomeng Wang et al.
Towards Region-aware Bias Evaluation Metrics
Angana Borah, Aparna Garimella, Rada Mihalcea
Towards Reliable Agents: Benchmarking Customized LLM-Based Retrieval-Augmented Generation Frameworks with Deployment Validation
Kevin Shukang Wang, Karel Joshua Harjono, Ramon Lawrence
Towards Reliable and Practical Phishing Detection
Hyowon Cho, Minjoon Seo
Towards Robust Knowledge Representations in Multilingual LLMs for Equivalence and Inheritance based Consistent Reasoning
Gaurav Arora, Srujana Merugu, Shreya Jain et al.
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
Soham Poddar, Paramita Koley, Janardan Misra et al.
Towards Understanding LLM-Generated Biomedical Lay Summaries
Rohan Charudatt Salvi, Swapnil Panigrahi, Dhruv Jain et al.
Towards Understanding the Fragility of Multilingual LLMs against Fine-Tuning Attacks
Samuele Poppi, Zheng Xin Yong, Yifei He et al.
Towards Unified, Dynamic and Annotation-based Visualisations and Exploration of Annotated Big Data Corpora with the Help of Unified Corpus Explorer
Kevin Bönisch, Giuseppe Abrami, Alexander Mehler
Towards Zero-Shot Multimodal Machine Translation
Matthieu Futeral, Cordelia Schmid, Benoît Sagot et al.
ToW: Thoughts of Words Improve Reasoning in Large Language Models
Zhikun Xu, Ming Shen, Jacob Dineen et al.
TRACE: Real-Time Multimodal Common Ground Tracking in Situated Collaborative Dialogues
Hannah VanderHoeven, Brady Bhalla, Ibrahim Khebour et al.
Tracking Evolving Relationship Between Characters in Books in the Era of Large Language Models
Abhilasha Sancheti, Rachel Rudinger
Tracking Universal Features Through Fine-Tuning and Model Merging
Niels Nielsen Horn, Desmond Elliott