Papers
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement
Bingbing Xu, Jing Yao, Xiaoyuan Yi et al.
Towards Building Large Scale Datasets and State-of-the-Art Automatic Speech Translation Systems for 14 Indian Languages
Ashwin Sankar, Sparsh Jain, Nikhil Narasimhan et al.
Towards compact and efficient Slovak summarization models
Sebastian Petrik, Giang Nguyen
Towards Comprehensive Argument Analysis in Education: Dataset, Tasks, and Method
Yupei Ren, Xinyi Zhou, Ning Zhang et al.
Towards Conditioning Clinical Text Generation for User Control
Osman Alperen Koraş, Rabi Bahnan, Jens Kleesiek et al.
Towards Context-Robust LLMs: A Gated Representation Fine-tuning Approach
Shenglai Zeng, Pengfei He, Kai Guo et al.
Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States
Yang Xiao, Jiashuo Wang, Qiancheng Xu et al.
Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs
Tao Ji, Bin Guo, Yuanbin Wu et al.
Towards Effective and Efficient Continual Pre-training of Large Language Models
Jie Chen, Zhipeng Chen, Jiapeng Wang et al.
Towards Effective Extraction and Evaluation of Factual Claims
Dasha Metropolitansky, Jonathan Larson
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
Yang Zhang, Shixin Yang, Chenjia Bai et al.
Towards Enhanced Immersion and Agency for LLM-based Interactive Drama
Hongqiu Wu, Weiqi Wu, Tianyang Xu et al.
Towards Explainable Hate Speech Detection
Happy Khairunnisa Sariyanto, Diclehan Ulucan, Oguzhan Ulucan et al.
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
Zihao Jiang, Ben Liu, Miao Peng et al.
Towards Fairness Assessment of Dutch Hate Speech Detection
Julie Bauer, Rishabh Kaushal, Thales Bertaglia et al.
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception
Shiyu Ni, Keping Bi, Jiafeng Guo et al.
Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine
Zhuoxuan Jiang, Tianyang Zhang, Peiyan Peng et al.
Towards Geo-Culturally Grounded LLM Generations
Piyawat Lertvittayakumjorn, David Kinney, Vinodkumar Prabhakaran et al.
Towards Harmonized Uncertainty Estimation for Large Language Models
Rui Li, Jing Long, Muge Qi et al.
Towards LLM-powered Attentive Listener: A Pragmatic Approach through Quantity Self-Repair
Junlin Li, Peng Bo, Yu-Yin Hsu
Towards Massive Multilingual Holistic Bias
Xiaoqing Tan, Prangthip Hansanti, Arina Turkatenko et al.
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems
Junying Chen, Zhenyang Cai, Ke Ji et al.
Towards Multi-dimensional Evaluation of LLM Summarization across Domains and Languages
Hyangsuk Min, Yuho Lee, Minjeong Ban et al.
Towards Multi-Perspective NLP Systems: A Thesis Proposal
Benedetta Muscato