Papers
Improving LLM Attributions with Randomized Path-Integration
Oren Barkan, Yehonatan Elisha, Yonatan Toib et al.
LLM Explainability via Attributive Masking Learning
Oren Barkan, Yonatan Toib, Yehonatan Elisha et al.
Can LLMs Reason in the Wild with Programs?
Yuan Yang, Siheng Xiong, Ali Payani et al.
Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy
Razvan-Gabriel Dumitru, Paul Ioan Clotan, Vikas Yadav et al.
Can LLM be a Personalized Judge?
Yijiang River Dong, Tiancheng Hu, Nigel Collier
ShieldLM: Empowering LLMs as Aligned, Customizable and Explainable Safety Detectors
Zhexin Zhang, Yida Lu, Jingyuan Ma et al.
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs
Fengzhu Zeng, Wenqian Li, Wei Gao et al.
Exploring Design Choices for Building Language-Specific LLMs
Atula Tejaswi, Nilesh Gupta, Eunsol Choi
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.
Clement Christophe, Tathagata Raha, Svetlana Maslenkova et al.
MedCare: Advancing Medical LLMs through Decoupling Clinical Alignment and Knowledge Aggregation
Yusheng Liao, Shuyang Jiang, Zhe Chen et al.
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
Weize Chen, Chenfei Yuan, Jiarui Yuan et al.
LLaMAX: Scaling Linguistic Horizons of LLM by Enhancing Translation Capabilities Beyond 100 Languages
Yinquan Lu, Wenhao Zhu, Lei Li et al.
Optimize Weight Rounding via Signed Gradient Descent for the Quantization of LLMs
Wenhua Cheng, Weiwei Zhang, Haihao Shen et al.
Using LLMs to simulate students’ responses to exam questions
Luca Benedetto, Giovanni Aradelli, Antonia Donvito et al.
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing
Jeonghun Yeo, Seunghee Han, Minsu Kim et al.
Will LLMs Sink or Swim? Exploring Decision-Making Under Pressure
Kyusik Kim, Hyeonseok Jeon, Jeongwoo Ryu et al.
“Vorbești Românește?” A Recipe to Train Powerful Romanian LLMs with English Instructions
Mihai Masala, Denis Ilie-Ablachim, Alexandru Dima et al.
Soda-Eval: Open-Domain Dialogue Evaluation in the age of LLMs
John Mendonça, Isabel Trancoso, Alon Lavie
Augmenting Reasoning Capabilities of LLMs with Graph Structures in Knowledge Base Question Answering
Yuhang Tian, Dandan Song, Zhijing Wu et al.
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations
Abhinav Joshi, Shaswati Saha, Divyaksh Shukla et al.
Fast Matrix Multiplications for Lookup Table-Quantized LLMs
Han Guo, William Brandon, Radostin Cholakov et al.
Can We Instruct LLMs to Compensate for Position Bias?
Meiru Zhang, Zaiqiao Meng, Nigel Collier
Cognitive Bias in Decision-Making with LLMs
Jessica Maria Echterhoff, Yao Liu, Abeer Alessa et al.
InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
Mohammad Beigi, Ying Shen, Runing Yang et al.
Turning English-centric LLMs Into Polyglots: How Much Multilinguality Is Needed?
Tannon Kew, Florian Schottmann, Rico Sennrich