Papers
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
“What is the value of templates?” Rethinking Document Information Extraction Datasets for LLMs
Ran Zmigrod, Pranav Shetty, Mathieu Sibue et al.
Exploring the Potential of Multimodal LLM with Knowledge-Intensive Multimodal ASR
Minghan Wang, Yuxia Wang, Thuy-Trang Vu et al.
Can LLMs Understand the Implication of Emphasized Sentences in Dialogue?
Guan-Ting Lin, Hung-yi Lee
LLMs as Collaborator: Demands-Guided Collaborative Retrieval-Augmented Generation for Commonsense Knowledge-Grounded Open-Domain Dialogue Systems
Jiong Yu, Sixing Wu, Jiahao Chen et al.
Regression Aware Inference with LLMs
Michal Lukasik, Harikrishna Narasimhan, Aditya Krishna Menon et al.
Aligners: Decoupling LLMs and Alignment
Lilian Ngweta, Mayank Agarwal, Subha Maity et al.
QEFT: Quantization for Efficient Fine-Tuning of LLMs
Changhun Lee, Jun-gyu Jin, YoungHyun Cho et al.
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLMs Jailbreakers
Xirui Li, Ruochen Wang, Minhao Cheng et al.
Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models
Yutian Zhao, Huimin Wang, Yuqi Liu et al.
Query-based Cross-Modal Projector Bolstering Mamba Multimodal LLM
SooHwan Eom, Jay Shim, Gwanhyeong Koo et al.