Papers
“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.
LLM as a metric critic for low resource relation identification
Zhe Yang, Yi Huang, Yaqin Chen et al.
LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification
Daniil Moskovskiy, Sergey Pletenev, Alexander Panchenko
“Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
Beiduo Chen, Xinpeng Wang, Siyao Peng et al.
Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy
Liyan Xu, Zhenlin Su, Mo Yu et al.
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study
Van Bach Nguyen, Paul Youssef, Christin Seifert et al.
AXCEL: Automated eXplainable Consistency Evaluation using LLMs
P Aditya Sreekar, Sahil Verma, Suransh Chopra et al.
Prospector: Improving LLM Agents with Self-Asking and Trajectory Ranking
Byoungjip Kim, Youngsoo Jang, Lajanugen Logeswaran et al.
xTower: A Multilingual LLM for Explaining and Correcting Translation Errors
Marcos V Treviso, Nuno M Guerreiro, Sweta Agrawal et al.
XC-Cache: Cross-Attending to Cached Context for Efficient LLM Inference
Joao Monteiro, Étienne Marcotte, Pierre-Andre Noel et al.
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
Zhichao Xu, Ashim Gupta, Tao Li et al.
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation
Subramanian Chidambaram, Li Erran Li, Min Bai et al.
Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning
Shashank Sonkar, Naiming Liu, Richard Baraniuk
To Ask LLMs about English Grammaticality, Prompt Them in a Different Language
Shabnam Behzad, Amir Zeldes, Nathan Schneider
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
Arijit Nag, Animesh Mukherjee, Niloy Ganguly et al.
Evaluating Gender Bias of LLMs in Making Morality Judgements
Divij Bajaj, Yuanyuan Lei, Jonathan Tong et al.