Papers
2,781 papers found
LLMs syntactically adapt their language use to their conversational partner
Florian Kandra, Vera Demberg, Alexander Koller
Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models
Junwoo Park, Hyuck Lee, Dohyun Lee et al.
Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs
Ananth Muppidi, Abhilash Nandy, Sambaran Bandyopadhyay
Can LLMs Generate High-Quality Test Cases for Algorithm Problems? TestCase-Eval: A Systematic Evaluation of Fault Coverage and Exposure
Zheyuan Yang, Zexi Kuang, Xue Xia et al.
Multi-Programming Language Sandbox for LLMs
Shihan Dou, Jiazheng Zhang, Jianxiang Zang et al.
Value Compass Benchmarks: A Comprehensive, Generative and Self-Evolving Platform for LLMs’ Value Evaluation
Jing Yao, Xiaoyuan Yi, Shitong Duan et al.
Pun2Pun: Benchmarking LLMs on Textual-Visual Chinese-English Pun Translation via Pragmatics Model and Linguistic Reasoning
Yiran Rex Ma, Shan Huang, Yuting Xu et al.
Quantifying the Influence of Irrelevant Contexts on Political Opinions Produced by LLMs
Samuele D’Avenia, Valerio Basile
Making Sense of Korean Sentences: A Comprehensive Evaluation of LLMs through KoSEnd Dataset
Seunguk Yu, Kyeonghyun Kim, JungMin Yun et al.
A Dual-Layered Evaluation of Geopolitical and Cultural Bias in LLMs
Sean Kim, Hyuhng Joon Kim
Evaluating Credibility and Political Bias in LLMs for News Outlets in Bangladesh
Tabia Tanzin Prama, Md. Saiful Islam
Learning and Enforcing Context-Sensitive Control for LLMs
Mohammad Albinhassan, Pranava Madhyastha, Mark Law et al.
When Will the Tokens End? Graph-Based Forecasting for LLMs Output Length
Grzegorz Piotrowski, Mateusz Bystroński, Mikołaj Hołysz et al.
Only for the Unseen Languages, Say the Llamas: On the Efficacy of Language Adapters for Cross-lingual Transfer in English-centric LLMs
Julian Schlenker, Jenny Kunz, Tatiana Anikina et al.
Are LLMs Truly Graph-Savvy? A Comprehensive Evaluation of Graph Generation
Ege Demirci, Rithwik Kerur, Ambuj Singh
Controlling Language Confusion in Multilingual LLMs
Nahyun Lee, Yeongseo Woo, Hyunwoo Ko et al.
Exploiting contextual information to improve stance detection in informal political discourse with LLMs
Arman Engin Sucu, Yixiang Zhou, Mario A. Nascimento et al.
Guardrails and Security for LLMs: Safe, Secure and Controllable Steering of LLM Applications
Traian Rebedea, Leon Derczynski, Shaona Ghosh et al.
Speculative Reward Model Boosts Decision Making Ability of LLMs Cost-Effectively
Jiawei Gu, Shangsong Liang
Enriching children’s stories with LLMs: Delivering multilingual data enrichment for children’s books at scale and across markets
Zarah Weiss, Christof Meyer, Mikael Andersson
Semantic Outlier Removal with Embedding Models and LLMs
Eren Akbiyik, João F. M. De Almeida, Rik Melis et al.
Domain Adaptation of Foundation LLMs for e-Commerce
Christian Herold, Michael Kozielski, Tala Bazazo et al.
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
Hyungjoo Chae, Dongjin Kang, Jihyuk Kim et al.
Are LLMs reliable? An exploration of the reliability of large language models in clinical note generation
Kristine Ann M. Carandang, Jasper Meynard Arana, Ethan Robert Casin et al.
EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs
Ravi K. Rajendran, Biplob Debnath, Murugan Sankaradass et al.