Papers
2,781 papers found
A Fair Comparison without Translationese: English vs. Target-language Instructions for Multilingual LLMs
Taisei Enomoto, Hwichan Kim, Zhousi Chen et al.
Evaluating LLMs for Quotation Attribution in Literary Texts: A Case Study of LLaMa3
Gaspard Michel, Elena V. Epure, Romain Hennequin et al.
IdentifyMe: A Challenging Long-Context Mention Resolution Benchmark for LLMs
Kawshik Manikantan, Makarand Tapaswi, Vineet Gandhi et al.
Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs
Huaman Sun, Jiaxin Pei, Minje Choi et al.
How LLMs React to Industrial Spatio-Temporal Data? Assessing Hallucination with a Novel Traffic Incident Benchmark Dataset
Qiang Li, Mingkun Tan, Xun Zhao et al.
Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation
Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu et al.
Open Ko-LLM Leaderboard2: Bridging Foundational and Practical Evaluation for Korean LLMs
Hyeonwoo Kim, Dahyun Kim, Jihoo Kim et al.
Efficient Continual Pre-training of LLMs for Low-resource Languages
Arijit Nag, Soumen Chakrabarti, Animesh Mukherjee et al.
QueryShield: A Platform to Mitigate Enterprise Data Leakage in Queries to External LLMs
Nitin Ramrakhiyani, Delton Myalil, Sachin Pawar et al.
RevieWeaver: Weaving Together Review Insights by Leveraging LLMs and Semantic Similarity
Jiban Adhikary, Mohammad Alqudah, Arun Palghat Udayashankar
SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use
Hitesh Laxmichand Patel, Amit Agarwal, Arion Das et al.
Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs
Swapnil Gupta, Lucas Pereira Carlini, Prateek Sircar et al.
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education
Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani et al.
PLEX: Adaptive Parameter-Efficient Fine-Tuning for Code LLMs using Lottery-Tickets
Jaeseong Lee, Hojae Han, Jongyoon Kim et al.
Distill-C: Enhanced NL2SQL via Distilled Customization with LLMs
Cong Duy Vu Hoang, Gioacchino Tangari, Clemence Lanfranchi et al.
Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs
Marina Sakharova, Abhinav Anand, Mira Mezini
(CPER) From Guessing to Asking: An Approach to Resolving Persona Knowledge Gap in LLMs during Multi-Turn Conversations
Sarvesh Baskar, Manas Gaur, Srinivasan Parthasarathy et al.
Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models
Prajvi Saxena, Sabine Janzen, Wolfgang Maaß
Towards LLMs Robustness to Changes in Prompt Format Styles
Lilian Ngweta, Kiran Kate, Jason Tsay et al.
Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions
Toma Suzuki, Ayuki Katayama, Seiji Gobara et al.
LLMs and Copyright Risks: Benchmarks and Mitigation Approaches
Denghui Zhang, Zhaozhuo Xu, Weijie Zhao
Social Intelligence in the Age of LLMs
Hao Zhu, Bodhisattwa Prasad Majumder, Dirk Hovy et al.
AutoClean: LLMs Can Prepare Their Training Corpus
Xingyu Shen, Shengding Hu, Xinrong Zhang et al.
Can LLMs Learn Macroeconomic Narratives from Social Media?
Almog Gueta, Amir Feder, Zorik Gekhman et al.