Papers
5,479 papers found
Streamlining LLMs: Adaptive Knowledge Distillation for Tailored Language Models
Prajvi Saxena, Sabine Janzen, Wolfgang Maaß
LLM DEBATE OPPONENT : Counter-argument Generation focusing on Implicit and Critical Premises
Taisei Ozaki, Chihiro Nakagawa, Naoya Inoue et al.
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.
Prompto: An open source library for asynchronous querying of LLM endpoints
Ryan Sze-Yin Chan, Federico Nanni, Angus Redlarski Williams et al.
NeMo-Inspector: A Visualization Tool for LLM Generation Analysis
Daria Gitman, Igor Gitman, Evelina Bakhturina
Can LLMs Learn Macroeconomic Narratives from Social Media?
Almog Gueta, Amir Feder, Zorik Gekhman et al.
People will agree what I think: Investigating LLM’s False Consensus Effect
Junhyuk Choi, Yeseon Hong, Bugeun Kim
HALLUCANA: Fixing LLM Hallucination with A Canary Lookahead
Tianyi Li, Erenay Dayanik, Shubhi Tyagi et al.
Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective
Dapeng Jiang, Xiao Luo
Audio Description Generation in the Era of LLMs and VLMs: A Review of Transferable Generative AI Technologies
Yingqiang Gao, Lukas Fischer, Alexa Lintner et al.
Lost in Overlap: Exploring Logit-based Watermark Collision in LLMs
Yiyang Luo, Ke Lin, Chao Gu et al.
Do Not Design, Learn: A Trainable Scoring Function for Uncertainty Estimation in Generative LLMs
Duygu Nur Yaldiz, Yavuz Faruk Bakman, Baturalp Buyukates et al.
Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
Sirui Xia, Xintao Wang, Jiaqing Liang et al.
ToolSandbox: A Stateful, Conversational, Interactive Evaluation Benchmark for LLM Tool Use Capabilities
Jiarui Lu, Thomas Holleis, Yizhe Zhang et al.
SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation
Qilong Wu, Xiaoneng Xiang, Huang Hejia et al.
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs
Itai Mondshine, Tzuf Paz-Argaman, Reut Tsarfaty
The Promises and Pitfalls of LLM Annotations in Dataset Labeling: a Case Study on Media Bias Detection
Tomáš Horych, Christoph Mandl, Terry Ruas et al.
Does Generative AI speak Nigerian-Pidgin?: Issues about Representativeness and Bias for Multilingualism in LLMs
David Ifeoluwa Adelani, A. Seza Doğruöz, Iyanuoluwa Shode et al.
A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches
Gaurav Sahu, Olga Vechtomova, Issam H. Laradji
CausalGraph2LLM: Evaluating LLMs for Causal Queries
Ivaxi Sheth, Bahare Fatemi, Mario Fritz
Assessing LLMs for Zero-shot Abstractive Summarization Through the Lens of Relevance Paraphrasing
Hadi Askari, Anshuman Chhabra, Muhao Chen et al.