Papers
SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching
Xinye Zhao, Spyridon Mastorakis
SiLQ: Simple Large Language Model Quantization-Aware Training
Steven K. Esser, Jeffrey L McKinstry, Deepika Bablani et al.
Enhancing LLM-Based Molecular Captioning with Molecular Fingerprints
Keisuke Mizutani, Koriki Ryonosuke, Kento Tokuyama
Intrinsic Linguistic Bias in Formal vs. Informal Bengali Pragmatics with Progressive Context Inflation
Md Tanzib Hosain, Md Kishor Morol
HalluCounter: Reference-free LLM Hallucination Detection in the Wild!
Ashok Urlana, Gopichand Kanumolu, Charaka Vinayak Kumar et al.
XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification
Sachin Yadav, Dominik Schlechtweg
Breaking Language Barriers in Visual Language Models via Multilingual Textual Regularization
Iñigo Pikabea, Iñaki Lacunza, Oriol Pareras Velasco et al.
Multilingual Political Views of Large Language Models: Identification and Steering
Daniil Gurgurov, Katharina Trinley, Ivan Vykopal et al.
Whispering in Ol Chiki: Cross-Lingual Transfer Learning for Santali Speech Recognition
Atanu Mandal, Madhusudan Ghosh, Pratick Maiti et al.
AnaToM: A Dataset Generation Framework for Evaluating Theory of Mind Reasoning Toward the Anatomy of Difficulty through Structurally Controlled Story Generation
Jundai Suzuki, Ryoma Ishigaki, Eisaku Maeda
“Whose Side Are You On?” Estimating Ideology of Political and News Content Using Large Language Models and Few-shot Demonstration Selection
Muhammad Haroon, Magdalena Wojcieszak, Anshuman Chhabra
LiteLMGuard: Seamless and Lightweight On-Device Guardrails for Small Language Models against Quantization Vulnerabilities
Kalyan Nakka, Jimmy Dani, Ausmit Mondal et al.
AD-AGENT: A Multi-agent Framework for End-to-end Anomaly Detection
Tiankai Yang, Junjun Liu, Michael Siu et al.
Estimating Causal Effects of Text Interventions Leveraging LLMs
Siyi Guo, Myrl G Marmarelis, Fred Morstatter et al.
Atomic Calibration of LLMs in Long-Form Generations
Caiqi Zhang, Ruihan Yang, Zhisong Zhang et al.
Autoformalizing Natural Language to First-Order Logic: A Case Study in Logical Fallacy Detection
Abhinav Lalwani, Tasha Kim, Lovish Chopra et al.
Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation
Donghyeon Ko, Sohee Yang, Donghyun Kwak et al.
Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning
Po-Chun Chen, Hen-Hsen Huang, Hsin-Hsi Chen
LLMs as Architects and Critics for Multi-Source Opinion Summarization
Anuj Attri, Arnav Attri, Suman Banerjee et al.
Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt
Qingcheng Zeng, Guanhong Liu, Zhaoqian Xue et al.
Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs
Peng Yifeng, Zhizheng Wu, Chen Chen
Generalizing to Unseen Disaster Events: A Causal View
Philipp Seeberger, Steffen Freisinger, Tobias Bocklet et al.