Papers
Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization
Vera Neplenbroek, Arianna Bisazza, Raquel Fernández
ML-Promise: A Multilingual Dataset for Corporate Promise Verification
Yohei Seki, Hakusen Shu, Anaïs Lhuissier et al.
COM-BOM: Bayesian Exemplar Search for Efficiently Exploring the Accuracy-Calibration Pareto Frontier
Gaoxiang Luo, Aryan Deshwal
Learning Subjective Label Distributions via Sociocultural Descriptors
Mohammed Fayiz Parappan, Ricardo Henao
s1: Simple test-time scaling
Niklas Muennighoff, Zitong Yang, Weijia Shi et al.
CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning
Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B Cohen
Fann or Flop: A Multigenre, Multiera Benchmark for Arabic Poetry Understanding in LLMs
Wafa Al Ghallabi, Ritesh Thawkar, Sara Ghaboura et al.
MobiZO: Enabling Efficient LLM Fine-Tuning at the Edge via Inference Engines
Lei Gao, Amir Ziashahabi, Yue Niu et al.
MR. Judge: Multimodal Reasoner as a Judge
Renjie Pi, Haoping Bai, Qibin Chen et al.
Pointing to a Llama and Call it a Camel: On the Sycophancy of Multimodal Large Language Models
Renjie Pi, Kehao Miao, Li Peihang et al.
Think Globally, Group Locally: Evaluating LLMs Using Multi-Lingual Word Grouping Games
César Guerra-Solano, Zhuochun Li, Xiang Lorraine Li
Languages Still Left Behind: Toward a Better Multilingual Machine Translation Benchmark
Chihiro Taguchi, Seng Mai, Keita Kurabe et al.
Efficient Context Selection for Long-Context QA: No Tuning, No Iteration, Just Adaptive‐k
Chihiro Taguchi, Seiji Maekawa, Nikita Bhutani
Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models
Masahiro Kaneko, Alham Fikri Aji, Timothy Baldwin
Membership and Memorization in LLM Knowledge Distillation
Ziqi Zhang, Ali Shahin Shamsabadi, Hanxiao Lu et al.
A Graph-Theoretical Framework for Analyzing the Behavior of Causal Language Models
Rashin Rahnamoun, Mehrnoush Shamsfard
DRES: Fake news detection by dynamic representation and ensemble selection
Faramarz Farhangian, Leandro Augusto Ensina, George D C Cavalcanti et al.
A Culturally-diverse Multilingual Multimodal Video Benchmark & Model
Bhuiyan Sanjid Shafique, Ashmal Vayani, Muhammad Maaz et al.
RaDeR: Reasoning-aware Dense Retrieval Models
Debrup Das, Sam O’Nuallain, Razieh Rahimi
SAFENUDGE: Safeguarding Large Language Models in Real-time with Tunable Safety-Performance Trade-offs
Joao Fonseca, Andrew Bell, Julia Stoyanovich
MuseScorer: Idea Originality Scoring At Scale
Ali Sarosh Bangash, Krish Veera, Ishfat Abrar Islam et al.
On the Same Wavelength? Evaluating Pragmatic Reasoning in Language Models across Broad Concepts
Linlu Qiu, Cedegao E. Zhang, Joshua B. Tenenbaum et al.
Topic Coverage-based Demonstration Retrieval for In-Context Learning
Wonbin Kweon, SeongKu Kang, Runchu Tian et al.
Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs
Andong Hua, Kenan Tang, Chenhe Gu et al.
Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech
Jonathan Pofcher, Christopher M Homan, Randall Sell et al.