Papers
On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models
Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju et al.
Generating Diverse Hypotheses for Inductive Reasoning
Kang-il Lee, Hyukhun Koh, Dongryeol Lee et al.
CORG: Generating Answers from Complex, Interrelated Contexts
Hyunji Lee, Franck Dernoncourt, Trung Bui et al.
THREAD: Thinking Deeper with Recursive Spawning
Philip Schroeder, Nathaniel W. Morgan, Hongyin Luo et al.
Afrispeech-Dialog: A Benchmark Dataset for Spontaneous English Conversations in Healthcare and Beyond
Mardhiyah Sanni, Tassallah Abdullahi, Devendra Deepak Kayande et al.
IHEval: Evaluating Language Models on Following the Instruction Hierarchy
Zhihan Zhang, Shiyang Li, Zixuan Zhang et al.
FedSpaLLM: Federated Pruning of Large Language Models
Guangji Bai, Yijiang Li, Zilinghan Li et al.
Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task
Junjie Wu, Mo Yu, Lemao Liu et al.
Evaluating Contextualized Representations of (Spanish) Ambiguous Words: A New Lexical Resource and Empirical Analysis
Pamela D Riviere, Anne L. Beatty-Martínez, Sean Trott
ALPACA AGAINST VICUNA: Using LLMs to Uncover Memorization of LLMs
Aly M. Kassem, Omar Mahmoud, Niloofar Mireshghallah et al.
GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models
Harsh Kohli, Sachin Kumar, Huan Sun
ComPO: Community Preferences for Language Model Personalization
Sachin Kumar, Chan Young Park, Yulia Tsvetkov et al.
GLiREL - Generalist Model for Zero-Shot Relation Extraction
Jack Boylan, Chris Hokamp, Demian Gholipour Ghalandari
Learning vs Retrieval: The Role of In-Context Examples in Regression with Large Language Models
Aliakbar Nafar, K. Brent Venable, Parisa Kordjamshidi
Towards Operationalizing Right to Data Protection
Abhinav Java, Simra Shahid, Chirag Agarwal
PoisonedParrot: Subtle Data Poisoning Attacks to Elicit Copyright-Infringing Content from Large Language Models
Michael-Andrei Panaitescu-Liess, Pankayaraj Pathmanathan, Yigitcan Kaya et al.
Making Language Models Robust Against Negation
MohammadHossein Rezaei, Eduardo Blanco
Teaching Models to Balance Resisting and Accepting Persuasion
Elias Stengel-Eskin, Peter Hase, Mohit Bansal
Faux Polyglot: A Study on Information Disparity in Multilingual Large Language Models
Nikhil Sharma, Kenton Murray, Ziang Xiao
HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
Zifan He, Yingqi Cao, Zongyue Qin et al.
Reading between the Lines: Can LLMs Identify Cross-Cultural Communication Gaps?
Sougata Saha, Saurabh Kumar Pandey, Harshit Gupta et al.
Meta-Cultural Competence: Climbing the Right Hill of Cultural Awareness
Sougata Saha, Saurabh Kumar Pandey, Monojit Choudhury
Sneaking Syntax into Transformer Language Models with Tree Regularization
Ananjan Nandi, Christopher D Manning, Shikhar Murty
Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization Abilities
Kourosh T Baghaei, Dieter Pfoser, Antonios Anastasopoulos