Papers
Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Benchmark
Mohammad Khodadad, Ali Shiraee Kasmaee, Mahdi Astaraki et al.
LARA: LLM-based Agile Power Distribution Network Restoration from Disastrous Events
Jishnu Warrier, Heqing Huang, Yuzhang Lin et al.
Task-aware Block Pruning with Output Distribution Signals for Large Language Models
Song-ha Jo, Youngrok Ko, Sang-goo Lee et al.
Quantifying Data Contamination in Psychometric Evaluations of LLMs
Jongwook Han, Woojung Song, Jonggeun Lee et al.
Coding Agents with Multimodal Browsing are Generalist Problem Solvers
Aditya Bharat Soni, Boxuan Li, Xingyao Wang et al.
NL2Logic: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models
Rizky Ramadhana Putra, Raihan Sultan Pasha Basuki, Yutong Cheng et al.
Role-Conditioned Refusals: Evaluating Access Control Reasoning in Large Language Models
Đorđe Klisura, Joseph Khoury, Ashish Kundu et al.
Think Hard Only When Needed: A Hybrid Best-of-N and Beam Search for Efficient Test-Time Compute
Hyewon Suh, Chaojian Li, Cheng-Jhih Shih et al.
Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes
Abdullah Al Monsur, Nitesh Vamshi Bommisetty, Gene Louis Kim
Evaluating Sparse Autoencoders for Monosemantic Representation
Moghis Fereidouni, Muhammad Umair Haider, Peizhong Ju et al.
QueStER: Query Specification for Generative Keyword-Based Retrieval
Arthur Satouf, Yuxuan Zong, Habiboulaye Amadou Boubacar et al.
Reasoning Beyond Literal: Cross-style Multimodal Reasoning for Figurative Language Understanding
Seyyed Saeid Cheshmi, Hahnemann Ortiz, James Mooney et al.
Argument-Based Consistency in Toxicity Explanations of LLMs
Ramaravind Kommiya Mothilal, Joanna Roy, Syed Ishtiaque Ahmed et al.
Distill and Align Decomposition for Enhanced Claim Verification
Jabez Magomere, Elena Kochkina, Samuel Mensah et al.
Can Models Help Us Create Better Models? Evaluating LLMs as Data Scientists
Michał Pietruszka, Łukasz Borchmann, Aleksander Jędrosz et al.
Beyond a Single Extractor: Re-thinking HTML-to-Text Extraction for LLM Pre-training
Jeffrey Li, Joshua P Gardner, Doug Kang et al.
Token-Wise Kernels (TWiKers) for Vicinity-Aware Attention in Transformers
Kuangdai Leng, Jia Bi, Samuel Pinilla et al.
Better Call CLAUSE: A Discrepancy Benchmark for Auditing LLMs Legal Reasoning Capabilities
Manan Roy Choudhury, Adithya Chandramouli, Mannan Anand et al.
Compositional Reasoning via Joint Image and Language Decomposition
Dwip Dalal, Madhav Kanda, Zhenhailong Wang et al.
Neural network embeddings recover value dimensions from psychometric survey items on par with human data
Max Pellert, Clemens M Lechner, Indira Sen et al.
What Matters to an LLM? Behavioral and Computational Evidences from Summarization
Yongxin Zhou, Changshun Wu, Philippe Mulhem et al.
A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction
Marco Martinelli, Stefano Marchesin, Vanessa Bonato et al.
RADAR: A Reasoning-Guided Attribution Framework for Explainable Visual Data Analysis
Anku Rani, Aparna Garimella, Apoorv Saxena et al.
Test-time Corpus Feedback: From Retrieval to RAG
Mandeep Rathee, Venktesh V, Sean MacAvaney et al.
Punctuations and Predicates in Language Models
Sonakshi Chauhan, Maheep Chaudhary, Choy Kwan Kiu et al.