Papers
Assessing LLM Reasoning Steps via Principal Knowledge Grounding
Hyeon Hwang, Yewon Cho, Chanwoong Yoon et al.
TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models
Yiran Zhang, Mo Wang, Xiaoyang Li et al.
MTabVQA: Evaluating Multi-Tabular Reasoning of Language Models in Visual Space
Anshul Singh, Chris Biemann, Jan Strich
Benchmarking Large Language Models for Cryptanalysis and Side-Channel Vulnerabilities
Utsav Maskey, Chencheng Zhu, Usman Naseem
Do LVLMs Know What They Know? A Systematic Study of Knowledge Boundary Perception in LVLMs
Zhikai Ding, Shiyu Ni, Keping Bi
Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text
Pia Sommerauer, Giulia Rambelli, Tommaso Caselli
MultiLingPoT: Boosting Mathematical Reasoning in LLMs through Multilingual Program Integration
Nianqi Li, Zujie Liang, Siyu Yuan et al.
Length Representations in Large Language Models
Sangjun Moon, Dasom Choi, Jingun Kwon et al.
EZ-VC: Easy Zero-shot Any-to-Any Voice Conversion
Advait Joglekar, Divyanshu Singh, Rooshil Rohit Bhatia et al.
Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation
Jihao Gu, Yingyao Wang, Meng Cao et al.
Inclusive Leadership in the Age of AI: A Dataset and Comparative Study of LLMs vs. Real-Life Leaders in Workplace Action Planning
Vindhya Singh, Sabine Schulte im Walde, Ksenia Keplinger
NormAL LoRA: What is the perfect size?
Aastik, Meghana Topu, Chinmay Kulkarni et al.
DeepNote: Note-Centric Deep Retrieval-Augmented Generation
Ruobing Wang, Qingfei Zhao, Yukun Yan et al.
LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring
Jinhee Jang, Ayoung Moon, Minkyoung Jung et al.
From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM
Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi et al.
Weak2Wise: An Automated, Lightweight Framework for Weak-LLM-Friendly Reasoning Synthesis
Jianing Lin, Yuanfang Guo, Shunning Liu et al.
CodeComplex: Dataset for Worst-Case Time Complexity Prediction
SeungYeop Baik, Joonghyuk Hahn, Jungin Kim et al.
Out-of-Context Reasoning in Large Language Models
Jonathan Shaki, Emanuele La Malfa, Michael J. Wooldridge et al.
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation
SungHwan Kim, Kwangwook Seo, Tongyoung Kim et al.
ALRPHFS: Adversarially Learned Risk Patterns with Hierarchical Fast & Slow Reasoning for Robust Agent Defense
Shiyu Xiang, Tong Zhang, Ronghao Chen
CLEAR: A Comprehensive Linguistic Evaluation of Argument Rewriting by Large Language Models
Thomas Huber, Christina Niklaus
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG
Shahar Levy, Nir Mazor, Lihi Shalmon et al.
On the Versatility of Sparse Autoencoders for In-Context Learning
Ikhyun Cho, Gaeul Kwon, Julia Hockenmaier
CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks
Sunguk Choi, Yonghoon Kwon, Heondeuk Lee
MUG-Eval: A Proxy Evaluation Framework for Multilingual Generation Capabilities in Any Language
Seyoung Song, Seogyeong Jeong, Eunsu Kim et al.