Papers
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation
Bohao Yang, Kun Zhao, Dong Liu et al.
Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks
Chongxin Li, Hanzhang Wang, Yuchun Fang
Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions
Frederic Kirstein, Sonu Kumar, Terry Ruas et al.
Entity Profile Generation and Reasoning with LLMs for Entity Alignment
Rumana Ferdous Munne, Md Mostafizur Rahman, Yuji Matsumoto
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests
Filippo Momentè, Alessandro Suglia, Mario Giulianelli et al.
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark
Davide Testa, Giovanni Bonetta, Raffaella Bernardi et al.
Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
Sangmin Song, Juhwan Choi, JungMin Yun et al.
Feel the Difference? A Comparative Analysis of Emotional Arcs in Real and LLM-Generated CBT Sessions
Xiaoyi Wang, Jiwei Zhang, Guangtao Zhang et al.
Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding
Hangdi Xing, Feiyu Gao, Qi Zheng et al.
CoTD-PO: Chain-of-Thought Distillation with Preference Optimization
Lujie Niu, Haochen Sun, Fangkun Zhao et al.
Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy
Paramita Mirza, Lucas Weber, Fabian Küch
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.
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.