Papers
5,479 papers found
Exploring the Limits of Fine-grained LLM-based Physics Inference via Premise Removal Interventions
Jordan Meadows, Tamsin Emily James, Andre Freitas
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature
Uri Katz, Mosh Levy, Yoav Goldberg
Active Learning for Abstractive Text Summarization via LLM-Determined Curriculum and Certainty Gain Maximization
Dongyuan Li, Ying Zhang, Zhen Wang et al.
Instruct, Not Assist: LLM-based Multi-Turn Planning and Hierarchical Questioning for Socratic Code Debugging
Priyanka Kargupta, Ishika Agarwal, Dilek Hakkani Tur et al.
A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation
Irune Zubiaga, Aitor Soroa, Rodrigo Agerri
A Survey on Detection of LLMs-Generated Content
Xianjun Yang, Liangming Pan, Xuandong Zhao et al.
TrustAgent: Towards Safe and Trustworthy LLM-based Agents
Wenyue Hua, Xianjun Yang, Mingyu Jin et al.
FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
Ruixuan Xiao, Wentao Ma, Ke Wang et al.
LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
Jiahao Ying, Mingbao Lin, Yixin Cao et al.
Zero-shot Persuasive Chatbots with LLM-Generated Strategies and Information Retrieval
Kazuaki Furumai, Roberto Legaspi, Julio Cesar Vizcarra Romero et al.
An LLM-Enabled Knowledge Elicitation and Retrieval Framework for Zero-Shot Cross-Lingual Stance Identification
Ruike Zhang, Yuan Tian, Penghui Wei et al.
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford et al.
How You Prompt Matters! Even Task-Oriented Constraints in Instructions Affect LLM-Generated Text Detection
Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki
LLM-Based Multi-Hop Question Answering with Knowledge Graph Integration in Evolving Environments
Ruirui Chen, Weifeng Jiang, Chengwei Qin et al.
Style-Compress: An LLM-Based Prompt Compression Framework Considering Task-Specific Styles
Xiao Pu, Tianxing He, Xiaojun Wan
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation
Yongjing Yin, Jiali Zeng, Yafu Li et al.
Analyzing Context Contributions in LLM-based Machine Translation
Emmanouil Zaranis, Nuno M Guerreiro, Andre Martins
Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs
Pritom Saha Akash, Kevin Chen-Chuan Chang
LLM-Based Robust Product Classification in Commerce and Compliance
Sina Gholamian, Gianfranco Romani, Bartosz Rudnikowicz et al.
Constructing Domain-Specific Evaluation Sets for LLM-as-a-judge
Ravi Shanker Raju, Swayambhoo Jain, Bo Li et al.
E-Commerce Product Categorization with LLM-based Dual-Expert Classification Paradigm
Zhu Cheng, Wen Zhang, Chih-Chi Chou et al.
Enhancing Contract Negotiations with LLM-Based Legal Document Comparison
Savinay Narendra, Kaushal Shetty, Adwait Ratnaparkhi
Augmenting Legal Decision Support Systems with LLM-based NLI for Analyzing Social Media Evidence
Ram Mohan Rao Kadiyala, Siddartha Pullakhandam, Kanwal Mehreen et al.
Analyzing Pokémon and Mario Streamers’ Twitch Chat with LLM-based User Embeddings
Mika Hämäläinen, Jack Rueter, Khalid Alnajjar
Empowering Teachers with Usability-Oriented LLM-Based Tools for Digital Pedagogy
Melany Vanessa Macias, Lev Kharlashkin, Leo Einari Huovinen et al.