Papers
2,781 papers found
Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation
Roman Kyslyi, Yuliia Maksymiuk, Ihor Pysmennyi
Think Like a Person Before Responding: A Multi-Faceted Evaluation of Persona-Guided LLMs for Countering Hate Speech.
Mikel Ngueajio, Flor Miriam Plaza-del-Arco, Yi-Ling Chung et al.
Can Prompting LLMs Unlock Hate Speech Detection across Languages? A Zero-shot and Few-shot Study
Faeze Ghorbanpour, Daryna Dementieva, Alexander Fraser
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation
Leon Fröhling, Gianluca Demartini, Dennis Assenmacher
Using LLMs and Preference Optimization for Agreement-Aware HateWiC Classification
Sebastian Loftus, Adrian Mülthaler, Sanne Hoeken et al.
Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR
Guilherme Nunes, Vitor Rolla, Duarte Pereira et al.
Injecting Structured Knowledge into LLMs via Graph Neural Networks
Zichao Li, Zong Ke, Puning Zhao
BARTABSA++: Revisiting BARTABSA with Decoder LLMs
Jan Pfister, Tom Völker, Anton Vlasjuk et al.
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs
Ankush Raut, Xiaofeng Zhu, Maria Leonor Pacheco
LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation
Jiahao Yuan, Xingzhe Sun, Xing Yu et al.
LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning
Xinye Li, Mingqi Wan, Dianbo Sui
LLMSR@XLLM25: A Language Model-Based Pipeline for Structured Reasoning Data Construction
Hongrui Xing, Xinzhang Liu, Zhuo Jiang et al.
Beyond the Known: Investigating LLMs Performance on Out-of-Domain Intent Detection
Pei Wang, Keqing He, Yejie Wang et al.
Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs?
Wangyue Li, Liangzhi Li, Tong Xiang et al.
Clarifying Completions: Evaluating How LLMs Respond to Incomplete Questions
Angus Addlesee, Oliver Lemon, Arash Eshghi
Decoding at the Speed of Thought: Harnessing Parallel Decoding of Lexical Units for LLMs
Chenxi Sun, Hongzhi Zhang, Zijia Lin et al.
Detecting Conceptual Abstraction in LLMs
Michaela Regneri, Alhassan Abdelhalim, Soeren Laue
Effective Distillation of Table-based Reasoning Ability from LLMs
Bohao Yang, Chen Tang, Kun Zhao et al.
Eliciting Motivational Interviewing Skill Codes in Psychotherapy with LLMs: A Bilingual Dataset and Analytical Study
Xin Sun, Jiahuan Pei, Jan de Wit et al.
Enhancing Code Generation Performance of Smaller Models by Distilling the Reasoning Ability of LLMs
Zhihong Sun, Chen Lyu, Bolun Li et al.
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data
Parth Patwa, Simone Filice, Zhiyu Chen et al.
Ethical Reasoning and Moral Value Alignment of LLMs Depend on the Language We Prompt Them in
Utkarsh Agarwal, Kumar Tanmay, Aditi Khandelwal et al.
Exploring the Potential of Large Language Models (LLMs) for Low-resource Languages: A Study on Named-Entity Recognition (NER) and Part-Of-Speech (POS) Tagging for Nepali Language
Bipesh Subedi, Sunil Regmi, Bal Krishna Bal et al.