Papers
2,781 papers found
KaFT: Knowledge-aware Fine-tuning for Boosting LLMs’ Domain-specific Question-Answering Performance
Qihuang Zhong, Liang Ding, Xiantao Cai et al.
COVER: Context-Driven Over-Refusal Verification in LLMs
Giovanni Sullutrone, Riccardo A. Vigliermo, Sonia Bergamaschi et al.
Missing the Margins: A Systematic Literature Review on the Demographic Representativeness of LLMs
Indira Sen, Marlene Lutz, Elisa Rogers et al.
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Omkar Thawakar, Dinura Dissanayake, Ketan Pravin More et al.
When Benchmarks Talk: Re-Evaluating Code LLMs with Interactive Feedback
Jane Pan, Ryan Shar, Jacob Pfau et al.
TituLLMs: A Family of Bangla LLMs with Comprehensive Benchmarking
Shahriar Kabir Nahin, Rabindra Nath Nandi, Sagor Sarker et al.
Let’s Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Robust and Instruction-Aware ASR and OCR
Chan-Jan Hsu, Yi-Chang Chen, Feng-Ting Liao et al.
Rectifying Belief Space via Unlearning to Harness LLMs’ Reasoning
Ayana Niwa, Masahiro Kaneko, Kentaro Inui
LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models
Marcus Tantakoun, Christian Muise, Xiaodan Zhu
From Conversation to Automation: Leveraging LLMs for Problem-Solving Therapy Analysis
Elham Aghakhani, Lu Wang, Karla T. Washington et al.
Do Language Models Mirror Human Confidence? Exploring Psychological Insights to Address Overconfidence in LLMs
Chenjun Xu, Bingbing Wen, Bin Han et al.
Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning
Haoyu Han, Yaochen Xie, Hui Liu et al.
Memorization vs. Reasoning: Updating LLMs with New Knowledge
Aochong Oliver Li, Tanya Goyal
BridG MT: Enhancing LLMs’ Machine Translation Capabilities with Sentence Bridging and Gradual MT
Seungwoo Choi, Gahyun Yoo, Jay-Yoon Lee
CoT-UQ: Improving Response-wise Uncertainty Quantification in LLMs with Chain-of-Thought
Boxuan Zhang, Ruqi Zhang
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning
Ke Ji, Yixin Lian, Linxu Li et al.
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs
Alan Saji, Jaavid Aktar Husain, Thanmay Jayakumar et al.
LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation
Yen-Shan Chen, Jing Jin, Peng-Ting Kuo et al.
ProcrustesGPT: Compressing LLMs with Structured Matrices and Orthogonal Transformations
Ekaterina Grishina, Mikhail Gorbunov, Maxim Rakhuba
MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment
Amir Hossein Kargaran, Ali Modarressi, Nafiseh Nikeghbal et al.
Challenging Multimodal LLMs with African Standardized Exams: A Document VQA Evaluation
Victor Tolulope Olufemi, Oreoluwa Boluwatife Babatunde, Emmanuel Bolarinwa et al.
In-Domain African Languages Translation Using LLMs and Multi-armed Bandits
Pratik Rakesh Singh, Kritarth Prasad, Mohammadi Zaki et al.
Beyond Generalization :Evaluating Multilingual LLMs for Yorùbá Animal Health Translation
Godwin Adegbehingbe, Anthony Soronnadi, Ife Adebara et al.
Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA
Paul Okewunmi, Favour James, Oluwadunsin Fajemila