语言大模型 / LLM

Enhanced Urdu Intent Detection with Large Language Models and Prototype-Informed Predictive Pipelines

Faiza Hassan, Summra Saleem, Kashif Javed, Muhammad Nabeel Asim, Abdur Rehman, Andreas Dengel

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Comments 42 pages, 10 figures(including 6 graphs)

Leveraging Large Language Models to Predict Antibody Biological Activity Against Influenza A Hemagglutinin

Ella Barkan, Ibrahim Siddiqui, Kevin J. Cheng, Alex Golts, Yoel Shoshan, Jeffrey K. Weber, Yailin Campos Mota, Michal Ozery-Flato, Giuseppe A. Sautto

专题命中 评测与基准 ：large language model(title)；language model(title)；foundation model(abstract)；分类 cs.AI、cs.LG

Journal ref https://www.csbj.org/article/S2001-0370(25)00105-9/fulltext

Adversarial Style Augmentation via Large Language Model for Robust Fake News Detection

Sungwon Park, Sungwon Han, Xing Xie, Jae-Gil Lee, Meeyoung Cha

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Comments WWW'25 research track accepted

BRIDGES: Bridging Graph Modality and Large Language Models within EDA Tasks

Wei Li, Yang Zou, Christopher Ellis, Ruben Purdy, Shawn Blanton, José M. F. Moura

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.AI、cs.LG

Retrieval Backward Attention without Additional Training: Enhance Embeddings of Large Language Models via Repetition

Yifei Duan, Raphael Shang, Deng Liang, Yongqiang Cai

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.LG

DFlow: Diverse Dialogue Flow Simulation with Large Language Models

Wanyu Du, Song Feng, James Gung, Lijia Sun, Yi Zhang, Saab Mansour, Yanjun Qi

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Comments 16 pages

CAMEL: Continuous Action Masking Enabled by Large Language Models for Reinforcement Learning

Yanxiao Zhao, Yangge Qian, Jingyang Shan, Xiaolin Qin

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.AI、cs.LG

Comments Accepted at RLDM 2025

Evaluating the Prompt Steerability of Large Language Models

Erik Miehling, Michael Desmond, Karthikeyan Natesan Ramamurthy, Elizabeth M. Daly, Pierre Dognin, Jesus Rios, Djallel Bouneffouf, Miao Liu

专题命中 评测与基准 ：large language model(title)；language model(title)；prompting(abstract)；分类 cs.CL、cs.AI

Comments Short version appeared at the Pluralistic Alignment workshop at NeurIPS 2024; extended version appeared at NAACL 2025

ERASMO: Leveraging Large Language Models for Enhanced Clustering Segmentation

Fillipe dos Santos Silva, Gabriel Kenzo Kakimoto, Julio Cesar dos Reis, Marcelo S. Reis

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Comments 15 pages, 10 figures, published in BRACIS 2024 conference

FinanceQA: A Benchmark for Evaluating Financial Analysis Capabilities of Large Language Models

Spencer Mateega, Carlos Georgescu, Danny Tang

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.LG

Comments 10 pages, 7 figures

Benchmarking Distributional Alignment of Large Language Models

Nicole Meister, Carlos Guestrin, Tatsunori Hashimoto

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models

Yiming Chen, Xianghu Yue, Xiaoxue Gao, Chen Zhang, Luis Fernando D'Haro, Robby T. Tan, Haizhou Li

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI

Comments EMNLP24 Findings. Data available at https://github.com/MatthewCYM/MALLM

MIMIC-IV-Ext-PE: Using a large language model to predict pulmonary embolism phenotype in the MIMIC-IV dataset

B. D. Lam, S. Ma, I. Kovalenko, P. Wang, O. Jafari, A. Li, S. Horng

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.LG

RobustKV: Defending Large Language Models against Jailbreak Attacks via KV Eviction

Tanqiu Jiang, Zian Wang, Jiacheng Liang, Changjiang Li, Yuhui Wang, Ting Wang

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI

Large Language Models for Biomedical Text Simplification: Promising But Not There Yet

Zihao Li, Samuel Belkadi, Nicolo Micheletti, Lifeng Han, Matthew Shardlow, Goran Nenadic

专题命中 评测与基准 ：large language model(title)；language model(title)；prompting(abstract)；分类 cs.CL、cs.AI

Comments Extended system report for PLABA-2023. arXiv admin note: substantial text overlap with arXiv:2309.13202

JavaBench: A Benchmark of Object-Oriented Code Generation for Evaluating Large Language Models

Jialun Cao, Zhiyong Chen, Jiarong Wu, Shing-chi Cheung, Chang Xu

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.AI、cs.LG

Comments Accepted by ASE 2024

CIRCUITSYNTH: Leveraging Large Language Models for Circuit Topology Synthesis

Prashanth Vijayaraghavan, Luyao Shi, Ehsan Degan, Xin Zhang

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.AI、cs.LG

Comments 6 pages, 1 figure, LAD'24

A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models

Yihan Wu, Zhengmian Hu, Junfeng Guo, Hongyang Zhang, Heng Huang

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.LG

Comments ICML 2024

Data Efficient Evaluation of Large Language Models and Text-to-Image Models via Adaptive Sampling

Cong Xu, Gayathri Saranathan, Mahammad Parwez Alam, Arpit Shah, James Lim, Soon Yee Wong, Foltin Martin, Suparna Bhattacharya

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.LG

Visual Hallucinations of Multi-modal Large Language Models

Wen Huang, Hongbin Liu, Minxin Guo, Neil Zhenqiang Gong

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.AI、cs.LG

Comments To appear in ACL Findings, 2024

One-Shot Learning as Instruction Data Prospector for Large Language Models

Yunshui Li, Binyuan Hui, Xiaobo Xia, Jiaxi Yang, Min Yang, Lei Zhang, Shuzheng Si, Ling-Hao Chen, Junhao Liu, Tongliang Liu, Fei Huang, Yongbin Li

专题命中 评测与基准 ：large language model(title)；language model(title)；instruction tuning(abstract)；分类 cs.CL、cs.AI

Comments ACL 2024

Revisiting Dynamic Evaluation: Online Adaptation for Large Language Models

Amal Rannen-Triki, Jorg Bornschein, Razvan Pascanu, Marcus Hutter, Andras György, Alexandre Galashov, Yee Whye Teh, Michalis K. Titsias

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.LG

Multi-Lingual Malaysian Embedding: Leveraging Large Language Models for Semantic Representations

Husein Zolkepli, Aisyah Razak, Kamarul Adha, Ariff Nazhan

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.LG

Response Generation for Cognitive Behavioral Therapy with Large Language Models: Comparative Study with Socratic Questioning

Kenta Izumi, Hiroki Tanaka, Kazuhiro Shidara, Hiroyoshi Adachi, Daisuke Kanayama, Takashi Kudo, Satoshi Nakamura

专题命中 评测与基准 ：large language model(title)；language model(title)；LLM(abstract)；分类 cs.CL、cs.AI

Comments Accepted by IWSDS2024

Large Language Models for Semantic Monitoring of Corporate Disclosures: A Case Study on Korea's Top 50 KOSPI Companies

Junwon Sung, Woojin Heo, Yunkyung Byun, Youngsam Kim

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

CephGPT-4: An Interactive Multimodal Cephalometric Measurement and Diagnostic System with Visual Large Language Model

Lei Ma, Jincong Han, Zhaoxin Wang, Dian Zhang

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

CORE-GPT: Combining Open Access research and large language models for credible, trustworthy question answering

David Pride, Matteo Cancellieri, Petr Knoth

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Comments 12 pages, accepted submission to TPDL2023

The Debate Over Understanding in AI's Large Language Models

Melanie Mitchell, David C. Krakauer

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.AI、cs.LG

Comments Under submission as a Perspective article. Updated with additional discussion and citations

Journal ref Proceedings of the National Academy of Sciences 120 (13), 2023

Measuring Reliability of Large Language Models through Semantic Consistency

Harsh Raj, Domenic Rosati, Subhabrata Majumdar

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.AI

Comments NeurIPS 2022 ML Safety Workshop, https://neurips2022.mlsafety.org

Evaluating the Text-to-SQL Capabilities of Large Language Models

Nitarshan Rajkumar, Raymond Li, Dzmitry Bahdanau

专题命中 评测与基准 ：language model(title,abstract)；large language model(title)；分类 cs.CL、cs.LG