Title
A Simple yet Efficient Ensemble Approach for AI-generated Text Detection Harika Abburi Kalyani Roy Michael Suesserman Nirmala Pudota Balaji Veeramani Edward Bowen Sanmitra Bhattacharya DeLMO 45 10 0 06 Nov 2023
PhoGPT: Generative Pre-training for Vietnamese Dat Quoc Nguyen L. T. Nguyen Chi Tran Dung Ngoc Nguyen D.Q. Phung Hung Bui 36 9 0 06 Nov 2023
FaMeSumm: Investigating and Improving Faithfulness of Medical Summarization Nan Zhang Yusen Zhang Wu Guo P. Mitra Rui Zhang HILM 43 4 0 03 Nov 2023
Post Turing: Mapping the landscape of LLM Evaluation Alexey Tikhonov Ivan P. Yamshchikov ELM 66 4 0 03 Nov 2023
The language of prompting: What linguistic properties make a prompt successful? Alina Leidinger R. Rooij Ekaterina Shutova 46 43 0 03 Nov 2023
Indicative Summarization of Long Discussions S. Syed Dominik Schwabe Khalid Al Khatib Martin Potthast 36 1 0 03 Nov 2023
Sentiment Analysis through LLM Negotiations Xiaofei Sun Xiaoya Li Shengyu Zhang Shuhe Wang Fei Wu Jiwei Li Tianwei Zhang Guoyin Wang 50 16 0 03 Nov 2023
Towards Concept-Aware Large Language Models Chen Shani Jilles Vreeken Dafna Shahaf LRM 30 6 0 03 Nov 2023
$R^3$ -NL2GQL: A Model Coordination and Knowledge Graph Alignment Approach for NL2GQL Yuhang Zhou Yu He Siyu Tian Yuchen Ni Zhangyue Yin ... Chuanjun Ji Sen Liu Xipeng Qiu Guangnan Ye Hongfeng Chai 32 5 0 03 Nov 2023
Large Language Models to the Rescue: Reducing the Complexity in Scientific Workflow Development Using ChatGPT Mario Sanger Ninon De Mecquenem Katarzyna Ewa Lewiñska Vasilis Bountris Fabian Lehmann Ulf Leser Thomas Kosch 41 4 0 03 Nov 2023
AFPQ: Asymmetric Floating Point Quantization for LLMs Yijia Zhang Sicheng Zhang Shijie Cao Dayou Du Jianyu Wei Ting Cao Ningyi Xu MQ 33 6 0 03 Nov 2023
TCM-GPT: Efficient Pre-training of Large Language Models for Domain Adaptation in Traditional Chinese Medicine Guoxing Yang Jianyu Shi Zan Wang Xiaohong Liu Guangyu Wang 27 17 0 03 Nov 2023
FinGPT: Large Generative Models for a Small Language Risto Luukkonen Ville Komulainen Jouni Luoma Anni Eskelinen Jenna Kanerva ... Mikko Merioksa Jyrki Heinonen Aija Vahtola Samuel Antao S. Pyysalo LM&MA 28 42 0 03 Nov 2023
Market Concentration Implications of Foundation Models Jai Vipra Anton Korinek ELM 45 16 0 02 Nov 2023
Continual Learning Under Language Shift Evangelia Gogoulou Timothée Lesort Magnus Boman Joakim Nivre KELM CLL 51 4 0 02 Nov 2023
ChineseWebText: Large-scale High-quality Chinese Web Text Extracted with Effective Evaluation Model Jianghao Chen Pu Jian Tengxiao Xi Yidong Yi Qianlong Du Chenglin Ding Guibo Zhu Chengqing Zong Jinqiao Wang Jiajun Zhang 43 7 0 02 Nov 2023
Learning A Multi-Task Transformer Via Unified And Customized Instruction Tuning For Chest Radiograph Interpretation Lijian Xu Ziyu Ni Xinglong Liu Xiaosong Wang Hongsheng Li Shaoting Zhang MedIm LM&MA 32 4 0 02 Nov 2023
Multi-dimensional data refining strategy for effective fine-tuning LLMs Thanh Nguyen Ngoc Q. Tran Arthur Tang Bao Nguyen Thuy Nguyen Thanh Pham 23 0 0 02 Nov 2023
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation Ta-Chung Chi Ting-Han Fan Alexander I. Rudnicky 30 4 0 01 Nov 2023
CROMA: Remote Sensing Representations with Contrastive Radar-Optical Masked Autoencoders A. Fuller K. Millard James R. Green 39 62 0 01 Nov 2023
Representativeness as a Forgotten Lesson for Multilingual and Code-switched Data Collection and Preparation A. Seza Doğruöz Sunayana Sitaram Zheng-Xin Yong 51 13 0 31 Oct 2023
InstructCoder: Instruction Tuning Large Language Models for Code Editing Kaixin Li Qisheng Hu Xu Zhao Hui Chen Yuxi Xie Tiedong Liu Qizhe Xie Junxian He ALM SyDa 44 12 0 31 Oct 2023
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests Max J. van Duijn Bram van Dijk Tom Kouwenhoven Werner de Valk M. Spruit P. V. D. Putten ELM LRM 33 28 0 31 Oct 2023
CreoleVal: Multilingual Multitask Benchmarks for Creoles Heather Lent Kushal Tatariya Raj Dabre Yiyi Chen Marcell Richard Fekete ... Miryam de Lhoneux Daniel Hershcovich Michel DeGraff Anders Sogaard Johannes Bjerva SLR 43 9 0 30 Oct 2023
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Nan He Hanyu Lai Chenyang Zhao Zirui Cheng Junting Pan ... Zhaohui Hou Zhiyuan Huang Shaoqing Lu Ding Liang Mingjie Zhan LRM 29 13 0 29 Oct 2023
FP8-LM: Training FP8 Large Language Models Houwen Peng Kan Wu Yixuan Wei Guoshuai Zhao Yuxiang Yang ... Zheng Zhang Shuguang Liu Joe Chau Han Hu Peng Cheng MQ 59 40 0 27 Oct 2023
Cultural Adaptation of Recipes Yong Cao Yova Kementchedjhieva Ruixiang Cui Antonia Karamolegkou Li Zhou Megan Dare Lucia Donatelli Daniel Hershcovich 23 5 0 26 Oct 2023
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI Shayne Longpre Robert Mahari Anthony Chen Naana Obeng-Marnu Damien Sileo ... K. Bollacker Tongshuang Wu Luis Villa Sandy Pentland Sara Hooker 32 56 0 25 Oct 2023
DEFT: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection Devleena Das Vivek Khetan 34 1 0 25 Oct 2023
Multiple Key-value Strategy in Recommendation Systems Incorporating Large Language Model Dui Wang Xiangyu Hou Xiaohui Yang Bo Zhang Renbing Chen Daiyue Xue KELM 29 3 0 25 Oct 2023
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking Zhenrui Yue Sara Rabhi Gabriel de Souza P. Moreira Dong Wang Even Oldridge LRM 53 36 0 25 Oct 2023
Locally Differentially Private Document Generation Using Zero Shot Prompting Saiteja Utpala Sara Hooker Pin-Yu Chen 26 38 0 24 Oct 2023
Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs through a Global Scale Prompt Hacking Competition Sander Schulhoff Jeremy Pinto Anaum Khan Louis-Franccois Bouchard Chenglei Si Svetlina Anati Valen Tagliabue Anson Liu Kost Christopher Carnahan Jordan L. Boyd-Graber SILM 44 41 0 24 Oct 2023
E-Sparse: Boosting the Large Language Model Inference through Entropy-based N:M Sparsity Yun Li Lin Niu Xipeng Zhang Kai Liu Jianchen Zhu Zhanhui Kang MoE 40 11 0 24 Oct 2023
SoK: Memorization in General-Purpose Large Language Models Valentin Hartmann Anshuman Suri Vincent Bindschaedler David Evans Shruti Tople Robert West KELM LLMAG 29 21 0 24 Oct 2023
MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications Yizhe Yang Huashan Sun Jiawei Li Runheng Liu Yinghao Li Yuhang Liu Heyan Huang Yang Gao ALM LRM 16 8 0 24 Oct 2023
BLESS: Benchmarking Large Language Models on Sentence Simplification Tannon Kew Alison Chi Laura Vásquez-Rodríguez Sweta Agrawal Dennis Aumiller Fernando Alva-Manchego Teven Le Scao 53 23 0 24 Oct 2023
Retrieval-based Knowledge Transfer: An Effective Approach for Extreme Large Language Model Compression Jiduan Liu Jiahao Liu Qifan Wang Jingang Wang Xunliang Cai Dongyan Zhao Ran Wang Rui Yan 32 4 0 24 Oct 2023
TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction Junyi Liu Liangzhi Li Tong Xiang Bowen Wang Yiming Qian 41 31 0 24 Oct 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention Negar Foroutan Mohammadreza Banaei Karl Aberer Antoine Bosselut LRM 25 3 0 23 Oct 2023
CRoW: Benchmarking Commonsense Reasoning in Real-World Tasks Mete Ismayilzada Debjit Paul Syrielle Montariol Mor Geva Antoine Bosselut LRM 39 5 0 23 Oct 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis Shih-Chieh Dai Aiping Xiong Lun-Wei Ku 32 68 0 23 Oct 2023
Meta learning with language models: Challenges and opportunities in the classification of imbalanced text Apostol T. Vassilev Honglan Jin Munawar Hasan 29 0 0 23 Oct 2023
Did the Neurons Read your Book? Document-level Membership Inference for Large Language Models Matthieu Meeus Shubham Jain Marek Rei Yves-Alexandre de Montjoye MIALM 34 29 0 23 Oct 2023
Assessing Step-by-Step Reasoning against Lexical Negation: A Case Study on Syllogism Mengyu Ye Tatsuki Kuribayashi Jun Suzuki Goro Kobayashi Hiroaki Funayama LRM 36 8 0 23 Oct 2023
DISC-FinLLM: A Chinese Financial Large Language Model based on Multiple Experts Fine-tuning Wei Chen Qiushi Wang Zefei Long Xianyin Zhang Zhongtian Lu ... Siyuan Wang Jiarong Xu Xiang Bai Xuanjing Huang Zhongyu Wei 83 43 0 23 Oct 2023
Geographical Erasure in Language Generation Pola Schwöbel Jacek Golebiowski Michele Donini Cédric Archambeau Danish Pruthi 26 5 0 23 Oct 2023
Conversational Recommender System and Large Language Model Are Made for Each Other in E-commerce Pre-sales Dialogue Yuanxing Liu Wei-Nan Zhang Yifan Chen Yuchi Zhang Haopeng Bai Fan Feng Hengbin Cui Yongbin Li Wanxiang Che 43 21 0 23 Oct 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages Chiyu Zhang Khai Duy Doan Qisheng Liao Muhammad Abdul-Mageed 43 6 0 23 Oct 2023
PRCA: Fitting Black-Box Large Language Models for Retrieval Question Answering via Pluggable Reward-Driven Contextual Adapter Haoyan Yang Zhitao Li Yong Zhang Jianzong Wang Ning Cheng Ming Li Jing Xiao RALM 19 29 0 23 Oct 2023