Title
What Drives Performance in Multilingual Language Models? Sina Bagheri Nezhad Ameeta Agrawal LRM 35 9 0 29 Apr 2024
HLSTransform: Energy-Efficient Llama 2 Inference on FPGAs Via High Level Synthesis Andy He Darren Key Mason Bulling Andrew Chang Skyler Shapiro Everett Lee 32 1 0 29 Apr 2024
Spivavtor: An Instruction Tuned Ukrainian Text Editing Model Aman Saini Artem Chernodub Vipul Raheja Vivek Kulkarni 27 1 0 29 Apr 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 26 5 0 28 Apr 2024
PatentGPT: A Large Language Model for Intellectual Property Zilong Bai Ruiji Zhang Linqing Chen Qijun Cai Yuan Zhong ... Fu Bian Xiaolong Gu Lisha Zhang Weilei Wang Changyang Tu 41 3 0 28 Apr 2024
Empirical Analysis of Dialogue Relation Extraction with Large Language Models Guozheng Li Zijie Xu Ziyu Shang Jiajun Liu Ke Ji Yikai Guo 48 2 0 27 Apr 2024
IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages Harman Singh Nitish Gupta Shikhar Bharadwaj Dinesh Tewari Partha P. Talukdar ELM 32 22 0 25 Apr 2024
Tele-FLM Technical Report Xiang Li Yiqun Yao Xin Jiang Xuezhi Fang Chao Wang ... Yequan Wang Zhongjiang He Zhongyuan Wang Xuelong Li Tiejun Huang 30 3 0 25 Apr 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall Jiaqing Yuan Lin Pan Chung-Wei Hang Jiang Guo Jiarong Jiang Bonan Min Patrick K. L. Ng Zhiguo Wang HILM ELM 32 3 0 24 Apr 2024
A Human-Computer Collaborative Tool for Training a Single Large Language Model Agent into a Network through Few Examples Lihang Pan Yuxuan Li Chun Yu Yuanchun Shi LLMAG 38 1 0 24 Apr 2024
CORM: Cache Optimization with Recent Message for Large Language Model Inference Jincheng Dai Zhuowei Huang Haiyun Jiang Chen Chen Deng Cai Wei Bi Shuming Shi 22 3 0 24 Apr 2024
No Train but Gain: Language Arithmetic for training-free Language Adapters enhancement Mateusz Klimaszewski Piotr Andruszkiewicz Alexandra Birch MoMe 40 4 0 24 Apr 2024
From Matching to Generation: A Survey on Generative Information Retrieval Xiaoxi Li Jiajie Jin Yujia Zhou Yuyao Zhang Peitian Zhang Yutao Zhu Zhicheng Dou 3DV 67 46 0 23 Apr 2024
Pixels and Predictions: Potential of GPT-4V in Meteorological Imagery Analysis and Forecast Communication John R. Lawson Montgomery Flora Kevin H. Goebbert Seth N. Lyman Corey K. Potvin David M. Schultz Adam J. Stepanek Joseph E. Trujillo-Falcón MLLM 39 1 0 22 Apr 2024
A Survey on Efficient Inference for Large Language Models Zixuan Zhou Xuefei Ning Ke Hong Tianyu Fu Jiaming Xu ... Shengen Yan Guohao Dai Xiao-Ping Zhang Yuhan Dong Yu-Xiang Wang 46 82 0 22 Apr 2024
Evaluating Subword Tokenization: Alien Subword Composition and OOV Generalization Challenge Khuyagbaatar Batsuren Ekaterina Vylomova Verna Dankers Tsetsuukhei Delgerbaatar Omri Uzan Yuval Pinter Gábor Bella 27 9 0 20 Apr 2024
UIClip: A Data-driven Model for Assessing User Interface Design Jason Wu Yi-Hao Peng Amanda Li Amanda Swearngin Jeffrey P. Bigham Jeffrey Nichols HAI 16 6 0 18 Apr 2024
Token-level Direct Preference Optimization Yongcheng Zeng Guoqing Liu Weiyu Ma Ning Yang Haifeng Zhang Jun Wang 24 42 0 18 Apr 2024
Exploring the landscape of large language models: Foundations, techniques, and challenges M. Moradi Ke Yan David Colwell Matthias Samwald Rhona Asgari OffRL 42 1 0 18 Apr 2024
CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment Geyu Lin Bin Wang Zhengyuan Liu Nancy F. Chen 32 7 0 18 Apr 2024
From Image to Video, what do we need in multimodal LLMs? Suyuan Huang Haoxin Zhang Yan Gao Yao Hu Zengchang Qin VLM 39 8 0 18 Apr 2024
A Preference-driven Paradigm for Enhanced Translation with Large Language Models D. Zhu Sony Trenous Xiaoyu Shen Dietrich Klakow Bill Byrne Eva Hasler 57 3 0 17 Apr 2024
Position Engineering: Boosting Large Language Models through Positional Information Manipulation Zhiyuan He Huiqiang Jiang Zilong Wang Yuqing Yang Luna Qiu Lili Qiu LLMAG 24 5 0 17 Apr 2024
Neuron Specialization: Leveraging intrinsic task modularity for multilingual machine translation Shaomu Tan Di Wu Christof Monz MoMe 29 7 0 17 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 58 44 0 17 Apr 2024
LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs Taeho Kim Yanming Wang Vatshank Chaturvedi Lokesh Gupta Seyeon Kim Yongin Kwon Sangtae Ha 36 4 0 16 Apr 2024
Teaching a Multilingual Large Language Model to Understand Multilingual Speech via Multi-Instructional Training Pavel Denisov Ngoc Thang Vu 31 2 0 16 Apr 2024
Construction of Domain-specified Japanese Large Language Model for Finance through Continual Pre-training Masanori Hirano Kentaro Imajo CLL 25 1 0 16 Apr 2024
Improving the Capabilities of Large Language Model Based Marketing Analytics Copilots With Semantic Search And Fine-Tuning Yilin Gao Arava Sai Kumar Yancheng Li James W. Snyder AI4MH 32 2 0 16 Apr 2024
LLeMpower: Understanding Disparities in the Control and Access of Large Language Models Vishwas Sathish Hannah Lin Aditya K Kamath Anish Nyayachavadi 24 4 0 14 Apr 2024
Navigating the Landscape of Large Language Models: A Comprehensive Review and Analysis of Paradigms and Fine-Tuning Strategies Benjue Weng LM&MA 35 7 0 13 Apr 2024
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning Yijiang Liu Rongyu Zhang Huanrui Yang Kurt Keutzer Yuan Du Li Du Shanghang Zhang MoE 36 6 0 13 Apr 2024
The Role of Language Imbalance in Cross-lingual Generalisation: Insights from Cloned Language Experiments Anton Schäfer Shauli Ravfogel Thomas Hofmann Tiago Pimentel Imanol Schlag 55 3 0 11 Apr 2024
ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs Lei Sun Zhengwei Tao Youdi Li Hiroshi Arakawa 34 3 0 11 Apr 2024
Learning to Localize Objects Improves Spatial Reasoning in Visual-LLMs Kanchana Ranasinghe Satya Narayan Shukla Omid Poursaeed Michael S. Ryoo Tsung-Yu Lin LRM 38 23 0 11 Apr 2024
DyKnow:Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs Seyed Mahed Mousavi Simone Alghisi Giuseppe Riccardi KELM 30 5 0 10 Apr 2024
XNLIeu: a dataset for cross-lingual NLI in Basque Maite Heredia Julen Etxaniz Muitze Zulaika X. Saralegi Jeremy Barnes A. Soroa 16 1 0 10 Apr 2024
Understanding Cross-Lingual Alignment -- A Survey Katharina Hämmerl Jindvrich Libovický Alexander M. Fraser 36 10 0 09 Apr 2024
Cendol: Open Instruction-tuned Generative Large Language Models for Indonesian Languages Samuel Cahyawijaya Holy Lovenia Fajri Koto Rifki Afina Putri Emmanuel Dave ... Bryan Wilie Genta Indra Winata Alham Fikri Aji Ayu Purwarianti Pascale Fung 47 15 0 09 Apr 2024
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models Zhuohao Yu Chang Gao Wenjin Yao Yidong Wang Zhengran Zeng Wei Ye Jindong Wang Yue Zhang Shikun Zhang 41 1 0 09 Apr 2024
Privacy Preserving Prompt Engineering: A Survey Kennedy Edemacu Xintao Wu 39 18 0 09 Apr 2024
The Hallucinations Leaderboard -- An Open Effort to Measure Hallucinations in Large Language Models Giwon Hong Aryo Pradipta Gema Rohit Saxena Xiaotang Du Ping Nie ... Laura Perez-Beltrachini Max Ryabinin Xuanli He Clémentine Fourrier Pasquale Minervini LRM HILM 33 9 0 08 Apr 2024
SambaLingo: Teaching Large Language Models New Languages Zoltan Csaki Bo Li Jonathan Li Qiantong Xu Pian Pawakapan Leon Zhang Yun Du Hengyu Zhao Changran Hu Urmish Thakker 32 6 0 08 Apr 2024
Xiwu: A Basis Flexible and Learnable LLM for High Energy Physics Zhengde Zhang Yiyu Zhang Haodong Yao Jianwen Luo Rui Zhao ... Ke Li Lina Zhao Jun Cao Fazhi Qi Changzheng Yuan 27 2 0 08 Apr 2024
DLoRA: Distributed Parameter-Efficient Fine-Tuning Solution for Large Language Model Chao Gao Sai Qian Zhang ALM 118 7 0 08 Apr 2024
X-VARS: Introducing Explainability in Football Refereeing with Multi-Modal Large Language Model Jan Held Hani Itani A. Cioppa Silvio Giancola Bernard Ghanem Marc Van Droogenbroeck 33 16 0 07 Apr 2024
Multilingual Large Language Model: A Survey of Resources, Taxonomy and Frontiers Libo Qin Qiguang Chen Yuhang Zhou Zhi Chen Yinghui Li Lizi Liao Min Li Wanxiang Che Philip S. Yu LRM 47 36 0 07 Apr 2024
PhyloLM : Inferring the Phylogeny of Large Language Models and Predicting their Performances in Benchmarks Nicolas Yax Pierre-Yves Oudeyer Stefano Palminteri 59 5 0 06 Apr 2024
Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models Songtao Jiang Yan Zhang Chenyi Zhou Yeying Jin Yang Feng Jian Wu Zuozhu Liu LRM VLM 43 4 0 06 Apr 2024
Lossless and Near-Lossless Compression for Foundation Models Moshik Hershcovitch Leshem Choshen Andrew Wood Ilias Enmouri Peter Chin S. Sundararaman Danny Harnik 47 5 0 05 Apr 2024