Title
ToW: Thoughts of Words Improve Reasoning in Large Language Models Zhikun Xu Ming shen Jacob Dineen Zhaonan Li Xiao Ye Shijie Lu Aswin Rrv Chitta Baral Ben Zhou LRM 459 1 0 21 Oct 2024
A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers George Hannah Rita T. Sousa Ioannis Dasoulas Claudia dÁmato AILaw ELM 66 1 0 19 Oct 2024
From Test-Taking to Test-Making: Examining LLM Authoring of Commonsense Assessment Items Melissa Roemmele Andrew S. Gordon 62 2 0 18 Oct 2024
What's New in My Data? Novelty Exploration via Contrastive Generation Masaru Isonuma Ivan Titov 66 0 0 18 Oct 2024
Are AI Detectors Good Enough? A Survey on Quality of Datasets With Machine-Generated Texts German Gritsai Anastasia Voznyuk Andrey Grabovoy Yury Chekhovich DeLMO 156 2 0 18 Oct 2024
$γ-$ MoD: Exploring Mixture-of-Depth Adaptation for Multimodal Large Language Models Yaxin Luo Gen Luo Jiayi Ji Yiyi Zhou Xiaoshuai Sun Zhiqiang Shen Rongrong Ji VLM MoE 100 1 0 17 Oct 2024
Qtok: A Comprehensive Framework for Evaluating Multilingual Tokenizer Quality in Large Language Models Iaroslav Chelombitko Egor Safronov Aleksey Komissarov 76 1 0 16 Oct 2024
Bridging the Language Gaps in Large Language Models with Inference-Time Cross-Lingual Intervention Weixuan Wang Minghao Wu Barry Haddow Alexandra Birch LRM 83 5 0 16 Oct 2024
TradExpert: Revolutionizing Trading with Mixture of Expert LLMs Qianggang Ding Haochen Shi Jiadong Guo Bang Liu AIFin 114 3 0 16 Oct 2024
Semantics-Adaptive Activation Intervention for LLMs via Dynamic Steering Vectors Weixuan Wang J. Yang Wei Peng LLMSV 116 4 0 16 Oct 2024
Language model developers should report train-test overlap Andy K. Zhang Kevin Klyman Yifan Mai Yoav Levine Yian Zhang Rishi Bommasani Percy Liang VLM ELM 76 9 0 10 Oct 2024
Scalable Representation Learning for Multimodal Tabular Transactions Natraj Raman Sumitra Ganesh Manuela Veloso LMTD 57 1 0 10 Oct 2024
Do great minds think alike? Investigating Human-AI Complementarity in Question Answering with CAIMIRA Maharshi Gor Hal Daumé III Dinesh Manocha Jordan Boyd-Graber ELM AI4MH LRM 77 4 0 09 Oct 2024
Manual Verbalizer Enrichment for Few-Shot Text Classification Quang Anh Nguyen Nadi Tomeh M. Lebbah Thierry Charnois Hanene Azzag Santiago Cordoba Muñoz VLM 91 0 0 08 Oct 2024
Give me a hint: Can LLMs take a hint to solve math problems? Vansh Agrawal Pratham Singla Amitoj Singh Miglani Shivank Garg Ayush Mangal ReLM LRM 49 6 0 08 Oct 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification Tao Meng Ninareh Mehrabi Palash Goyal Anil Ramakrishna Aram Galstyan Richard Zemel Kai-Wei Chang Rahul Gupta Charith Peris 28 1 0 07 Oct 2024
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models Fei Wang Ninareh Mehrabi Palash Goyal Rahul Gupta Kai-Wei Chang Aram Galstyan ALM 74 2 0 07 Oct 2024
Falcon Mamba: The First Competitive Attention-free 7B Language Model Jingwei Zuo Maksim Velikanov Dhia Eddine Rhaiem Ilyas Chahed Younes Belkada Guillaume Kunsch Hakim Hacid ALM 103 17 0 07 Oct 2024
Wrong-of-Thought: An Integrated Reasoning Framework with Multi-Perspective Verification and Wrong Information Yongheng Zhang Qiguang Chen Jingxuan Zhou Peng Wang Jiasheng Si Jin Wang Wenpeng Lu Libo Qin LRM 225 6 0 06 Oct 2024
An evaluation of LLM code generation capabilities through graded exercises Álvaro Barbero Jiménez ELM 74 1 0 06 Oct 2024
Large Language Model Inference Acceleration: A Comprehensive Hardware Perspective Jinhao Li Jiaming Xu Shan Huang Yonghua Chen Wen Li ... Jiayi Pan Li Ding Hao Zhou Yu Wang Guohao Dai 206 21 0 06 Oct 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization Lei Xu Mohammed Asad Karim Saket Dingliwal Aparna Elangovan 49 0 0 03 Oct 2024
Llama SLayer 8B: Shallow Layers Hold the Key to Knowledge Injection Tianrun Chen Zhentao Tan Tao Gong Yue Wu Qi Chu Bin Liu Jieping Ye Nenghai Yu KELM 85 4 0 03 Oct 2024
POSIX: A Prompt Sensitivity Index For Large Language Models Anwoy Chatterjee H. S. V. N. S. K. Renduchintala S. Bhatia Tanmoy Chakraborty AAML 82 10 0 03 Oct 2024
U-shaped and Inverted-U Scaling behind Emergent Abilities of Large Language Models Tung-Yu Wu Pei-Yu Lo ReLM LRM 135 2 0 02 Oct 2024
Exploring Language Model Generalization in Low-Resource Extractive QA Saptarshi Sengupta Wenpeng Yin Preslav Nakov Shreya Ghosh Suhang Wang 96 1 0 27 Sep 2024
Data-Centric AI Governance: Addressing the Limitations of Model-Focused Policies Ritwik Gupta Leah Walker Rodolfo Corona Stephanie Fu Suzanne Petryk Janet Napolitano Trevor Darrell Andrew W. Reddie ELM 90 5 0 25 Sep 2024
QMOS: Enhancing LLMs for Telecommunication with Question Masked loss and Option Shuffling Blessed Guda Gabrial Zencha A. Lawrence Francis Carlee Joe-Wong 97 1 0 21 Sep 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting Zhepeng Wang Runxue Bao Yawen Wu Jackson Taylor Cao Xiao Feng Zheng Weiwen Jiang Shangqian Gao Yanfu Zhang PILM 75 8 0 20 Sep 2024
Kalahi: A handcrafted, grassroots cultural LLM evaluation suite for Filipino Jann Railey Montalan Jian Gang Ngui Wei Qi Leong Yosephine Susanto Hamsawardhini Rengarajan William-Chandra Tjhi Alham Fikri Aji 84 3 0 20 Sep 2024
Cross-Domain Content Generation with Domain-Specific Small Language Models Ankit Maloo Abhinav Garg CLL 47 0 0 19 Sep 2024
Leveraging Distillation Techniques for Document Understanding: A Case Study with FLAN-T5 Marcel Lamott Muhammad Armaghan Shakir 72 0 0 17 Sep 2024
Propulsion: Steering LLM with Tiny Fine-Tuning Md. Kowsher Nusrat Jahan Prottasha Prakash Bhat 98 7 0 17 Sep 2024
Large Language Models are Good Multi-lingual Learners : When LLMs Meet Cross-lingual Prompts Teng Wang Zhenqi He Wing-Yin Yu Xiaojin Fu Xiongwei Han LRM 172 7 0 17 Sep 2024
Prompt2Fashion: An automatically generated fashion dataset Georgia Argyrou Angeliki Dimitriou Maria Lymperaiou Giorgos Filandrianos Giorgos Stamou 108 0 0 10 Sep 2024
Expanding Expressivity in Transformer Models with MöbiusAttention Anna-Maria Halacheva M. Nayyeri Steffen Staab 88 1 0 08 Sep 2024
MILE: A Mutation Testing Framework of In-Context Learning Systems Zeming Wei Yihao Zhang Meng Sun 97 0 0 07 Sep 2024
Enhancing Source Code Security with LLMs: Demystifying The Challenges and Generating Reliable Repairs Nafis Tanveer Islam Joseph Khoury Andrew Seong E. Bou-Harb Peyman Najafirad AAML 118 4 0 01 Sep 2024
TourSynbio: A Multi-Modal Large Model and Agent Framework to Bridge Text and Protein Sequences for Protein Engineering Yiqing Shen Zan Chen Michail Mamalakis Yungeng Liu Tianbin Li Yanzhou Su Junjun He Pietro Liò Yu Guang Wang LLMAG 86 9 0 27 Aug 2024
A Survey of Large Language Models for European Languages Wazir Ali S. Pyysalo 159 3 0 27 Aug 2024
On-Device Language Models: A Comprehensive Review Jiajun Xu Zhiyuan Li Wei Chen Qun Wang Xin Gao Qi Cai Ziyuan Ling 149 36 0 26 Aug 2024
Investigating LLM Applications in E-Commerce Chester Palen-Michel Ruixiang Wang Yipeng Zhang David Yu Canran Xu Zhe Wu 78 5 0 23 Aug 2024
Personality Alignment of Large Language Models Minjun Zhu Linyi Yang Yue Zhang Yue Zhang ALM 134 8 0 21 Aug 2024
ColBERT Retrieval and Ensemble Response Scoring for Language Model Question Answering Alex Gichamba Tewodros Kederalah Idris Brian Ebiyau Eric Nyberg Teruko Mitamura 48 0 0 20 Aug 2024
Understanding Generative AI Content with Embedding Models Max Vargas Reilly Cannon A. Engel Anand D. Sarwate Tony Chiang 229 3 0 19 Aug 2024
How Susceptible are LLMs to Influence in Prompts? Sotiris Anagnostidis Jannis Bulian LRM 101 24 0 17 Aug 2024
Context-Driven Index Trimming: A Data Quality Perspective to Enhancing Precision of RALMs Kexin Ma Ruochun Jin Xi Wang Huan Chen Jing Ren Yuhua Tang 52 0 0 10 Aug 2024
EMTeC: A Corpus of Eye Movements on Machine-Generated Texts Lena S. Bolliger Patrick Haller Isabelle Caroline Rose Cretton D. R. Reich Tannon Kew Lena Ann Jäger 76 5 0 08 Aug 2024
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress? Richard Ren Steven Basart Adam Khoja Alice Gatti Long Phan ... Alexander Pan Gabriel Mukobi Ryan H. Kim Stephen Fitz Dan Hendrycks ELM 87 26 0 31 Jul 2024
Meltemi: The first open Large Language Model for Greek Leon Voukoutis Dimitris Roussis Georgios Paraskevopoulos Sokratis Sofianopoulos Prokopis Prokopidis Vassilis Papavasileiou Athanasios Katsamanis Stelios Piperidis Vassilis Katsouros VLM 79 9 0 30 Jul 2024