Title
Is Next Token Prediction Sufficient for GPT? Exploration on Code Logic Comprehension Mengnan Qi Yufan Huang Yongqiang Yao Maoquan Wang Bin Gu Neel Sundaresan 27 2 0 13 Apr 2024
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence Bo Peng Daniel Goldstein Quentin G. Anthony Alon Albalak Eric Alcaide ... Bingchen Zhao Qihang Zhao Peng Zhou Jian Zhu Ruijie Zhu 51 74 0 08 Apr 2024
Untangle the KNOT: Interweaving Conflicting Knowledge and Reasoning Skills in Large Language Models Yantao Liu Zijun Yao Xin Lv Yuchen Fan S. Cao Jifan Yu Lei Hou Juanzi Li 41 2 0 04 Apr 2024
Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models Jingyang Zhang Jingwei Sun Eric C. Yeats Ouyang Yang Martin Kuo Jianyi Zhang Hao Frank Yang Hai Li 32 41 0 03 Apr 2024
Constrained Robotic Navigation on Preferred Terrains Using LLMs and Speech Instruction: Exploiting the Power of Adverbs F. Lotfi F. Faraji Nikhil Kakodkar Travis Manderson D. Meger Gregory Dudek LM&Ro 12 0 0 02 Apr 2024
Release of Pre-Trained Models for the Japanese Language Kei Sawada Tianyu Zhao Makoto Shing Kentaro Mitsui Akio Kaga Yukiya Hono Toshiaki Wakatsuki Koh Mitsuda 27 10 0 02 Apr 2024
Beyond One-Size-Fits-All: Multi-Domain, Multi-Task Framework for Embedding Model Selection Vivek Khetan 22 0 0 30 Mar 2024
The Invalsi Benchmarks: measuring Linguistic and Mathematical understanding of Large Language Models in Italian Andrea Esuli Giovanni Puccetti ELM 22 0 0 27 Mar 2024
FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs Guoqiang Chen Xiuwei Shang Shaoyin Cheng Yanming Zhang Weiming Zhang Neng H. Yu N. Yu 92 2 0 27 Mar 2024
Continual Few-shot Event Detection via Hierarchical Augmentation Networks Chenlong Zhang Pengfei Cao Yubo Chen Kang Liu Zhiqiang Zhang Mengshu Sun Jun Zhao 30 3 0 26 Mar 2024
Language Models for Text Classification: Is In-Context Learning Enough? A. Edwards Jose Camacho-Collados LRM 41 17 0 26 Mar 2024
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review Huizi Yu Lizhou Fan Lingyao Li Jiayan Zhou Zihui Ma ... Sijia He Mingyu Jin Yongfeng Zhang Ashvin Gandhi Xin Ma LM&MA 32 11 0 24 Mar 2024
Comprehensive Reassessment of Large-Scale Evaluation Outcomes in LLMs: A Multifaceted Statistical Approach Kun Sun Rong Wang Anders Sogaard 29 3 0 22 Mar 2024
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Orion Weller Benjamin Chang Sean MacAvaney Kyle Lo Arman Cohan Benjamin Van Durme Dawn J Lawrie Luca Soldaini 63 27 0 22 Mar 2024
ChatGPT Alternative Solutions: Large Language Models Survey H. Alipour Nick Pendar Kohinoor Roy LM&MA 27 4 0 21 Mar 2024
Dated Data: Tracing Knowledge Cutoffs in Large Language Models Jeffrey Cheng Marc Marone Orion Weller Dawn J Lawrie Daniel Khashabi Benjamin Van Durme 59 12 0 19 Mar 2024
Rectifying Demonstration Shortcut in In-Context Learning Joonwon Jang Sanghwan Jang Wonbin Kweon Minjin Jeon Hwanjo Yu 29 1 0 14 Mar 2024
The Garden of Forking Paths: Observing Dynamic Parameters Distribution in Large Language Models Carlo Nicolini Jacopo Staiano Bruno Lepri Raffaele Marino MoE 26 1 0 13 Mar 2024
Language models scale reliably with over-training and on downstream tasks S. Gadre Georgios Smyrnis Vaishaal Shankar Suchin Gururangan Mitchell Wortsman ... Y. Carmon Achal Dave Reinhard Heckel Niklas Muennighoff Ludwig Schmidt ALM ELM LRM 103 40 0 13 Mar 2024
Mastering Text, Code and Math Simultaneously via Fusing Highly Specialized Language Models Ning Ding Yulin Chen Ganqu Cui Xingtai Lv Weilin Zhao Ruobing Xie Bowen Zhou Zhiyuan Liu Maosong Sun ALM MoMe AI4CE 38 7 0 13 Mar 2024
MEIT: Multi-Modal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation Zhongwei Wan Che Liu Xin Wang Chaofan Tao Hui Shen Zhenwu Peng Jie Fu Rossella Arcucci Huaxiu Yao Mi Zhang 47 7 0 07 Mar 2024
Reliable, Adaptable, and Attributable Language Models with Retrieval Akari Asai Zexuan Zhong Danqi Chen Pang Wei Koh Luke Zettlemoyer Hanna Hajishirzi Wen-tau Yih KELM RALM 41 53 0 05 Mar 2024
How Well Can Transformers Emulate In-context Newton's Method? Angeliki Giannou Liu Yang Tianhao Wang Dimitris Papailiopoulos Jason D. Lee 27 16 0 05 Mar 2024
Online Training of Large Language Models: Learn while chatting Juhao Liang Ziwei Wang Zhuoheng Ma Jianquan Li Zhiyi Zhang Xiangbo Wu Benyou Wang KELM 37 3 0 04 Mar 2024
An Improved Traditional Chinese Evaluation Suite for Foundation Model Zhi Rui Tam Ya-Ting Pai Yen-Wei Lee Jun-Da Chen Wei-Min Chu Sega Cheng Hong-Han Shuai ELM 32 11 0 04 Mar 2024
Exploring the Efficacy of Large Language Models in Summarizing Mental Health Counseling Sessions: A Benchmark Study Prottay Kumar Adhikary Aseem Srivastava Shivani Kumar Salam Michael Singh Puneet Manuja Jini K. Gopinath Vijay Krishnan Swati Kedia K. Deb Tanmoy Chakraborty AI4MH 36 8 0 29 Feb 2024
On the Societal Impact of Open Foundation Models Sayash Kapoor Rishi Bommasani Kevin Klyman Shayne Longpre Ashwin Ramaswami ... Victor Storchan Daniel Zhang Daniel E. Ho Percy Liang Arvind Narayanan 26 54 0 27 Feb 2024
Language Models for Code Completion: A Practical Evaluation M. Izadi J. Katzy Tim van Dam Marc Otten R. Popescu A. van Deursen ALM ELM 39 22 0 25 Feb 2024
Fast Adversarial Attacks on Language Models In One GPU Minute Vinu Sankar Sadasivan Shoumik Saha Gaurang Sriramanan Priyatham Kattakinda Atoosa Malemir Chegini S. Feizi MIALM 30 32 0 23 Feb 2024
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Zechun Liu Changsheng Zhao Forrest N. Iandola Chen Lai Yuandong Tian ... Ernie Chang Yangyang Shi Raghuraman Krishnamoorthi Liangzhen Lai Vikas Chandra ALM 38 74 0 22 Feb 2024
Chain-of-Thought Unfaithfulness as Disguised Accuracy Oliver Bentham Nathan Stringham Ana Marasović LRM HILM 37 8 0 22 Feb 2024
$Se^2$ : Sequential Example Selection for In-Context Learning Haoyu Liu Jianfeng Liu Shaohan Huang Yuefeng Zhan Hao Sun Weiwei Deng Furu Wei Qi Zhang 25 3 0 21 Feb 2024
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing Haneul Yoo Jieun Han So-Yeon Ahn Alice H. Oh 19 4 0 21 Feb 2024
DrBenchmark: A Large Language Understanding Evaluation Benchmark for French Biomedical Domain Yanis Labrak Adrien Bazoge Oumaima El Khettari Mickael Rouvier Pacome Constant dit Beaufils ... B. Daille Solen Quiniou Emmanuel Morin P. Gourraud Richard Dufour LM&MA 17 6 0 20 Feb 2024
The Hidden Space of Transformer Language Adapters Jesujoba Oluwadara Alabi Marius Mosbach Matan Eyal Dietrich Klakow Mor Geva 48 7 1 20 Feb 2024
Effective and Efficient Conversation Retrieval for Dialogue State Tracking with Implicit Text Summaries Seanie Lee Jianpeng Cheng Joris Driesen Alexandru Coca Anders Johannsen RALM 28 1 0 20 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 96 190 0 15 Feb 2024
Personalized Large Language Models Stanislaw Wo'zniak Bartlomiej Koptyra Arkadiusz Janz P. Kazienko Jan Kocoñ 16 18 0 14 Feb 2024
Can LLMs Learn New Concepts Incrementally without Forgetting? Junhao Zheng Shengjie Qiu Qianli Ma CLL 27 0 0 13 Feb 2024
LoTa-Bench: Benchmarking Language-oriented Task Planners for Embodied Agents Jae-Woo Choi Youngwoo Yoon Hyobin Ong Jaehong Kim Minsu Jang 19 12 0 13 Feb 2024
Tuning-Free Stochastic Optimization Ahmed Khaled Chi Jin 30 7 0 12 Feb 2024
ZeroPP: Unleashing Exceptional Parallelism Efficiency through Tensor-Parallelism-Free Methodology Ding Tang Lijuan Jiang Jiecheng Zhou Minxi Jin Hengjie Li Xingcheng Zhang Zhiling Pei Jidong Zhai 62 3 0 06 Feb 2024
Enhancing Transformer RNNs with Multiple Temporal Perspectives Razvan-Gabriel Dumitru Darius Peteleaza Mihai Surdeanu AI4TS 8 2 0 04 Feb 2024
Frequency Explains the Inverse Correlation of Large Language Models' Size, Training Data Amount, and Surprisal's Fit to Reading Times Byung-Doh Oh Shisen Yue William Schuler 38 14 0 03 Feb 2024
Getting the most out of your tokenizer for pre-training and domain adaptation Gautier Dagan Gabriele Synnaeve Baptiste Rozière 32 20 0 01 Feb 2024
OLMo: Accelerating the Science of Language Models Dirk Groeneveld Iz Beltagy Pete Walsh Akshita Bhagia Rodney Michael Kinney ... Jesse Dodge Kyle Lo Luca Soldaini Noah A. Smith Hanna Hajishirzi OSLM 130 355 0 01 Feb 2024
Does DetectGPT Fully Utilize Perturbation? Bridging Selective Perturbation to Fine-tuned Contrastive Learning Detector would be Better Shengchao Liu Xiaoming Liu Yichen Wang Zehua Cheng Chengzhengxu Li Zhaohan Zhang Y. Lan Chao Shen DeLMO 30 2 0 01 Feb 2024
Probing Language Models' Gesture Understanding for Enhanced Human-AI Interaction Philipp Wicke 27 2 0 31 Jan 2024
TeenyTinyLlama: open-source tiny language models trained in Brazilian Portuguese N. Corrêa Sophia Falk Shiza Fatimah Aniket Sen N. D. Oliveira 20 9 0 30 Jan 2024
NoFunEval: Funny How Code LMs Falter on Requirements Beyond Functional Correctness Manav Singhal Tushar Aggarwal Abhijeet Awasthi Nagarajan Natarajan Aditya Kanade 24 12 0 29 Jan 2024