Title
Ziya2: Data-centric Learning is All LLMs Need Ruyi Gan Ziwei Wu Renliang Sun Junyu Lu Xiaojun Wu ... Ping Yang Qi Yang Hao Wang Jiaxing Zhang Yan Song VLM ALM 21 16 0 06 Nov 2023
Large language models implicitly learn to straighten neural sentence trajectories to construct a predictive representation of natural language Eghbal A. Hosseini Evelina Fedorenko LLMSV 20 4 0 05 Nov 2023
Vision-Language Foundation Models as Effective Robot Imitators Xinghang Li Minghuan Liu Hanbo Zhang Cunjun Yu Jie Xu ... Ya Jing Weinan Zhang Huaping Liu Hang Li Tao Kong LM&Ro 24 134 0 02 Nov 2023
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency Ella Rabinovich Samuel Ackerman Orna Raz E. Farchi Ateret Anaby-Tavor 211 17 0 02 Nov 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 36 11 0 31 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 15 12 0 29 Oct 2023
FP8-LM: Training FP8 Large Language Models Houwen Peng Kan Wu Yixuan Wei Guoshuai Zhao Yuxiang Yang ... Zheng-Wei Zhang Shuguang Liu Joe Chau Han Hu Peng Cheng MQ 59 37 0 27 Oct 2023
Evaluation of large language models using an Indian language LGBTI+ lexicon Aditya Joshi S. Rawat A. Dange 19 1 0 26 Oct 2023
Codebook Features: Sparse and Discrete Interpretability for Neural Networks Alex Tamkin Mohammad Taufeeque Noah D. Goodman 25 27 0 26 Oct 2023
Deja Vu: Contextual Sparsity for Efficient LLMs at Inference Time Zichang Liu Jue Wang Tri Dao Tianyi Zhou Binhang Yuan ... Anshumali Shrivastava Ce Zhang Yuandong Tian Christopher Ré Beidi Chen BDL 17 191 0 26 Oct 2023
Detecting Pretraining Data from Large Language Models Weijia Shi Anirudh Ajith Mengzhou Xia Yangsibo Huang Daogao Liu Terra Blevins Danqi Chen Luke Zettlemoyer MIALM 18 161 0 25 Oct 2023
CLEX: Continuous Length Extrapolation for Large Language Models Guanzheng Chen Xin Li Zaiqiao Meng Shangsong Liang Li Bing 15 29 0 25 Oct 2023
Locally Differentially Private Document Generation Using Zero Shot Prompting Saiteja Utpala Sara Hooker Pin-Yu Chen 13 36 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 40 22 0 24 Oct 2023
Function Vectors in Large Language Models Eric Todd Millicent Li Arnab Sen Sharma Aaron Mueller Byron C. Wallace David Bau 8 99 0 23 Oct 2023
Geographical Erasure in Language Generation Pola Schwöbel Jacek Golebiowski Michele Donini Cédric Archambeau Danish Pruthi 8 5 0 23 Oct 2023
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs Young-Suk Lee Md Arafat Sultan Yousef El-Kurdi Tahira Naseem Asim Munawar Radu Florian Salim Roukos Ramón Fernández Astudillo SyDa 19 6 0 21 Oct 2023
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion Yangruibo Ding Zijian Wang Wasi Uddin Ahmad Hantian Ding Ming Tan ... M. K. Ramanathan Ramesh Nallapati Parminder Bhatia Dan Roth Bing Xiang ELM 21 115 0 17 Oct 2023
H2O Open Ecosystem for State-of-the-art Large Language Models Arno Candel Jon McKinney Philipp Singer Pascal Pfeiffer Maximilian Jeblick Chun Ming Lee Marcos V. Conde VLM 17 4 0 17 Oct 2023
Llemma: An Open Language Model For Mathematics Zhangir Azerbayev Hailey Schoelkopf Keiran Paster Marco Dos Santos Stephen Marcus McAleer Albert Q. Jiang Jia Deng Stella Biderman Sean Welleck CLL 24 270 0 16 Oct 2023
Generative Calibration for In-context Learning Zhongtao Jiang Yuanzhe Zhang Cao Liu Jun Zhao Kang Liu 157 17 0 16 Oct 2023
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 19 0 0 13 Oct 2023
SeqXGPT: Sentence-Level AI-Generated Text Detection Pengyu Wang Linyang Li Ke Ren Botian Jiang Dong Zhang Xipeng Qiu DeLMO 21 49 0 13 Oct 2023
Training Generative Question-Answering on Synthetic Data Obtained from an Instruct-tuned Model Kosuke Takahashi Takahiro Omi Kosuke Arima Tatsuya Ishigaki 23 0 0 12 Oct 2023
GenTKG: Generative Forecasting on Temporal Knowledge Graph with Large Language Models Ruotong Liao Xu Jia Yangzhe Li Yunpu Ma Volker Tresp AI4TS 23 24 0 11 Oct 2023
LLMs Killed the Script Kiddie: How Agents Supported by Large Language Models Change the Landscape of Network Threat Testing Stephen Moskal Sam Laney Erik Hemberg Una-May O’Reilly 37 17 0 10 Oct 2023
CodeFuse-13B: A Pretrained Multi-lingual Code Large Language Model Peng Di Jianguo Li Hang Yu Wei Jiang Wenting Cai ... Zelin Zhao Xunjin Zheng Hailian Zhou Lifu Zhu Xianying Zhu ELM ALM AI4CE 35 12 0 10 Oct 2023
MenatQA: A New Dataset for Testing the Temporal Comprehension and Reasoning Abilities of Large Language Models Yifan Wei Yisong Su Huanhuan Ma Xiaoyan Yu Fangyu Lei Yuanzhe Zhang Jun Zhao Kang Liu LRM 17 9 0 08 Oct 2023
Fast-DetectGPT: Efficient Zero-Shot Detection of Machine-Generated Text via Conditional Probability Curvature Guangsheng Bao Yanbin Zhao Zhiyang Teng Linyi Yang Yue Zhang 18 129 0 08 Oct 2023
How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts Tharindu Kumarage Paras Sheth Raha Moraffah Joshua Garland Huan Liu DeLMO 26 23 0 08 Oct 2023
Pushing the Limits of Pre-training for Time Series Forecasting in the CloudOps Domain Gerald Woo Chenghao Liu Akshat Kumar Doyen Sahoo AI4TS AI4CE 27 12 0 08 Oct 2023
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction Oscar Sainz Iker García-Ferrero Rodrigo Agerri Oier López de Lacalle German Rigau Eneko Agirre 30 75 0 05 Oct 2023
InstructProtein: Aligning Human and Protein Language via Knowledge Instruction Zeyuan Wang Qiang Zhang Keyan Ding Ming Qin Zhuang Xiang Xiaotong Li Huajun Chen 16 28 0 05 Oct 2023
Low Resource Summarization using Pre-trained Language Models Mubashir Munaf Hammad Afzal N. Iltaf Khawir Mahmood 10 3 0 04 Oct 2023
Large Language Models for Test-Free Fault Localization Aidan Z. H. Yang Ruben Martins Claire Le Goues Vincent J. Hellendoorn LRM 27 83 0 03 Oct 2023
Synthetic Data Generation in Low-Resource Settings via Fine-Tuning of Large Language Models Jean Kaddour Qi Liu SyDa 17 2 0 02 Oct 2023
GrowLength: Accelerating LLMs Pretraining by Progressively Growing Training Length Hongye Jin Xiaotian Han Jingfeng Yang Zhimeng Jiang Chia-Yuan Chang Xia Hu 33 11 0 01 Oct 2023
L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models Ansong Ni Pengcheng Yin Yilun Zhao Chen Wei Yanjun Wang ... Mingyuan Zhang Chen Change Loy Yingbo Zhou Dragomir R. Radev Arman Cohan ELM 19 16 0 29 Sep 2023
Qwen Technical Report Jinze Bai Shuai Bai Yunfei Chu Zeyu Cui Kai Dang ... Zhenru Zhang Chang Zhou Jingren Zhou Xiaohuan Zhou Tianhang Zhu OSLM 29 1,568 0 28 Sep 2023
Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey Victoria Smith Ali Shahin Shamsabadi Carolyn Ashurst Adrian Weller PILM 32 24 0 27 Sep 2023
Joint Prediction and Denoising for Large-scale Multilingual Self-supervised Learning William Chen Jiatong Shi Brian Yan Dan Berrebbi Wangyou Zhang Yifan Peng Xuankai Chang Soumi Maiti Shinji Watanabe 24 8 0 26 Sep 2023
Physics of Language Models: Part 3.2, Knowledge Manipulation Zeyuan Allen-Zhu Yuanzhi Li KELM 6 83 0 25 Sep 2023
Physics of Language Models: Part 3.1, Knowledge Storage and Extraction Zeyuan Allen-Zhu Yuanzhi Li KELM 41 127 0 25 Sep 2023
User Simulation with Large Language Models for Evaluating Task-Oriented Dialogue Sam Davidson Salvatore Romeo Raphael Shu James Gung Arshit Gupta Saab Mansour Yi Zhang ALM LLMAG 27 3 0 23 Sep 2023
Knowledge Sanitization of Large Language Models Yoichi Ishibashi Hidetoshi Shimodaira KELM 18 19 0 21 Sep 2023
SlimPajama-DC: Understanding Data Combinations for LLM Training Zhiqiang Shen Tianhua Tao Liqun Ma W. Neiswanger Zhengzhong Liu ... Bowen Tan Joel Hestness Natalia Vassilieva Daria Soboleva Eric P. Xing 25 44 0 19 Sep 2023
CFGPT: Chinese Financial Assistant with Large Language Model Jiangtong Li Yuxuan Bian Guoxuan Wang Yang Lei Dawei Cheng Zhijun Ding Changjun Jiang 37 10 0 19 Sep 2023
Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity Haojun Xia Zhen Zheng Yuchao Li Donglin Zhuang Zhongzhu Zhou Xiafei Qiu Yong Li Wei Lin S. Song 49 11 0 19 Sep 2023
Generative modeling, design and analysis of spider silk protein sequences for enhanced mechanical properties Wei Lu David L. Kaplan Markus J. Buehler 10 31 0 18 Sep 2023
Struc-Bench: Are Large Language Models Really Good at Generating Complex Structured Data? Xiangru Tang Yiming Zong Jason Phang Yilun Zhao Wangchunshu Zhou Arman Cohan Mark B. Gerstein LMTD ELM ALM 42 8 0 16 Sep 2023