Title
Evaluating Gender Bias in Large Language Models via Chain-of-Thought Prompting Masahiro Kaneko Danushka Bollegala Naoaki Okazaki Timothy Baldwin LRM 25 27 0 28 Jan 2024
OMPGPT: A Generative Pre-trained Transformer Model for OpenMP Le Chen Arijit Bhattacharjee Nesreen Ahmed N. Hasabnis Gal Oren Vy A. Vo Ali Jannesari VLM 22 11 0 28 Jan 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 40 23 0 27 Jan 2024
DsDm: Model-Aware Dataset Selection with Datamodels Logan Engstrom Axel Feldmann A. Madry OODD 12 46 0 23 Jan 2024
Enhancing In-context Learning via Linear Probe Calibration Momin Abbas Yi Zhou Parikshit Ram Nathalie Baracaldo Horst Samulowitz Theodoros Salonidis Tianyi Chen 69 9 0 22 Jan 2024
Text Embedding Inversion Security for Multilingual Language Models Yiyi Chen Heather Lent Johannes Bjerva 19 14 0 22 Jan 2024
AttentionLego: An Open-Source Building Block For Spatially-Scalable Large Language Model Accelerator With Processing-In-Memory Technology Rongqing Cong Wenyang He Mingxuan Li Bangning Luo Zebin Yang Yuchao Yang Ru Huang Bonan Yan 14 3 0 21 Jan 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 28 8 0 18 Jan 2024
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text Mazal Bethany Brandon Wherry Emet Bethany Nishant Vishwamitra Anthony Rios Peyman Najafirad DeLMO 28 3 0 17 Jan 2024
The What, Why, and How of Context Length Extension Techniques in Large Language Models -- A Detailed Survey Saurav Pawar S.M. Towhidul Islam Tonmoy S. M. M. Zaman Vinija Jain Aman Chadha Amitava Das 29 25 0 15 Jan 2024
Extending LLMs' Context Window with 100 Samples Yikai Zhang Junlong Li Pengfei Liu 24 11 0 13 Jan 2024
Mind Your Format: Towards Consistent Evaluation of In-Context Learning Improvements Anton Voronov Lena Wolf Max Ryabinin 22 46 0 12 Jan 2024
Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion Ruilin Luo Tianle Gu Haoling Li Junzhe Li Zicheng Lin Jiayi Li Yujiu Yang AI4CE 21 7 0 11 Jan 2024
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning Shuai Zhao Meihuizi Jia Anh Tuan Luu Fengjun Pan Jinming Wen AAML 29 35 0 11 Jan 2024
Risk Taxonomy, Mitigation, and Assessment Benchmarks of Large Language Model Systems Tianyu Cui Yanling Wang Chuanpu Fu Yong Xiao Sijia Li ... Junwu Xiong Xinyu Kong Zujie Wen Ke Xu Qi Li 55 56 0 11 Jan 2024
How predictable is language model benchmark performance? David Owen ELM LRM 25 19 0 09 Jan 2024
Exploring Prompt-Based Methods for Zero-Shot Hypernym Prediction with Large Language Models M. Tikhomirov Natalia V. Loukachevitch 19 0 0 09 Jan 2024
The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models Junyi Li Jie Chen Ruiyang Ren Xiaoxue Cheng Wayne Xin Zhao Jian-Yun Nie Ji-Rong Wen HILM 36 42 0 06 Jan 2024
GOAT-Bench: Safety Insights to Large Multimodal Models through Meme-Based Social Abuse Hongzhan Lin Ziyang Luo Bo Wang Ruichao Yang Jing Ma 32 24 0 03 Jan 2024
Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning Xiao-Yang Liu Rongyi Zhu Daochen Zha Jiechao Gao Shan Zhong Matt White Meikang Qiu 21 15 0 29 Dec 2023
Spike No More: Stabilizing the Pre-training of Large Language Models Sho Takase Shun Kiyono Sosuke Kobayashi Jun Suzuki 13 13 0 28 Dec 2023
Large Language Models for Conducting Advanced Text Analytics Information Systems Research Benjamin Ampel Chi-Heng Yang J. Hu Hsinchun Chen 21 7 0 27 Dec 2023
MoTCoder: Elevating Large Language Models with Modular of Thought for Challenging Programming Tasks Jingyao Li Pengguang Chen Jiaya Jia Hong Xu Jiaya Jia LRM 30 12 0 26 Dec 2023
Efficient LLM inference solution on Intel GPU Hui Wu Yi Gan Feng Yuan Jing Ma Wei Zhu ... Hong Zhu Yuhua Zhu Xiaoli Liu Jinghui Gu Peng Zhao 21 3 0 19 Dec 2023
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning Wenting Zhao Ye Liu Yao Wan Yibo Wang Qingyang Wu Zhongfen Deng Jiangshu Du Shuaiqi Liu Yunlong Xu Philip S. Yu 36 7 0 17 Dec 2023
Paloma: A Benchmark for Evaluating Language Model Fit Ian H. Magnusson Akshita Bhagia Valentin Hofmann Luca Soldaini A. Jha ... Iz Beltagy Hanna Hajishirzi Noah A. Smith Kyle Richardson Jesse Dodge 132 21 0 16 Dec 2023
SECap: Speech Emotion Captioning with Large Language Model Yaoxun Xu Hangting Chen Jianwei Yu Qiaochu Huang Zhiyong Wu Shixiong Zhang Guangzhi Li Yi Luo Rongzhi Gu 20 22 0 16 Dec 2023
Catwalk: A Unified Language Model Evaluation Framework for Many Datasets Dirk Groeneveld Anas Awadalla Iz Beltagy Akshita Bhagia Ian H. Magnusson Hao Peng Oyvind Tafjord Pete Walsh Kyle Richardson Jesse Dodge 111 1 0 15 Dec 2023
Learn or Recall? Revisiting Incremental Learning with Pre-trained Language Models Junhao Zheng Shengjie Qiu Qianli Ma 13 9 0 13 Dec 2023
An LLM Compiler for Parallel Function Calling Sehoon Kim Suhong Moon Ryan Tabrizi Nicholas Lee Michael W. Mahoney Kurt Keutzer A. Gholami LRM 16 58 0 07 Dec 2023
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition Yukiya Hono Koh Mitsuda Tianyu Zhao Kentaro Mitsui Toshiaki Wakatsuki Kei Sawada AuLLM 31 8 0 06 Dec 2023
SmoothQuant+: Accurate and Efficient 4-bit Post-Training WeightQuantization for LLM Jiayi Pan Chengcan Wang Kaifu Zheng Yangguang Li Zhenyu Wang Bin Feng MQ 30 7 0 06 Dec 2023
Scaling Laws for Adversarial Attacks on Language Model Activations Stanislav Fort 10 14 0 05 Dec 2023
Efficient Online Data Mixing For Language Model Pre-Training Alon Albalak Liangming Pan Colin Raffel W. Wang 28 32 0 05 Dec 2023
FFT: Towards Harmlessness Evaluation and Analysis for LLMs with Factuality, Fairness, Toxicity Shiyao Cui Zhenyu Zhang Yilong Chen Wenyuan Zhang Tianyun Liu Siqi Wang Tingwen Liu 28 13 0 30 Nov 2023
LLMs for Science: Usage for Code Generation and Data Analysis Mohamed Nejjar Luca Zacharias Fabian Stiehle Ingo Weber 19 18 0 28 Nov 2023
Pre-trained Language Models Do Not Help Auto-regressive Text-to-Image Generation Yuhui Zhang Brandon McKinzie Zhe Gan Vaishaal Shankar Alexander Toshev 23 3 0 27 Nov 2023
Enhancing Uncertainty-Based Hallucination Detection with Stronger Focus Tianhang Zhang Lin Qiu Qipeng Guo Cheng Deng Yue Zhang Zheng-Wei Zhang Cheng Zhou Xinbing Wang Luoyi Fu HILM 75 47 0 22 Nov 2023
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms Aditi Jha Sam Havens Jeremey Dohmann Alex Trott Jacob P. Portes ALM 19 11 0 22 Nov 2023
Towards Better Parameter-Efficient Fine-Tuning for Large Language Models: A Position Paper Chengyu Wang Junbing Yan Wei Zhang Jun Huang ALM 32 3 0 22 Nov 2023
AcademicGPT: Empowering Academic Research Shufa Wei Xiaolong Xu Xianbiao Qi Xi Yin Jun Xia ... Chihao Dai Lihua Wang Xiaohui Liu Lei Zhang Yutao Xie LM&MA 39 3 0 21 Nov 2023
Investigating Data Contamination in Modern Benchmarks for Large Language Models Chunyuan Deng Yilun Zhao Xiangru Tang Mark B. Gerstein Arman Cohan AAML ELM 19 50 0 16 Nov 2023
LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks Mihir Parmar Aakanksha Naik Himanshu Gupta Disha Agrawal Chitta Baral LM&MA 22 3 0 16 Nov 2023
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models Zifeng Ding Heling Cai Jingpei Wu Yunpu Ma Ruotong Liao Bo Xiong Volker Tresp AI4TS 26 11 0 15 Nov 2023
"We Demand Justice!": Towards Social Context Grounding of Political Texts Rajkumar Pujari Chengfei Wu Dan Goldwasser AILaw 21 3 0 15 Nov 2023
XplainLLM: A QA Explanation Dataset for Understanding LLM Decision-Making Zichen Chen Jianda Chen Mitali Gaidhani Ambuj K. Singh Misha Sra 20 4 0 15 Nov 2023
A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts Nafis Irtiza Tripto Saranya Venkatraman Dominik Macko Robert Moro Ivan Srba Adaku Uchendu Thai V. Le Dongwon Lee DeLMO 35 16 0 14 Nov 2023
STEER: Unified Style Transfer with Expert Reinforcement Skyler Hallinan Faeze Brahman Ximing Lu Jaehun Jung Sean Welleck Yejin Choi OffRL 13 14 0 13 Nov 2023
In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering Sheng Liu Haotian Ye Lei Xing James Y. Zou 26 83 0 11 Nov 2023
Chain of Images for Intuitively Reasoning Fanxu Meng Haotong Yang Yiding Wang Muhan Zhang LRM 28 6 0 09 Nov 2023