Neural Network Acceptability Judgments

31 May 2018

Amanpreet Singh

Papers citing "Neural Network Acceptability Judgments"

50 / 880 papers shown

Title
LoRA-Mini : Adaptation Matrices Decomposition and Selective Training Ayush Singh Rajdeep Aher Shivank Garg 74 1 0 24 Nov 2024
Mitigating Gender Bias in Contextual Word Embeddings Navya Yarrabelly Vinay Damodaran Feng-Guang Su 71 0 0 18 Nov 2024
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning Chaeyun Jang Hyungi Lee Jungtaek Kim Juho Lee MoMe 50 0 0 11 Nov 2024
Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptation Ayan Sengupta Vaibhav Seth Arinjay Pathak Natraj Raman Sriram Gopalakrishnan Tanmoy Chakraborty BDL 28 2 0 07 Nov 2024
Scalable Efficient Training of Large Language Models with Low-dimensional Projected Attention Xingtai Lv Ning Ding Kaiyan Zhang Ermo Hua Ganqu Cui Bowen Zhou 39 1 0 04 Nov 2024
Decoupling Dark Knowledge via Block-wise Logit Distillation for Feature-level Alignment Chengting Yu Fengzhao Zhang Ruizhe Chen Zuozhu Liu Shurun Tan Er-ping Li Aili Wang 38 2 0 03 Nov 2024
Magnitude Pruning of Large Pretrained Transformer Models with a Mixture Gaussian Prior Mingxuan Zhang Y. Sun F. Liang 34 0 0 01 Nov 2024
Improving In-Context Learning with Small Language Model Ensembles M. Mehdi Mojarradi Lingyi Yang Robert McCraith Adam Mahdi 33 1 0 29 Oct 2024
Learning from Response not Preference: A Stackelberg Approach for LLM Detoxification using Non-parallel Data Xinhong Xie Tao Li Quanyan Zhu 32 3 0 27 Oct 2024
Vulnerability of LLMs to Vertically Aligned Text Manipulations Zhecheng Li Yijiao Wang Bryan Hooi Yujun Cai Zhen Xiong Nanyun Peng Kai-Wei Chang 53 1 0 26 Oct 2024
Natural GaLore: Accelerating GaLore for memory-efficient LLM Training and Fine-tuning Arijit Das 26 1 0 21 Oct 2024
Implicit Regularization of Sharpness-Aware Minimization for Scale-Invariant Problems Bingcong Li Liang Zhang Niao He 43 3 0 18 Oct 2024
From Babbling to Fluency: Evaluating the Evolution of Language Models in Terms of Human Language Acquisition Qiyuan Yang Pengda Wang Luke D. Plonsky Frederick L. Oswald Hanjie Chen ELM 25 2 0 17 Oct 2024
Balancing Label Quantity and Quality for Scalable Elicitation Alex Troy Mallen Nora Belrose 34 1 0 17 Oct 2024
Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information Yingya Li Timothy A. Miller Steven Bethard G. Savova 26 0 0 16 Oct 2024
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples Ajay Patel Jiacheng Zhu Justin Qiu Zachary Horvitz Marianna Apidianaki Kathleen McKeown Chris Callison-Burch 63 3 0 16 Oct 2024
LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Models Hossein Abdi Mingfei Sun Andi Zhang Samuel Kaski Wei Pan 28 0 0 15 Oct 2024
BiDoRA: Bi-level Optimization-Based Weight-Decomposed Low-Rank Adaptation Peijia Qin Ruiyi Zhang Pengtao Xie 31 1 0 13 Oct 2024
Text Classification using Graph Convolutional Networks: A Comprehensive Survey Syed Mustafa Haider Rizvi Ramsha Imran Arif Mahmood GNN OOD FaML 26 0 0 12 Oct 2024
DARE the Extreme: Revisiting Delta-Parameter Pruning For Fine-Tuned Models Wenlong Deng Yize Zhao V. Vakilian Minghui Chen Xiaoxiao Li Christos Thrampoulidis 45 3 0 12 Oct 2024
Parameter-Efficient Fine-Tuning of Large Language Models using Semantic Knowledge Tuning Nusrat Jahan Prottasha Asif Mahmud Md. Shohanur Islam Sobuj Prakash Bhat Md. Kowsher Niloofar Yousefi O. Garibay 35 4 0 11 Oct 2024
ACCEPT: Adaptive Codebook for Composite and Efficient Prompt Tuning Yu-Chen Lin Wei-Hua Li Jun-Cheng Chen Chu-Song Chen 35 1 0 10 Oct 2024
Noise is All You Need: Private Second-Order Convergence of Noisy SGD Dmitrii Avdiukhin Michael Dinitz Chenglin Fan G. Yaroslavtsev 34 0 0 09 Oct 2024
HyperINF: Unleashing the HyperPower of the Schulz's Method for Data Influence Estimation Xinyu Zhou Simin Fan Martin Jaggi TDI 31 0 0 07 Oct 2024
Neuron-Level Sequential Editing for Large Language Models Houcheng Jiang Junfeng Fang Tianyu Zhang An Zhang Ruipeng Wang Tao Liang Xiang Wang KELM 51 4 0 05 Oct 2024
Parameter Competition Balancing for Model Merging Guodong Du Junlin Lee Jing Li Runhua Jiang Yifei Guo ... Hanting Liu S. Goh Ho-Kin Tang Daojing He Min Zhang MoMe 35 12 0 03 Oct 2024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models Junfeng Fang Houcheng Jiang Kun Wang Yunshan Ma Shi Jie Xiangnan He Tat-Seng Chua Tat-seng Chua KELM 39 34 0 03 Oct 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models Ji Liu Jiaxiang Ren Ruoming Jin Zijie Zhang Yang Zhou P. Valduriez Dejing Dou FedML 42 1 0 30 Sep 2024
Analysing Zero-Shot Readability-Controlled Sentence Simplification Abdullah Barayan Jose Camacho-Collados Fernando Alva-Manchego 29 1 0 30 Sep 2024
Exposing Assumptions in AI Benchmarks through Cognitive Modelling Jonathan H. Rystrøm Kenneth C. Enevoldsen 39 0 0 25 Sep 2024
An Effective, Robust and Fairness-aware Hate Speech Detection Framework Guanyi Mou Kyumin Lee 29 2 0 25 Sep 2024
Wildlife Product Trading in Online Social Networks: A Case Study on Ivory-Related Product Sales Promotion Posts Guanyi Mou Yun Yue Kyumin Lee Ziming Zhang OnRL 28 0 0 25 Sep 2024
Unveiling Language Competence Neurons: A Psycholinguistic Approach to Model Interpretability Xufeng Duan Xinyu Zhou Bei Xiao Zhenguang G. Cai MILM 38 3 0 24 Sep 2024
HUT: A More Computation Efficient Fine-Tuning Method With Hadamard Updated Transformation Geyuan Zhang Xiaofei Zhou Chuheng Chen 29 0 0 20 Sep 2024
Linguistic Minimal Pairs Elicit Linguistic Similarity in Large Language Models Xinyu Zhou Delong Chen Samuel Cahyawijaya Xufeng Duan Zhenguang G. Cai 37 1 0 19 Sep 2024
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing? Josef Jon 31 0 0 15 Sep 2024
FP-VEC: Fingerprinting Large Language Models via Efficient Vector Addition Zhenhua Xu Wenpeng Xing Zhebo Wang Chang Hu Chen Jie Meng Han 28 1 0 13 Sep 2024
DA-MoE: Towards Dynamic Expert Allocation for Mixture-of-Experts Models Maryam Akhavan Aghdam Hongpeng Jin Yanzhao Wu MoE 28 3 0 10 Sep 2024
Expanding Expressivity in Transformer Models with MöbiusAttention Anna-Maria Halacheva M. Nayyeri Steffen Staab 27 1 0 08 Sep 2024
Step-by-Step Unmasking for Parameter-Efficient Fine-tuning of Large Language Models Aradhye Agarwal Suhas K Ramesh Ayan Sengupta Tanmoy Chakraborty 25 1 0 26 Aug 2024
TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing Abhishek Moitra Abhiroop Bhattacharjee Youngeun Kim Priyadarshini Panda ViT 32 2 0 22 Aug 2024
Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates Yusuke Sakai Adam Nohejl Jiangnan Hang Hidetaka Kamigaito Taro Watanabe ELM 36 2 0 22 Aug 2024
Crafting Tomorrow's Headlines: Neural News Generation and Detection in English, Turkish, Hungarian, and Persian Cem Uyuk Danica Rovó Shaghayegh Kolli Rabia Varol Georg Groh Daryna Dementieva 31 0 0 20 Aug 2024
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments Yusuke Ide Yuto Nishida Miyu Oba Miyu Oba Justin Vasselli Hidetaka Kamigaito Taro Watanabe 39 2 0 19 Aug 2024
LoRA $^2$ : Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models Jia-Chen Zhang Yu-Jie Xiong He-Xi Qiu Dong-Hai Zhu Chun-Ming Xia MoE 24 0 0 13 Aug 2024
Generalisation First, Memorisation Second? Memorisation Localisation for Natural Language Classification Tasks Verna Dankers Ivan Titov 45 5 0 09 Aug 2024
Why Are My Prompts Leaked? Unraveling Prompt Extraction Threats in Customized Large Language Models Zi Liang Haibo Hu Qingqing Ye Yaxin Xiao Haoyang Li AAML ELM SILM 53 6 0 05 Aug 2024
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval Xin Zhang Yanzhao Zhang Dingkun Long Wen Xie Ziqi Dai ... Pengjun Xie Fei Huang Meishan Zhang Wenjie Li Min Zhang 42 73 0 29 Jul 2024
Stress-Testing Long-Context Language Models with Lifelong ICL and Task Haystack Xiaoyue Xu Qinyuan Ye Xiang Ren 53 6 0 23 Jul 2024
Reconstruct the Pruned Model without Any Retraining Pingjie Wang Ziqing Fan Shengchao Hu Zhe Chen Yanfeng Wang Yu Wang 50 1 0 18 Jul 2024