Neural Network Acceptability Judgments

31 May 2018

Amanpreet Singh

Papers citing "Neural Network Acceptability Judgments"

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Title
LayerNorm: A key component in parameter-efficient fine-tuning Taha ValizadehAslani Hualou Liang 39 1 0 29 Mar 2024
Adverb Is the Key: Simple Text Data Augmentation with Adverb Deletion Juhwan Choi Youngbin Kim 17 0 0 29 Mar 2024
A Two-Phase Recall-and-Select Framework for Fast Model Selection Jianwei Cui Wenhang Shi Honglin Tao Wei Lu Xiaoyong Du 38 0 0 28 Mar 2024
Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons Shijia Zhou Leonie Weissweiler Taiqi He Hinrich Schütze David R. Mortensen Lori S. Levin 29 6 0 26 Mar 2024
Incorporating Exponential Smoothing into MLP: A Simple but Effective Sequence Model Jiqun Chu Zuoquan Lin AI4TS 27 2 0 26 Mar 2024
Monotonic Paraphrasing Improves Generalization of Language Model Prompting Qin Liu Fei Wang Nan Xu Tianyi Yan Tao Meng Muhao Chen LRM 43 7 0 24 Mar 2024
Adapprox: Adaptive Approximation in Adam Optimization via Randomized Low-Rank Matrices Pengxiang Zhao Ping Li Yingjie Gu Yi Zheng Stephan Ludger Kölker Zhefeng Wang Xiaoming Yuan 19 1 0 22 Mar 2024
Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation Kyohoon Jin Junho Lee Juhwan Choi Sangmin Song Youngbin Kim 34 0 0 22 Mar 2024
A Unified Framework for Model Editing Akshat Gupta Dev Sajnani Gopala Anumanchipalli KELM 70 26 0 21 Mar 2024
Automatic Annotation of Grammaticality in Child-Caregiver Conversations Mitja Nikolaus Abhishek Agrawal Petros Kaklamanis Alex Warstadt Abdellah Fourtassi 33 2 0 21 Mar 2024
Do Not Worry if You Do Not Have Data: Building Pretrained Language Models Using Translationese Meet Doshi Raj Dabre Pushpak Bhattacharyya SyDa 31 2 0 20 Mar 2024
Knowing Your Nonlinearities: Shapley Interactions Reveal the Underlying Structure of Data Divyansh Singhvi Andrej Erkelens Raghav Jain Diganta Misra Naomi Saphra 19 0 0 19 Mar 2024
Generalizable and Stable Finetuning of Pretrained Language Models on Low-Resource Texts Sai Ashish Somayajula Youwei Liang Abhishek Singh Li Zhang Pengtao Xie 29 2 0 19 Mar 2024
BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models Rushi Qiang Ruiyi Zhang Pengtao Xie AI4CE 28 8 0 19 Mar 2024
A Closer Look at Claim Decomposition Miriam Wanner Seth Ebner Zhengping Jiang Mark Dredze Benjamin Van Durme 49 18 0 18 Mar 2024
Matrix-Transformation Based Low-Rank Adaptation (MTLoRA): A Brain-Inspired Method for Parameter-Efficient Fine-Tuning Yao Liang Yuwei Wang Yang Li Yi Zeng 42 0 0 12 Mar 2024
Enhancing Transfer Learning with Flexible Nonparametric Posterior Sampling Hyungi Lee G. Nam Edwin Fong Juho Lee BDL 32 5 0 12 Mar 2024
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression Xin Wang Yu Zheng Zhongwei Wan Mi Zhang MQ 55 43 0 12 Mar 2024
Rebuilding ROME : Resolving Model Collapse during Sequential Model Editing Akshat Gupta Sidharth Baskaran Gopala Anumanchipalli KELM 63 20 0 11 Mar 2024
Hybrid Human-LLM Corpus Construction and LLM Evaluation for Rare Linguistic Phenomena Leonie Weissweiler Abdullatif Köksal Hinrich Schütze 29 4 0 11 Mar 2024
Automatic and Universal Prompt Injection Attacks against Large Language Models Xiaogeng Liu Zhiyuan Yu Yizhe Zhang Ning Zhang Chaowei Xiao SILM AAML 38 33 0 07 Mar 2024
Improving Group Connectivity for Generalization of Federated Deep Learning Zexi Li Jie Lin Zhiqi Li Didi Zhu Chao Wu AI4CE FedML 38 0 0 29 Feb 2024
Language Models Represent Beliefs of Self and Others Wentao Zhu Zhining Zhang Yizhou Wang MILM LRM 42 8 0 28 Feb 2024
Variational Learning is Effective for Large Deep Networks Yuesong Shen Nico Daheim Bai Cong Peter Nickl Gian Maria Marconi ... Rio Yokota Iryna Gurevych Daniel Cremers Mohammad Emtiyaz Khan Thomas Möllenhoff 40 22 0 27 Feb 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning Pengjie Ren Chengshun Shi Shiguang Wu Mengqi Zhang Zhaochun Ren Maarten de Rijke Zhumin Chen Jiahuan Pei MoE 41 14 0 27 Feb 2024
Sinkhorn Distance Minimization for Knowledge Distillation Xiao Cui Yulei Qin Yuting Gao Enwei Zhang Zihan Xu Tong Wu Ke Li Xing Sun Wen-gang Zhou Houqiang Li 62 5 0 27 Feb 2024
Layer-wise Regularized Dropout for Neural Language Models Shiwen Ni Min Yang Ruifeng Xu Chengming Li Xiping Hu 36 0 0 26 Feb 2024
LoRA Meets Dropout under a Unified Framework Sheng Wang Liheng Chen Jiyue Jiang Boyang Xue Lingpeng Kong Chuan Wu 18 13 0 25 Feb 2024
Towards Efficient Active Learning in NLP via Pretrained Representations Artem Vysogorets Achintya Gopal 34 0 0 23 Feb 2024
Advancing Parameter Efficiency in Fine-tuning via Representation Editing Muling Wu Wenhao Liu Xiaohua Wang Tianlong Li Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 20 19 0 23 Feb 2024
PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning Zhisheng Lin Han Fu Chenghao Liu Zhuo Li Jianling Sun MoE MoMe 30 5 0 23 Feb 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond Xinyu Wang Hainiu Xu Lin Gui Yulan He MoMe AIFin 36 1 0 22 Feb 2024
Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting P. Proskura Alexey Zaytsev 26 0 0 22 Feb 2024
Improving Language Understanding from Screenshots Tianyu Gao Zirui Wang Adithya Bhaskar Danqi Chen VLM 33 10 0 21 Feb 2024
Comparing Specialised Small and General Large Language Models on Text Classification: 100 Labelled Samples to Achieve Break-Even Performance Branislav Pecher Ivan Srba M. Bieliková ALM 39 7 0 20 Feb 2024
On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices Branislav Pecher Ivan Srba M. Bieliková 64 3 0 20 Feb 2024
HyperMoE: Towards Better Mixture of Experts via Transferring Among Experts Hao Zhao Zihan Qiu Huijia Wu Zili Wang Zhaofeng He Jie Fu MoE 30 9 0 20 Feb 2024
In-Context Learning Demonstration Selection via Influence Analysis Vinay M.S. Minh-Hao Van Xintao Wu 31 3 0 19 Feb 2024
Induced Model Matching: Restricted Models Help Train Full-Featured Models Usama Muneeb Mesrob I. Ohannessian 14 0 0 19 Feb 2024
LoRETTA: Low-Rank Economic Tensor-Train Adaptation for Ultra-Low-Parameter Fine-Tuning of Large Language Models Yifan Yang Jiajun Zhou Ngai Wong Zheng Zhang 21 7 0 18 Feb 2024
Contrastive Instruction Tuning Tianyi Yan Fei Wang James Y. Huang Wenxuan Zhou Fan Yin Aram Galstyan Wenpeng Yin Muhao Chen ALM 23 5 0 17 Feb 2024
Uncertainty Quantification for In-Context Learning of Large Language Models Chen Ling Xujiang Zhao Xuchao Zhang Wei Cheng Yanchi Liu ... Katsushi Matsuda Jie Ji Guangji Bai Liang Zhao Haifeng Chen 26 13 0 15 Feb 2024
Reusing Softmax Hardware Unit for GELU Computation in Transformers C. Peltekis K. Alexandridis G. Dimitrakopoulos 24 0 0 15 Feb 2024
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models Jillian R. Fisher Ximing Lu Jaehun Jung Liwei Jiang Zaid Harchaoui Yejin Choi 31 5 0 13 Feb 2024
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning Haeju Lee Minchan Jeong SeYoung Yun Kee-Eung Kim AAML VPVLM 53 2 0 13 Feb 2024
Should I try multiple optimizers when fine-tuning pre-trained Transformers for NLP tasks? Should I tune their hyperparameters? Nefeli Gkouti Prodromos Malakasiotis Stavros Toumpis Ion Androutsopoulos 22 5 0 10 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei-Neng Chen J. Guo Xueqi Cheng 28 1 0 09 Feb 2024
Learn To be Efficient: Build Structured Sparsity in Large Language Models Haizhong Zheng Xiaoyan Bai Xueshen Liu Z. Morley Mao Beidi Chen Fan Lai Atul Prakash 43 11 0 09 Feb 2024
SoftEDA: Rethinking Rule-Based Data Augmentation with Soft Labels Juhwan Choi Kyohoon Jin Junho Lee Sang-hyŏn Song Youngbin Kim 13 5 0 08 Feb 2024
AutoAugment Is What You Need: Enhancing Rule-based Augmentation Methods in Low-resource Regimes Juhwan Choi Kyohoon Jin Junho Lee Sangmin Song Youngbin Kim 22 1 0 08 Feb 2024