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A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference

18 April 2017

Papers citing "A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference"

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Title
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions Yuan Zhang Xiao Wang Zhiheng Xi Han Xia Tao Gui Qi Zhang Xuanjing Huang 93 4 0 26 Feb 2024
Layer-wise Regularized Dropout for Neural Language Models Shiwen Ni Min Yang Ruifeng Xu Chengming Li Xiping Hu 49 0 0 26 Feb 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? Yiping Jin Leo Wanner A. Shvets 56 2 0 23 Feb 2024
Advancing Parameter Efficiency in Fine-tuning via Representation Editing Muling Wu Tianlong Li Xiaohua Wang Changze Lv Changze Lv Zixuan Ling Jianhao Zhu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang 79 25 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 59 6 0 23 Feb 2024
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic Nathaniel Weir Kate Sanders Orion Weller Shreya Sharma Dongwei Jiang ... Bhavana Dalvi Oyvind Tafjord Peter Alexander Jansen Peter Clark Benjamin Van Durme 100 13 0 22 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 116 1 0 22 Feb 2024
Improving Language Understanding from Screenshots Tianyu Gao Zirui Wang Adithya Bhaskar Danqi Chen VLM 82 10 0 21 Feb 2024
Can You Learn Semantics Through Next-Word Prediction? The Case of Entailment William Merrill Zhaofeng Wu Norihito Naka Yoon Kim Tal Linzen 120 9 0 21 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 77 4 0 21 Feb 2024
SaGE: Evaluating Moral Consistency in Large Language Models Vamshi Krishna Bonagiri Sreeram Vennam Priyanshul Govil Ponnurangam Kumaraguru Manas Gaur ELM 85 0 0 21 Feb 2024
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning Wanqing Cui Keping Bi Jiafeng Guo Xueqi Cheng SyDa ReLM RALM LRM 102 9 0 21 Feb 2024
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity Ivan Rep David Dukić Jan Šnajder 128 0 0 20 Feb 2024
GRAFFORD: A Benchmark Dataset for Testing the Knowledge of Object Affordances of Language and Vision Models Sayantan Adak Daivik Agrawal Animesh Mukherjee Somak Aditya 78 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 127 13 0 20 Feb 2024
A synthetic data approach for domain generalization of NLI models Mohammad Javad Hosseini Andrey Petrov Alex Fabrikant Annie Louis SyDa 88 10 0 19 Feb 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? Seunghyeok Hong Sangwon Baek Sangdae Nam Guijin Son Seungone Kim ELM LRM 119 17 0 18 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 75 8 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 65 6 0 17 Feb 2024
Robustness to Subpopulation Shift with Domain Label Noise via Regularized Annotation of Domains Nathan Stromberg Rohan Ayyagari Monica Welfert Sanmi Koyejo Richard Nock Lalitha Sankar 68 3 0 16 Feb 2024
Conformalized Credal Set Predictors Alireza Javanmardi David Stutz Eyke Hüllermeier 100 14 0 16 Feb 2024
Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning Tuc Nguyen Thai Le MoMe 95 3 0 16 Feb 2024
Can We Verify Step by Step for Incorrect Answer Detection? Xin Xu Shizhe Diao Can Yang Yang Wang LRM 330 15 0 16 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 98 3 0 16 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 119 2 0 15 Feb 2024
Reusing Softmax Hardware Unit for GELU Computation in Transformers C. Peltekis K. Alexandridis G. Dimitrakopoulos 38 1 0 15 Feb 2024
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse Khiem Phi Noushin Salek Faramarzi Chenlu Wang Ritwik Banerjee 48 0 0 15 Feb 2024
EntailE: Introducing Textual Entailment in Commonsense Knowledge Graph Completion Ying Su Tianqing Fang Huiru Xiao Weiqi Wang Yangqiu Song Tong Zhang Lei Chen 43 0 0 15 Feb 2024
Long-form evaluation of model editing Domenic Rosati Robie Gonzales Jinkun Chen Xuemin Yu Melis Erkan Yahya Kayani Satya Deepika Chavatapalli Frank Rudzicz Hassan Sajjad KELM 68 15 0 14 Feb 2024
Bayesian Multi-Task Transfer Learning for Soft Prompt Tuning Haeju Lee Minchan Jeong SeYoung Yun Kee-Eung Kim AAML VPVLM 88 3 0 13 Feb 2024
Pixel Sentence Representation Learning Chenghao Xiao Zhuoxu Huang Danlu Chen G. Hudson Yizhi Li Haoran Duan Chenghua Lin Jie Fu Jungong Han Noura Al Moubayed SSL 46 3 0 13 Feb 2024
Punctuation Restoration Improves Structure Understanding Without Supervision Junghyun Min Minho Lee Woochul Lee Yeonsoo Lee 159 1 0 13 Feb 2024
Differentially Private Zeroth-Order Methods for Scalable Large Language Model Finetuning Zhicheng Liu Jian Lou Wenxuan Bao Yihan Hu Baochun Li Zhan Qin K. Ren 122 10 0 12 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 53 5 0 10 Feb 2024
NICE: To Optimize In-Context Examples or Not? Pragya Srivastava Satvik Golechha Amit Deshpande Amit Sharma 83 6 0 09 Feb 2024
Copycats: the many lives of a publicly available medical imaging dataset Amelia Jiménez-Sánchez Natalia-Rozalia Avlona Dovile Juodelyte Théo Sourget Caroline Vang-Larsen Anna Rogers Hubert Dariusz Zajkac Veronika Cheplygina 113 3 0 09 Feb 2024
A Unified Causal View of Instruction Tuning Luyao Chen Wei Huang Ruqing Zhang Wei Chen Jiafeng Guo Xueqi Cheng 55 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 118 17 0 09 Feb 2024
Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning Zhiheng Xi Wenxiang Chen Boyang Hong Senjie Jin Rui Zheng ... Xinbo Zhang Peng Sun Tao Gui Qi Zhang Xuanjing Huang LRM 65 28 0 08 Feb 2024
Implicit Bias and Fast Convergence Rates for Self-attention Bhavya Vasudeva Puneesh Deora Christos Thrampoulidis 114 21 0 08 Feb 2024
Reconfidencing LLMs from the Grouping Loss Perspective Lihu Chen Alexandre Perez-Lebel Fabian M. Suchanek Gaël Varoquaux 300 12 0 07 Feb 2024
A Hypothesis-Driven Framework for the Analysis of Self-Rationalising Models Marc Braun Jenny Kunz 40 3 0 07 Feb 2024
ApiQ: Finetuning of 2-Bit Quantized Large Language Model Baohao Liao Christian Herold Shahram Khadivi Christof Monz CLL MQ 132 15 0 07 Feb 2024
Are Machines Better at Complex Reasoning? Unveiling Human-Machine Inference Gaps in Entailment Verification Soumya Sanyal Tianyi Xiao Jiacheng Liu Wenya Wang Xiang Ren LRM ReLM 129 12 0 06 Feb 2024
TexShape: Information Theoretic Sentence Embedding for Language Models Kaan Kale H. Esfahanizadeh Noel Elias Oguzhan Baser Muriel Médard S. Vishwanath 72 3 0 05 Feb 2024
English Prompts are Better for NLI-based Zero-Shot Emotion Classification than Target-Language Prompts Patrick Bareiss Roman Klinger Jeremy Barnes 69 10 0 05 Feb 2024
Integration of cognitive tasks into artificial general intelligence test for large models Youzhi Qu Chen Wei Penghui Du Wenxin Che Chi Zhang ... Bin Hu Kai Du Haiyan Wu Jia Liu Quanying Liu ELM 64 10 0 04 Feb 2024
Don't Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget Florian E. Dorner Moritz Hardt 74 4 0 03 Feb 2024
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models Sara Rajaee Christof Monz 80 4 0 03 Feb 2024
Translation Errors Significantly Impact Low-Resource Languages in Cross-Lingual Learning Ashish Agrawal Barah Fazili Preethi Jyothi 70 3 0 03 Feb 2024