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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
MaxPoolBERT: Enhancing BERT Classification via Layer- and Token-Wise Aggregation Maike Behrendt Stefan Sylvius Wagner Stefan Harmeling SSeg 184 0 0 21 May 2025
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing Peng Wang Biyu Zhou Xuehai Tang Jizhong Han Songlin Hu KELM 126 0 0 21 May 2025
Occult: Optimizing Collaborative Communication across Experts for Accelerated Parallel MoE Training and Inference Shuqing Luo Pingzhi Li Jie Peng Hanrui Wang Yang Zhao Yu Cheng Tianlong Chen MoE 96 0 0 19 May 2025
FedSVD: Adaptive Orthogonalization for Private Federated Learning with LoRA Seanie Lee Sangwoo Park Dong Bok Lee Dominik Wagner Haebin Seong Tobias Bocklet Juho Lee Sung Ju Hwang FedML 109 0 0 19 May 2025
Beyond Single-Point Judgment: Distribution Alignment for LLM-as-a-Judge Luyu Chen Zeyu Zhang Haoran Tan Quanyu Dai Hao-ran Yang Zhenhua Dong Xu Chen 52 0 0 18 May 2025
LightRetriever: A LLM-based Hybrid Retrieval Architecture with 1000x Faster Query Inference Guangyuan Ma Yongliang Ma Xuanrui Gou Zhenpeng Su Ming Zhou Songlin Hu RALM 86 0 0 18 May 2025
Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks Chiyue Wei Bowen Duan Cong Guo Jing Zhang Qingyue Song Hai "Helen" Li Yiran Chen 115 0 0 16 May 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? Da Ju Hagen Blix Adina Williams DeLMO 90 0 0 12 May 2025
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise Ding Cao Yuchen Cai Rongxi Guo Xiaoxiao He Guiquan Liu KELM 168 0 0 12 May 2025
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 135 0 0 12 May 2025
FDA-Opt: Communication-Efficient Federated Fine-Tuning of Language Models Michail Theologitis V. Samoladas Antonios Deligiannakis 155 0 0 07 May 2025
Parameter-Efficient Transformer Embeddings Henry Ndubuaku Mouad Talhi 101 0 0 04 May 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 158 1 0 02 May 2025
Improving Group Fairness in Knowledge Distillation via Laplace Approximation of Early Exits Edvin Fasth Sagar Singh 54 0 0 02 May 2025
HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection Deanna Emery Michael Goitia Freddie Vargus Iulia Neagu HILM VLM 142 0 0 01 May 2025
TT-LoRA MoE: Unifying Parameter-Efficient Fine-Tuning and Sparse Mixture-of-Experts Pradip Kunwar Minh Vu Maanak Gupta Mahmoud Abdelsalam Manish Bhattarai MoE MoMe 447 0 0 29 Apr 2025
Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? Evangelia Gogoulou Shorouq Zahra Liane Guillou Luise Dürlich Joakim Nivre HILM LRM 464 0 0 29 Apr 2025
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 117 1 0 29 Apr 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 227 0 0 25 Apr 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking Jabez Magomere Elena Kochkina Samuel Mensah Simerjot Kaur Charese Smiley 108 1 0 22 Apr 2025
Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models Zhouhao Sun Xiao Ding Li Du Yunpeng Xu Yixuan Ma Yang Zhao Bing Qin Ting Liu 88 0 0 17 Apr 2025
MiMu: Mitigating Multiple Shortcut Learning Behavior of Transformers Lili Zhao Qi Liu Wei-neng Chen Lu Chen R.-H. Sun Min Hou Yang Wang Shijin Wang 142 0 0 14 Apr 2025
A Tale of Two Learning Algorithms: Multiple Stream Random Walk and Asynchronous Gossip Peyman Gholami H. Seferoglu 56 0 0 14 Apr 2025
Refining Financial Consumer Complaints through Multi-Scale Model Interaction Bo-Wei Chen An-Zi Yen Chung-Chi Chen AILaw 75 0 0 14 Apr 2025
MIEB: Massive Image Embedding Benchmark Chenghao Xiao Isaac Chung Imene Kerboua Jamie Stirling Xin Zhang Márton Kardos Roman Solomatin Noura Al Moubayed Kenneth Enevoldsen Niklas Muennighoff VLM 150 2 0 14 Apr 2025
Myanmar XNLI: Building a Dataset and Exploring Low-resource Approaches to Natural Language Inference with Myanmar Aung Kyaw Htet Mark Dras 48 1 0 13 Apr 2025
SynthTRIPs: A Knowledge-Grounded Framework for Benchmark Query Generation for Personalized Tourism Recommenders Ashmi Banerjee Adithi Satish Fitri Nur Aisyah Wolfgang Wörndl Yashar Deldjoo AI4TS 88 0 0 12 Apr 2025
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction Mengying Yuan Wenhao Wang Zixuan Wang Yujie Huang Kangli Wei Fei Li Chong Teng Donghong Ji 119 0 0 11 Apr 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora Alex Warstadt Aaron Mueller Leshem Choshen E. Wilcox Chengxu Zhuang ... Rafael Mosquera Bhargavi Paranjape Adina Williams Tal Linzen Ryan Cotterell 202 121 0 10 Apr 2025
Confidence Regularized Masked Language Modeling using Text Length Seunghyun Ji Soowon Lee 214 0 0 08 Apr 2025
Defending Deep Neural Networks against Backdoor Attacks via Module Switching Weijun Li Ansh Arora Xuanli He Mark Dras Xingliang Yuan AAML MoMe 100 0 0 08 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 56 0 0 04 Apr 2025
Enhancing LLM Robustness to Perturbed Instructions: An Empirical Study Aryan Agrawal Lisa Alazraki Shahin Honarvar Marek Rei 129 2 0 03 Apr 2025
Large (Vision) Language Models are Unsupervised In-Context Learners Artyom Gadetsky Andrei Atanov Yulun Jiang Zhitong Gao Ghazal Hosseini Mighan Amir Zamir Maria Brbić VLM MLLM LRM 281 0 0 03 Apr 2025
Like Oil and Water: Group Robustness Methods and Poisoning Defenses May Be at Odds Michael-Andrei Panaitescu-Liess Yigitcan Kaya Sicheng Zhu Furong Huang Tudor Dumitras AAML 124 0 0 02 Apr 2025
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging Chanhyuk Lee Jiho Choi Chanryeol Lee Donggyun Kim Seunghoon Hong MoMe 83 1 0 28 Mar 2025
Monte Carlo Sampling for Analyzing In-Context Examples S. Schoch Yangfeng Ji 56 0 0 27 Mar 2025
Severing Spurious Correlations with Data Pruning Varun Mulchandani Jung-Eun Kim 472 1 0 24 Mar 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning Pieyi Zhang Richong Zhang Zhijie Nie VLM 141 0 0 23 Mar 2025
Do regularization methods for shortcut mitigation work as intended? Haoyang Hong Ioanna Papanikolaou Sonali Parbhoo 77 1 0 21 Mar 2025
Classification of User Reports for Detection of Faulty Computer Components using NLP Models: A Case Study Maria de Lourdes M. Silva André L. C. Mendonça Eduardo R. D. Neto Iago C. Chaves Felipe T. Brito V. A. E. Farias Javam C. Machado 65 0 0 20 Mar 2025
Only a Little to the Left: A Theory-grounded Measure of Political Bias in Large Language Models Mats Faulborn Indira Sen Max Pellert Andreas Spitz David Garcia ELM 77 0 0 20 Mar 2025
Model Risk Management for Generative AI In Financial Institutions Anwesha Bhattacharyya Ye Yu Hanyu Yang Rahul Singh Tarun Joshi Jie Chen Kiran Yalavarthy AIFin MedIm 77 1 0 19 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling R. Teo T. Nguyen MoE 149 2 0 14 Mar 2025
SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable Jiaxin Zhang Zechao Li Wendi Cui Kamalika Das Bradley Malin Sricharan Kumar 111 0 0 13 Mar 2025
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 236 6 0 13 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 102 0 0 12 Mar 2025
Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information Youngju Joung Sehyun Lee Jaesik Choi AAML 79 1 0 12 Mar 2025
ESNLIR: A Spanish Multi-Genre Dataset with Causal Relationships Johan R. Portela Nicolás Perez Rubén Manrique 73 0 0 11 Mar 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie Jiasi Chen Xuefeng Zhang 66 0 0 10 Mar 2025