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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Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks Chiyue Wei Bowen Duan Cong Guo Jingyang Zhang Qingyue Song Hai "Helen" Li Yiran Chen 12 0 0 16 May 2025
DeltaEdit: Enhancing Sequential Editing in Large Language Models by Controlling Superimposed Noise Ding Cao Yuchen Cai Rongxi Guo X. He Guiquan Liu KELM 42 0 0 12 May 2025
Why Uncertainty Estimation Methods Fall Short in RAG: An Axiomatic Analysis Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 36 0 0 12 May 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? Da Ju Hagen Blix Adina Williams DeLMO 38 0 0 12 May 2025
Communication-Efficient Federated Fine-Tuning of Language Models via Dynamic Update Schedules Michail Theologitis V. Samoladas Antonios Deligiannakis 34 0 0 07 May 2025
Parameter-Efficient Transformer Embeddings Henry Ndubuaku Mouad Talhi 24 0 0 04 May 2025
Improving Group Fairness in Knowledge Distillation via Laplace Approximation of Early Exits Edvin Fasth Sagar Singh 24 0 0 02 May 2025
Always Tell Me The Odds: Fine-grained Conditional Probability Estimation Liaoyaqi Wang Zhengping Jiang Anqi Liu Benjamin Van Durme 61 0 0 02 May 2025
BiGSCoder: State Space Model for Code Understanding Shweta Verma Abhinav Anand Mira Mezini Mamba 46 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 58 0 0 01 May 2025
Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? Evangelia Gogoulou Shorouq Zahra Liane Guillou Luise Dürlich Joakim Nivre HILM LRM 160 0 0 29 Apr 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 137 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 65 0 0 29 Apr 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 44 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 30 0 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 32 0 0 17 Apr 2025
Refining Financial Consumer Complaints through Multi-Scale Model Interaction Bo-Wei Chen An-Zi Yen Chung-Chi Chen AILaw 46 0 0 14 Apr 2025
A Tale of Two Learning Algorithms: Multiple Stream Random Walk and Asynchronous Gossip Peyman Gholami H. Seferoglu 31 0 0 14 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 28 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 K. Enevoldsen Niklas Muennighoff VLM 37 0 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 34 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 33 0 0 12 Apr 2025
Cross-Document Cross-Lingual Natural Language Inference via RST-enhanced Graph Fusion and Interpretability Prediction Mengying Yuan Wangzi Xuan Fei Li 30 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 38 108 0 10 Apr 2025
Defending Deep Neural Networks against Backdoor Attacks via Module Switching Weijun Li Ansh Arora Xuanli He Mark Dras Qiongkai Xu AAML MoMe 53 0 0 08 Apr 2025
Confidence Regularized Masked Language Modeling using Text Length Seunghyun Ji Soowon Lee 34 0 0 08 Apr 2025
Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis Yuchen Wei Dennis Pearl Matthew Beckman Rebecca J. Passonneau 33 0 0 04 Apr 2025
Enhancing LLM Robustness to Perturbed Instructions: An Empirical Study Aryan Agrawal Lisa Alazraki Shahin Honarvar Marek Rei 54 0 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 69 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 37 0 0 02 Apr 2025
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging Chanhyuk Lee Jiho Choi Chanryeol Lee Donggyun Kim Seunghoon Hong MoMe 52 0 0 28 Mar 2025
Monte Carlo Sampling for Analyzing In-Context Examples S. Schoch Yangfeng Ji 37 0 0 27 Mar 2025
Severing Spurious Correlations with Data Pruning Varun Mulchandani Jung-Eun Kim 150 0 0 24 Mar 2025
Dynamic Task Vector Grouping for Efficient Multi-Task Prompt Tuning Pieyi Zhang Richong Zhang Zhijie Nie VLM 65 0 0 23 Mar 2025
Do regularization methods for shortcut mitigation work as intended? Haoyang Hong Ioanna Papanikolaou Sonali Parbhoo 47 1 0 21 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 45 0 0 20 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 40 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 44 0 0 19 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse Upcycling R. Teo T. Nguyen MoE 58 2 0 14 Mar 2025
SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable Jiaxin Zhang ZeLin Li Wendi Cui Kamalika Das Bradley Malin Sricharan Kumar 41 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 76 5 0 13 Mar 2025
Probing Network Decisions: Capturing Uncertainties and Unveiling Vulnerabilities Without Label Information Youngju Joung Sehyun Lee Jaesik Choi AAML 48 1 0 12 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 59 0 0 12 Mar 2025
ESNLIR: A Spanish Multi-Genre Dataset with Causal Relationships Johan R. Portela Nicolás Perez Rubén Manrique 44 0 0 11 Mar 2025
ResMoE: Space-efficient Compression of Mixture of Experts LLMs via Residual Restoration Mengting Ai Tianxin Wei Yifan Chen Zhichen Zeng Ritchie Zhao G. Varatkar B. Rouhani Xianfeng Tang Hanghang Tong Jingrui He MoE 51 1 0 10 Mar 2025
Group-robust Sample Reweighting for Subpopulation Shifts via Influence Functions Rui Qiao Zhaoxuan Wu Jingtan Wang Pang Wei Koh Bryan Kian Hsiang Low OOD 53 2 0 10 Mar 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie J. Chen Xuefeng Zhang 39 0 0 10 Mar 2025
Seeing Delta Parameters as JPEG Images: Data-Free Delta Compression with Discrete Cosine Transform Chenyu Huang Peng Ye Xinyu Wang Shenghe Zheng Biqing Qi Lei Bai Wanli Ouyang Tao Chen 31 0 0 09 Mar 2025
EuroBERT: Scaling Multilingual Encoders for European Languages Nicolas Boizard Hippolyte Gisserot-Boukhlef Duarte M. Alves André F. T. Martins Ayoub Hammal ... Maxime Peyrard Nuno M. Guerreiro Patrick Fernandes Ricardo Rei Pierre Colombo 125 1 0 07 Mar 2025
HalluCounter: Reference-free LLM Hallucination Detection in the Wild! Ashok Urlana Gopichand Kanumolu Charaka Vinayak Kumar B. Garlapati Rahul Mishra HILM 61 0 0 06 Mar 2025