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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
CLEAR-3K: Assessing Causal Explanatory Capabilities in Language Models Naiming Liu Richard Baraniuk Shashank Sonkar ELM LRM 14 0 0 20 Jun 2025
Bayesian Optimization over Bounded Domains with the Beta Product Kernel Huy Hoang Nguyen Han Zhou Matthew B. Blaschko A. Tiulpin 14 0 0 19 Jun 2025
Black-Box Privacy Attacks on Shared Representations in Multitask Learning John Abascal Nicolás Berrios Alina Oprea Jonathan R. Ullman Adam D. Smith Matthew Jagielski MLAU 37 0 0 19 Jun 2025
Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants Jaione Bengoetxea Itziar Gonzalez-Dios Rodrigo Agerri 19 0 0 18 Jun 2025
When Does Meaning Backfire? Investigating the Role of AMRs in NLI Junghyun Min Xiulin Yang Shira Wein LLMSV 42 0 0 17 Jun 2025
FedOne: Query-Efficient Federated Learning for Black-box Discrete Prompt Learning Ganyu Wang Jinjie Fang Maxwell J. Ying Bin Gu Xi Chen Boyu Wang Charles Ling FedML 24 0 0 17 Jun 2025
GeistBERT: Breathing Life into German NLP Raphael Scheible-Schmitt Johann Frei VLM 35 0 0 13 Jun 2025
Improving Group Robustness on Spurious Correlation via Evidential Alignment Wenqian Ye Guangtao Zheng Aidong Zhang 19 0 0 12 Jun 2025
DIVE into MoE: Diversity-Enhanced Reconstruction of Large Language Models from Dense into Mixture-of-Experts Yuchen Feng Bowen Shen Naibin Gu Jiaxuan Zhao Peng Fu Zheng Lin Weiping Wang MoMe MoE 59 0 0 11 Jun 2025
mSTEB: Massively Multilingual Evaluation of LLMs on Speech and Text Tasks Luel Hagos Beyene Vivek Verma Min Ma Jesujoba Oluwadara Alabi Fabian David Schmidt Joyce Nakatumba-Nabende David Ifeoluwa Adelani 50 0 0 10 Jun 2025
Adversarial Text Generation with Dynamic Contextual Perturbation Hetvi Waghela Jaydip Sen Sneha Rakshit S. Dasgupta AAML 44 0 0 10 Jun 2025
Moment Alignment: Unifying Gradient and Hessian Matching for Domain Generalization Yuen Chen Haozhe Si Guojun Zhang Han Zhao OOD 32 0 0 09 Jun 2025
Plug-in and Fine-tuning: Bridging the Gap between Small Language Models and Large Language Models Kyeonghyun Kim Jinhee Jang Juhwan Choi Yoonji Lee Kyohoon Jin Youngbin Kim 34 0 0 09 Jun 2025
ARGUS: Hallucination and Omission Evaluation in Video-LLMs Ruchit Rawal Reza Shirkavand Heng-Chiao Huang Gowthami Somepalli Tom Goldstein 42 0 0 09 Jun 2025
LoRMA: Low-Rank Multiplicative Adaptation for LLMs Harsh Bihany Shubham Patel Ashutosh Modi 22 0 0 09 Jun 2025
They want to pretend not to understand: The Limits of Current LLMs in Interpreting Implicit Content of Political Discourse Walter Paci Alessandro Panunzi Sandro Pezzelle 25 0 0 07 Jun 2025
Let's CONFER: A Dataset for Evaluating Natural Language Inference Models on CONditional InFERence and Presupposition Tara Azin Daniel Dumitrescu Diana Inkpen Raj Singh 35 0 0 06 Jun 2025
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation Zhan Zhuang Xiequn Wang Wei Li Yulong Zhang Qiushi Huang ... Yanbin Wei Yuhe Nie Kede Ma Yu Zhang Ying Wei 57 0 0 06 Jun 2025
Selecting Demonstrations for Many-Shot In-Context Learning via Gradient Matching J. Zhang Bei Li Jun Bai Rumei Li Yanmeng Wang Chenghua Lin Wenge Rong 108 0 0 05 Jun 2025
A MISMATCHED Benchmark for Scientific Natural Language Inference Firoz Shaik Mobashir Sadat Nikita Gautam Doina Caragea Cornelia Caragea 84 0 0 05 Jun 2025
Leveraging Self-Attention for Input-Dependent Soft Prompting in LLMs Ananth Muppidi Abhilash Nandy Sambaran Bandyopadhyay 24 0 0 05 Jun 2025
PoLAR: Polar-Decomposed Low-Rank Adapter Representation Kai Lion Liang Zhang Bingcong Li Niao He 58 0 0 03 Jun 2025
CiteEval: Principle-Driven Citation Evaluation for Source Attribution Yumo Xu Peng Qi Jifan Chen Kunlun Liu Rujun Han Lan Liu Bonan Min Vittorio Castelli Arshit Gupta Zhiguo Wang HILM 54 0 0 02 Jun 2025
Redundancy, Isotropy, and Intrinsic Dimensionality of Prompt-based Text Embeddings Hayato Tsukagoshi Ryohei Sasano VLM 64 0 0 02 Jun 2025
Assortment of Attention Heads: Accelerating Federated PEFT with Head Pruning and Strategic Client Selection Yeshwanth Venkatesha Souvik Kundu Priyadarshini Panda 29 1 0 31 May 2025
Drop Dropout on Single-Epoch Language Model Pretraining Houjun Liu John Bauer Christopher D. Manning LRM 38 0 0 30 May 2025
Decom-Renorm-Merge: Model Merging on the Right Space Improves Multitasking Yuatyong Chaichana Thanapat Trachu Peerat Limkonchotiwat Konpat Preechakul Tirasan Khandhawit Ekapol Chuangsuwanich MoMe 82 0 0 29 May 2025
Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation Beiduo Chen Yang Liu Anna Korhonen Barbara Plank LRM 81 0 0 29 May 2025
The Rich and the Simple: On the Implicit Bias of Adam and SGD Bhavya Vasudeva Jung Whan Lee Vatsal Sharan Mahdi Soltanolkotabi 34 0 0 29 May 2025
Diversity of Transformer Layers: One Aspect of Parameter Scaling Laws Hidetaka Kamigaito Ying Zhang Jingun Kwon Katsuhiko Hayashi Manabu Okumura Taro Watanabe MoE 57 1 0 29 May 2025
Preemptive Hallucination Reduction: An Input-Level Approach for Multimodal Language Model Nokimul Hasan Arif Shadman Rabby Md Hefzul Hossain Papon Sabbir Ahmed MLLM VLM 51 0 0 29 May 2025
MAP: Revisiting Weight Decomposition for Low-Rank Adaptation Chongjie Si Zhiyi Shi Yadao Wang Xiaokang Yang Susanto Rahardja Wei Shen 64 0 0 29 May 2025
NeuronTune: Towards Self-Guided Spurious Bias Mitigation Guangtao Zheng Wenqian Ye Aidong Zhang 43 0 0 29 May 2025
Advancing Expert Specialization for Better MoE Hongcan Guo Haolang Lu Guoshun Nan Bolun Chu Jialin Zhuang Yuan Yang Wenhao Che Sicong Leng Qimei Cui Xudong Jiang MoE MoMe 101 0 0 28 May 2025
Look Within or Look Beyond? A Theoretical Comparison Between Parameter-Efficient and Full Fine-Tuning Yongkang Liu Xingle Xu Ercong Nie Zijing Wang Shi Feng Daling Wang Qian Li Hinrich Schutze 39 0 0 28 May 2025
Operationalizing CaMeL: Strengthening LLM Defenses for Enterprise Deployment Krti Tallam Emma Miller 42 0 0 28 May 2025
Resolving Knowledge Conflicts in Domain-specific Data Selection: A Case Study on Medical Instruction-tuning Qihuang Zhong Liang Ding Fei Liao Juhua Liu Bo Du Dacheng Tao 49 0 0 28 May 2025
Unraveling LoRA Interference: Orthogonal Subspaces for Robust Model Merging Haobo Zhang Jiayu Zhou MoMe 56 0 0 28 May 2025
LayerIF: Estimating Layer Quality for Large Language Models using Influence Functions Hadi Askari Shivanshu Gupta Fei Wang Anshuman Chhabra Muhao Chen TDI 52 0 0 27 May 2025
Evaluating LLM Adaptation to Sociodemographic Factors: User Profile vs. Dialogue History Qishuai Zhong Zongmin Li Siqi Fan Aixin Sun 51 0 0 27 May 2025
VeriTrail: Closed-Domain Hallucination Detection with Traceability Dasha Metropolitansky Jonathan Larson HILM 64 0 0 27 May 2025
LLMs are Frequency Pattern Learners in Natural Language Inference Liang Cheng Zhaowei Wang Mark Steedman 54 0 0 27 May 2025
Calibrating Pre-trained Language Classifiers on LLM-generated Noisy Labels via Iterative Refinement Liqin Ye Agam Shah Chao Zhang Sudheer Chava 87 0 0 26 May 2025
Spurious Privacy Leakage in Neural Networks Chenxiang Zhang Jun Pang S. Mauw 57 0 0 26 May 2025
Avoid Forgetting by Preserving Global Knowledge Gradients in Federated Learning with Non-IID Data Abhijit Chunduru Majid Morafah Mahdi Morafah Vishnu Pandi Chellapandi Ang Li FedML 69 0 0 26 May 2025
How to Improve the Robustness of Closed-Source Models on NLI Joe Stacey Lisa Alazraki Aran Ubhi Beyza Ermis Aaron Mueller Marek Rei 42 0 0 26 May 2025
Building a Functional Machine Translation Corpus for Kpelle Kweku Andoh Yamoah Jackson Weako Emmanuel J. Dorley 63 0 0 24 May 2025
RefLoRA: Refactored Low-Rank Adaptation for Efficient Fine-Tuning of Large Models Yilang Zhang Bingcong Li G. Giannakis 248 1 0 24 May 2025
Benchmarking and Pushing the Multi-Bias Elimination Boundary of LLMs via Causal Effect Estimation-guided Debiasing Zhouhao Sun Zhiyuan Kan Xiao Ding Li Du Yang Zhao Bing Qin Ting Liu 116 0 0 22 May 2025
DeFTX: Denoised Sparse Fine-Tuning for Zero-Shot Cross-Lingual Transfer Sona Elza Simon Preethi Jyothi VLM 72 0 0 21 May 2025