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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"

50 / 2,772 papers shown

Title
VTrans: Accelerating Transformer Compression with Variational Information Bottleneck based Pruning Oshin Dutta Ritvik Gupta Sumeet Agarwal 93 2 0 07 Jun 2024
Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions Jingtan Wang Xiaoqiang Lin Rui Qiao Chuan-Sheng Foo Bryan Kian Hsiang Low TDI 66 5 0 07 Jun 2024
Semantically Diverse Language Generation for Uncertainty Estimation in Language Models L. Aichberger Kajetan Schweighofer Mykyta Ielanskyi Sepp Hochreiter HILM 72 14 0 06 Jun 2024
ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions Sreyan Ghosh Utkarsh Tyagi Sonal Kumar C. K. Evuru S Ramaneswaran S. Sakshi Dinesh Manocha 84 7 0 06 Jun 2024
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans Yusuke Sakai Hidetaka Kamigaito Taro Watanabe LRM 96 5 0 06 Jun 2024
Towards Understanding Task-agnostic Debiasing Through the Lenses of Intrinsic Bias and Forgetfulness Guangliang Liu Milad Afshari Xitong Zhang Zhiyu Xue Avrajit Ghosh Bidhan Bashyal Rongrong Wang K. Johnson 78 0 0 06 Jun 2024
Do Language Models Understand Morality? Towards a Robust Detection of Moral Content L. Bulla Aldo Gangemi M. Mongiovì 49 1 0 06 Jun 2024
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning Naibin Gu Peng Fu Xiyu Liu Bowen Shen Zheng Lin Weiping Wang 69 10 0 06 Jun 2024
Innovations in Cover Song Detection: A Lyrics-Based Approach Maximilian Balluff Peter Mandl Christian Wolff 109 1 0 06 Jun 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning Zihan Chen Song Wang Cong Shen Jundong Li 93 5 0 06 Jun 2024
What Makes Language Models Good-enough? Daiki Asami Saku Sugawara 82 1 0 06 Jun 2024
NAP^2: A Benchmark for Naturalness and Privacy-Preserving Text Rewriting by Learning from Human Shuo Huang William MacLean Xiaoxi Kang Qiongkai Xu Zhuang Li Xingliang Yuan Zhuang Li Lizhen Qu 139 0 0 06 Jun 2024
Missci: Reconstructing Fallacies in Misrepresented Science Max Glockner Yufang Hou Preslav Nakov Iryna Gurevych 92 6 0 05 Jun 2024
Space Decomposition for Sentence Embedding Wuttikorn Ponwitayarat Peerat Limkonchotiwat Ekapol Chuangsuwanich Sarana Nutanong 59 1 0 05 Jun 2024
Ultrasound Report Generation with Cross-Modality Feature Alignment via Unsupervised Guidance Jun Li Tongkun Su Baoliang Zhao Faqin Lv Qiong Wang Nassir Navab Yin Hu Zhongliang Jiang MedIm 77 6 0 02 Jun 2024
Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement Pengwei Zhan Zhen Xu Qian Tan Jie Song Ru Xie 81 7 0 31 May 2024
UniBias: Unveiling and Mitigating LLM Bias through Internal Attention and FFN Manipulation Hanzhang Zhou Zijian Feng Zixiao Zhu Junlang Qian Kezhi Mao 92 10 0 31 May 2024
Entangled Relations: Leveraging NLI and Meta-analysis to Enhance Biomedical Relation Extraction William Hogan Jingbo Shang 98 0 0 31 May 2024
MindMerger: Efficient Boosting LLM Reasoning in non-English Languages Zixian Huang Wenhao Zhu Gong Cheng Lei Li Fei Yuan LRM 93 14 0 27 May 2024
DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution Yulong Mao Kaiyu Huang Changhao Guan Ganglin Bao Fengran Mo Jinan Xu 96 17 0 27 May 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 109 15 0 27 May 2024
Evaluating the Adversarial Robustness of Retrieval-Based In-Context Learning for Large Language Models Simon Chi Lok Yu Jie He Pasquale Minervini Jeff Z. Pan 66 0 0 24 May 2024
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges Jonas Becker Jan Philip Wahle Bela Gipp Terry Ruas 122 11 0 24 May 2024
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models Kunjal Panchal Nisarg Parikh Sunav Choudhary Lijun Zhang Yuriy Brun Hui Guan 120 3 0 24 May 2024
Prompt Tuning Strikes Back: Customizing Foundation Models with Low-Rank Prompt Adaptation Abhinav C. P. Jain Swarat Chaudhuri Thomas W. Reps Christopher M. Jermaine 74 2 0 24 May 2024
CHARP: Conversation History AwaReness Probing for Knowledge-grounded Dialogue Systems Abbas Ghaddar David Alfonso-Hermelo Philippe Langlais Mehdi Rezagholizadeh Boxing Chen Prasanna Parthasarathi 74 0 0 24 May 2024
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor Optimization Zi Yang Samridhi Choudhary Xinfeng Xie Cao Gao Siegfried Kunzmann Zheng Zhang VLM 136 10 0 23 May 2024
EMR-Merging: Tuning-Free High-Performance Model Merging Chenyu Huang Peng Ye Tao Chen Tong He Xiangyu Yue Wanli Ouyang MoMe 89 45 0 23 May 2024
Can LLMs Solve longer Math Word Problems Better? Xin Xu Tong Xiao Zitong Chao Zhenya Huang Can Yang Yang Wang 173 14 0 23 May 2024
Comparative Analysis of Different Efficient Fine Tuning Methods of Large Language Models (LLMs) in Low-Resource Setting Krishna Prasad Varadarajan Srinivasan Prasanth Gumpena Madhusudhana Yattapu Vishal H. Brahmbhatt 34 1 0 21 May 2024
OLAPH: Improving Factuality in Biomedical Long-form Question Answering Minbyul Jeong Hyeon Hwang Chanwoong Yoon Taewhoo Lee Jaewoo Kang MedIm HILM LM&MA 123 12 0 21 May 2024
Resolving Word Vagueness with Scenario-guided Adapter for Natural Language Inference Yuqi Liu Mengyu Li Di Liang Ximing Li Fausto Giunchiglia Lan Huang Xiaoyue Feng Renchu Guan 66 3 0 21 May 2024
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference Corpus Eduard Poesina Cornelia Caragea Radu Tudor Ionescu 80 6 0 20 May 2024
Efficient Prompt Tuning by Multi-Space Projection and Prompt Fusion Pengxiang Lan Enneng Yang Yuting Liu Guibing Guo Linying Jiang Jianzhe Zhao Xingwei Wang VLM AAML 83 1 0 19 May 2024
Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks Anwoy Chatterjee Eshaan Tanwar Subhabrata Dutta Tanmoy Chakraborty LRM 118 11 0 17 May 2024
LoRA Learns Less and Forgets Less D. Biderman Jose Javier Gonzalez Ortiz Jacob P. Portes Mansheej Paul Philip Greengard ... Sam Havens Vitaliy Chiley Jonathan Frankle Cody Blakeney John P. Cunningham CLL 133 141 0 15 May 2024
Tell Me Why: Explainable Public Health Fact-Checking with Large Language Models Majid Zarharan Pascal Wullschleger Babak Behkam Kia Mohammad Taher Pilehvar Jennifer Foster LRM ELM LM&MA 78 3 0 15 May 2024
Sign of the Times: Evaluating the use of Large Language Models for Idiomaticity Detection Dylan Phelps Thomas Pickard Maggie Mi Edward Gow-Smith Aline Villavicencio 82 4 0 15 May 2024
Elements of World Knowledge (EWoK): A Cognition-Inspired Framework for Evaluating Basic World Knowledge in Language Models Anna A. Ivanova Aalok Sathe Benjamin Lipkin Unnathi Kumar S. Radkani ... Leshem Choshen Roger Levy Evelina Fedorenko Josh Tenenbaum Jacob Andreas 82 28 0 15 May 2024
Stylometric Watermarks for Large Language Models Georg Niess Roman Kern 78 3 0 14 May 2024
Fine-tuning the SwissBERT Encoder Model for Embedding Sentences and Documents Juri Grosjean Jannis Vamvas 46 1 0 13 May 2024
DEPTH: Discourse Education through Pre-Training Hierarchically Zachary Bamberger Ofek Glick Chaim Baskin Yonatan Belinkov 126 0 0 13 May 2024
Aspect-oriented Consumer Health Answer Summarization Rochana Chaturvedi Abari Bhattacharya S. Yadav 90 4 0 10 May 2024
Detecting Statements in Text: A Domain-Agnostic Few-Shot Solution Sandrine Chausson Bjorn Ross 32 0 0 09 May 2024
The Effect of Model Size on LLM Post-hoc Explainability via LIME Henning Heyen Amy Widdicombe Noah Y. Siegel Maria Perez-Ortiz Philip C. Treleaven LRM 89 1 0 08 May 2024
Switchable Decision: Dynamic Neural Generation Networks Shujian Zhang Korawat Tanwisuth Chengyue Gong Pengcheng He Mi Zhou BDL 77 0 0 07 May 2024
Revisiting character-level adversarial attacks Elias Abad Rocamora Yongtao Wu Fanghui Liu Grigorios G. Chrysos Volkan Cevher AAML 96 4 0 07 May 2024
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights Wenhao Zhu Shujian Huang Fei Yuan Cheng Chen Jiajun Chen Alexandra Birch LRM 138 5 0 02 May 2024
Identification of Entailment and Contradiction Relations between Natural Language Sentences: A Neurosymbolic Approach Xuyao Feng Anthony Hunter 42 2 0 02 May 2024
Bayesian Optimization with LLM-Based Acquisition Functions for Natural Language Preference Elicitation David Eric Austin Anton Korikov Armin Toroghi Scott Sanner 82 11 0 02 May 2024