A large annotated corpus for learning natural language inference

21 August 2015

Samuel R. Bowman

Gabor Angeli

Christopher Potts

Christopher D. Manning

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Papers citing "A large annotated corpus for learning natural language inference"

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Title
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Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection Moxin Li Wenjie Wang Fuli Feng Fengbin Zhu Qifan Wang Tat-Seng Chua HILM LRM 117 23 0 15 Mar 2024
SemEval-2024 Shared Task 6: SHROOM, a Shared-task on Hallucinations and Related Observable Overgeneration Mistakes Timothee Mickus Elaine Zosa Raúl Vázquez Teemu Vahtola Jörg Tiedemann Vincent Segonne Alessandro Raganato Marianna Apidianaki HILM LRM 73 22 0 12 Mar 2024
LLMvsSmall Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model Linmei Hu Hongyu He Duokang Wang Ziwang Zhao Yingxia Shao Liqiang Nie 72 18 0 12 Mar 2024
SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression Xin Wang Yu Zheng Zhongwei Wan Mi Zhang MQ 185 64 0 12 Mar 2024
Detectors for Safe and Reliable LLMs: Implementations, Uses, and Limitations Swapnaja Achintalwar Adriana Alvarado Garcia Ateret Anaby-Tavor Ioana Baldini Sara E. Berger ... Aashka Trivedi Kush R. Varshney Dennis L. Wei Shalisha Witherspooon Marcel Zalmanovici 98 11 0 09 Mar 2024
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity Shochro Hoshino Akihiko Kato Soichiro Murakami Peinan Zhang 66 1 0 08 Mar 2024
Exploring Continual Learning of Compositional Generalization in NLI Xiyan Fu Anette Frank CLL LRM 71 3 0 07 Mar 2024
A Measure for Transparent Comparison of Linguistic Diversity in Multilingual NLP Data Sets Tanja Samardzic Ximena Gutierrez-Vasques Christian Bentz Steven Moran Olga Pelloni 66 6 0 06 Mar 2024
VariErr NLI: Separating Annotation Error from Human Label Variation Leon Weber-Genzel Siyao Peng M. Marneffe Barbara Plank 97 11 0 04 Mar 2024
Derivative-Free Optimization for Low-Rank Adaptation in Large Language Models Feihu Jin Yin Liu Ying Tan 68 4 0 04 Mar 2024
Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition Ariel Goldstein Gabriel Stanovsky 61 1 0 01 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 105 11 0 29 Feb 2024
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval He Zhu Wenjia Zhang Nuoxian Huang Boyang Li Luyao Niu ... Yicheng Tao Junyou Su Zhaoya Gong Chenyu Fang Xing Liu LLMAG 89 10 0 29 Feb 2024
Fine-Grained Natural Language Inference Based Faithfulness Evaluation for Diverse Summarisation Tasks Huajian Zhang Yumo Xu Laura Perez-Beltrachini HILM 85 13 0 27 Feb 2024
Predict the Next Word: Humans exhibit uncertainty in this task and language models _____ Evgenia Ilia Wilker Aziz 81 2 0 27 Feb 2024
A Comprehensive Evaluation of Quantization Strategies for Large Language Models Renren Jin Jiangcun Du Wuwei Huang Wei Liu Jian Luan Bin Wang Deyi Xiong MQ 109 37 0 26 Feb 2024
mEdIT: Multilingual Text Editing via Instruction Tuning Vipul Raheja Dimitris Alikaniotis Vivek Kulkarni Bashar Alhafni Dhruv Kumar VLM 117 8 0 26 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 110 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 131 1 0 22 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 90 4 0 21 Feb 2024
MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning Wanqing Cui Keping Bi Jiafeng Guo Xueqi Cheng SyDa ReLM RALM LRM 106 9 0 21 Feb 2024
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Ranking Large Language Models without Ground Truth Amit Dhurandhar Rahul Nair Moninder Singh Elizabeth M. Daly Karthikeyan N. Ramamurthy HILM ALM ELM 136 7 0 21 Feb 2024
Large Language Models for Data Annotation: A Survey Zhen Tan Dawei Li Song Wang Alimohammad Beigi Bohan Jiang Amrita Bhattacharjee Mansooreh Karami Wenlin Yao Lu Cheng Huan Liu SyDa 143 80 0 21 Feb 2024
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity Ivan Rep David Dukić Jan Šnajder 139 0 0 20 Feb 2024
Identifying Factual Inconsistencies in Summaries: Grounding Model Inference via Task Taxonomy Liyan Xu Zhenlin Su Mo Yu Jin Xu Jinho D. Choi Jie Zhou Fei Liu HILM 108 2 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 125 17 0 18 Feb 2024
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses Xuan Ren Biao Wu Lingqiao Liu 75 6 0 17 Feb 2024
Disclosure and Mitigation of Gender Bias in LLMs Xiangjue Dong Yibo Wang Philip S. Yu James Caverlee 77 39 0 17 Feb 2024
Conformalized Credal Set Predictors Alireza Javanmardi David Stutz Eyke Hüllermeier 107 14 0 16 Feb 2024
AbsInstruct: Eliciting Abstraction Ability from LLMs through Explanation Tuning with Plausibility Estimation Zhaowei Wang Wei Fan Qing Zong Hongming Zhang Sehyun Choi Tianqing Fang Xin Liu Yangqiu Song Ginny Wong Simon See 114 14 0 16 Feb 2024
Strong hallucinations from negation and how to fix them Nicholas Asher Swarnadeep Bhar ReLM LRM 64 5 0 16 Feb 2024
Inference to the Best Explanation in Large Language Models Dhairya Dalal Marco Valentino André Freitas Paul Buitelaar LRM ELM 109 3 0 16 Feb 2024
Prompt-Based Bias Calibration for Better Zero/Few-Shot Learning of Language Models Kang He Yinghan Long Kaushik Roy 124 2 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 50 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 53 0 0 15 Feb 2024
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SemRel2024: A Collection of Semantic Textual Relatedness Datasets for 13 Languages N. Ousidhoum Shamsuddeen Hassan Muhammad Mohamed Abdalla Idris Abdulmumin Ibrahim Said Ahmad ... Hailegnaw Getaneh Tilaye Krishnapriya Vishnubhotla Genta Indra Winata Seid Muhie Yimam Saif M. Mohammad 158 41 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 51 3 0 13 Feb 2024