A large annotated corpus for learning natural language inference

21 August 2015

Samuel R. Bowman

Gabor Angeli

Christopher Potts

Christopher D. Manning

ArXiv (abs)PDF HTML

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

50 / 2,353 papers shown

Title
When is dataset cartography ineffective? Using training dynamics does not improve robustness against Adversarial SQuAD Paul K. Mandal AAML 88 0 0 24 Mar 2025
Don't Fight Hallucinations, Use Them: Estimating Image Realism using NLI over Atomic Facts Elisei Rykov Kseniia Petrushina Kseniia Titova Alexander Panchenko Vasily Konovalov 72 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 84 1 0 19 Mar 2025
Neutralizing Bias in LLM Reasoning using Entailment Graphs Liang Cheng Tianyi Li Zhaowei Wang Tianyang Liu Mark Steedman 78 1 0 14 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 110 0 0 12 Mar 2025
Introducing Verification Task of Set Consistency with Set-Consistency Energy Networks Mooho Song Hyeryung Son Jay-Yoon Lee 136 0 0 12 Mar 2025
ESNLIR: A Spanish Multi-Genre Dataset with Causal Relationships Johan R. Portela Nicolás Perez Rubén Manrique 80 0 0 11 Mar 2025
A Graph-based Verification Framework for Fact-Checking Yani Huang Richong Zhang Zhijie Nie Jiasi Chen Xuefeng Zhang 73 0 0 10 Mar 2025
Dr Genre: Reinforcement Learning from Decoupled LLM Feedback for Generic Text Rewriting Yufei Li John Nham Ganesh Jawahar Lei Shu David C. Uthus Yun-hsuan Sung Chengrun Yang Itai Rolnick Yi Qiao Cong Liu OffRL 113 0 0 09 Mar 2025
Biases in Large Language Model-Elicited Text: A Case Study in Natural Language Inference Grace Proebsting Adam Poliak 111 0 0 06 Mar 2025
Uncovering Gaps in How Humans and LLMs Interpret Subjective Language Erik Jones Arjun Patrawala Jacob Steinhardt 82 1 0 06 Mar 2025
Guiding LLMs to Generate High-Fidelity and High-Quality Counterfactual Explanations for Text Classification Van Bach Nguyen C. Seifert Jorg Schlotterer BDL 134 0 0 06 Mar 2025
On the Convergence of Adam-Type Algorithm for Bilevel Optimization under Unbounded Smoothness Xiaochuan Gong Jie Hao Mingrui Liu 137 0 0 05 Mar 2025
An Efficient Plugin Method for Metric Optimization of Black-Box Models Siddartha Devic Nurendra Choudhary Anirudh Srinivasan Sahika Genc Branislav Kveton Gaurush Hiranandani 95 0 0 03 Mar 2025
Your Model is Overconfident, and Other Lies We Tell Ourselves Timothee Mickus Aman Sinha Raúl Vázquez 87 0 0 03 Mar 2025
BERT-based model for Vietnamese Fact Verification Dataset Bao Tran T. N. Khanh Khang Nguyen Tuong Thien Dang Quang Nguyen Nguyen T. Thinh Vo T. Hung 112 0 0 01 Mar 2025
Few-Shot Multilingual Open-Domain QA from 5 Examples Fan Jiang Tom Drummond Trevor Cohn 105 0 0 27 Feb 2025
NeoBERT: A Next-Generation BERT Lola Le Breton Quentin Fournier Mariam El Mezouar John X. Morris Sarath Chandar AI4TS 156 1 0 26 Feb 2025
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 172 12 0 24 Feb 2025
Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning Raghav Singhal Kaustubh Ponkshe Rohit Vartak Lav R. Varshney Praneeth Vepakomma FedML 140 4 0 24 Feb 2025
Entailment-Preserving First-order Logic Representations in Natural Language Entailment Jinu Lee Qi Liu Runzhi Ma Vincent Han Ziqi Wang Heng Ji Julia Hockenmaier 116 1 0 24 Feb 2025
Reasoning Bias of Next Token Prediction Training Pengxiao Lin Zhongwang Zhang Zhi-Qin John Xu LRM 209 2 0 21 Feb 2025
SR-LLM: Rethinking the Structured Representation in Large Language Model Jiahuan Zhang Tianheng Wang Hanqing Wu Ziyi Huang Yulong Wu Dongbai Chen Linfeng Song Yue Zhang Guozheng Rao Kaicheng Yu 98 1 0 21 Feb 2025
D.Va: Validate Your Demonstration First Before You Use It Qi Zhang Zhiqing Xiao Ruixuan Xiao Lirong Gao Junbo Zhao 232 0 0 20 Feb 2025
The Canary's Echo: Auditing Privacy Risks of LLM-Generated Synthetic Text Matthieu Meeus Lukas Wutschitz Santiago Zanella Béguelin Shruti Tople Reza Shokri 216 1 0 19 Feb 2025
Towards Adaptive Memory-Based Optimization for Enhanced Retrieval-Augmented Generation Qitao Qin Yucong Luo Yihang Lu Zhibo Chu Xianwei Meng 58 0 0 19 Feb 2025
DivIL: Unveiling and Addressing Over-Invariance for Out-of- Distribution Generalization Jiaqi Wang Yuhang Zhou Zhixiong Zhang Qiguang Chen Yongqiang Chen James Cheng OODD 185 1 0 18 Feb 2025
Suboptimal Shapley Value Explanations Xiaolei Lu FAtt 97 0 0 17 Feb 2025
Efficient Zero-Order Federated Finetuning of Language Models for Resource-Constrained Devices Mohamed Aboelenien Ahmed Kilian Pfeiffer R. Khalili Heba Khdr J. Henkel FedML 168 0 0 17 Feb 2025
Evaluating Step-by-step Reasoning Traces: A Survey Jinu Lee Julia Hockenmaier LRM ELM 183 2 0 17 Feb 2025
QuZO: Quantized Zeroth-Order Fine-Tuning for Large Language Models Jiajun Zhou Yifan Yang Kai Zhen Ziyue Liu Yequan Zhao Ershad Banijamali Athanasios Mouchtaris Ngai Wong Zheng Zhang MQ 76 0 0 17 Feb 2025
ALGEN: Few-shot Inversion Attacks on Textual Embeddings using Alignment and Generation Yiyi Chen Qiongkai Xu Johannes Bjerva 151 1 0 16 Feb 2025
MorphNLI: A Stepwise Approach to Natural Language Inference Using Text Morphing Vlad-Andrei Negru Robert Vacareanu Camelia Lemnaru Mihai Surdeanu Rodica Potolea 183 2 0 13 Feb 2025
Neuro-Symbolic Contrastive Learning for Cross-domain Inference Mingyue Liu Ryo Ueda Zhen Wan Katsumi Inoue Chris G. Willcocks NAI 188 0 0 13 Feb 2025
Self-Rationalization in the Wild: A Large Scale Out-of-Distribution Evaluation on NLI-related tasks Jing Yang Max Glockner Anderson de Rezende Rocha Iryna Gurevych LRM 171 1 0 07 Feb 2025
Can Cross Encoders Produce Useful Sentence Embeddings? Haritha Ananthakrishnan Julian T Dolby Harsha Kokel Horst Samulowitz Kavitha Srinivas 99 1 0 05 Feb 2025
Beyond correlation: The Impact of Human Uncertainty in Measuring the Effectiveness of Automatic Evaluation and LLM-as-a-Judge Aparna Elangovan Jongwoo Ko Lei Xu Mahsa Elyasi Ling Liu S. Bodapati Dan Roth 131 6 0 28 Jan 2025
A Study of the Plausibility of Attention between RNN Encoders in Natural Language Inference Duc Hau Nguyen Duc Hau Nguyen Pascale Sébillot 132 5 0 23 Jan 2025
Reference-free Evaluation Metrics for Text Generation: A Survey Takumi Ito Kees van Deemter Jun Suzuki ELM 129 2 0 21 Jan 2025
Assessing Language Comprehension in Large Language Models Using Construction Grammar Wesley Scivetti Melissa Torgbi Austin Blodgett Mollie Shichman Taylor Hudson C. Bonial Harish Tayyar Madabushi ELM 112 3 0 08 Jan 2025
Localize-and-Stitch: Efficient Model Merging via Sparse Task Arithmetic Yifei He Yuzheng Hu Yong Lin Tong Zhang Han Zhao FedML MoMe 133 25 0 08 Jan 2025
From Superficial Patterns to Semantic Understanding: Fine-Tuning Language Models on Contrast Sets Daniel Petrov 61 0 0 05 Jan 2025
A review of faithfulness metrics for hallucination assessment in Large Language Models Ben Malin Tatiana Kalganova Nikoloas Boulgouris HILM 140 2 0 03 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 646 1 0 01 Jan 2025
A Nearly Optimal Single Loop Algorithm for Stochastic Bilevel Optimization under Unbounded Smoothness Xiaochuan Gong Jie Hao Mingrui Liu 153 5 0 31 Dec 2024
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Yue Zhang Liqiang Jing Vibhav Gogate 219 5 0 19 Dec 2024
A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI Beiduo Chen Siyao Peng Anna Korhonen Barbara Plank 151 2 0 18 Dec 2024
Comateformer: Combined Attention Transformer for Semantic Sentence Matching Bo Li Di Liang Zixin Zhang 117 2 0 10 Dec 2024
Improving the Natural Language Inference robustness to hard dataset by data augmentation and preprocessing Zijiang Yang 129 1 0 10 Dec 2024
JAPAGEN: Efficient Few/Zero-shot Learning via Japanese Training Dataset Generation with LLM Takuro Fujii Satoru Katsumata 84 0 0 09 Dec 2024