Adversarial Filters of Dataset Biases

10 February 2020

Yejin Choi

Papers citing "Adversarial Filters of Dataset Biases"

50 / 170 papers shown

Title
DATA: Multi-Disentanglement based Contrastive Learning for Open-World Semi-Supervised Deepfake Attribution Ming-Hui Liu Xiao-Qian Liu Xin Luo Xin-Shun Xu 51 0 0 07 May 2025
MINERVA: Evaluating Complex Video Reasoning Arsha Nagrani Sachit Menon Ahmet Iscen Shyamal Buch Ramin Mehran ... Yukun Zhu Carl Vondrick Mikhail Sirotenko Cordelia Schmid Tobias Weyand 56 0 0 01 May 2025
Pushing the boundary on Natural Language Inference Pablo Miralles-González Javier Huertas-Tato Alejandro Martín David Camacho LRM 39 0 0 25 Apr 2025
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation Yulia Otmakhova Hung Thinh Truong Rahmad Mahendra Zenan Zhai Rongxin Zhu Daniel Beck Jey Han Lau ELM 57 0 0 24 Apr 2025
Cancer-Myth: Evaluating AI Chatbot on Patient Questions with False Presuppositions Wang Zhu Tianqi Chen Ching Ying Lin Jade Law Mazen Jizzini Jorge J. Nieva Ruishan Liu Robin Jia 28 0 0 15 Apr 2025
SVLTA: Benchmarking Vision-Language Temporal Alignment via Synthetic Video Situation Hao Du Bo Wu Yan Lu Zhendong Mao 22 0 0 08 Apr 2025
Attention Pruning: Automated Fairness Repair of Language Models via Surrogate Simulated Annealing Vishnu Asutosh Dasu Md. Rafi Ur Rashid Vipul Gupta Saeid Tizpaz-Niari Gang Tan AAML 33 0 0 20 Mar 2025
The Box is in the Pen: Evaluating Commonsense Reasoning in Neural Machine Translation Jie He Tao Wang Deyi Xiong Qun Liu ELM LRM 74 27 0 05 Mar 2025
Addressing Bias in Generative AI: Challenges and Research Opportunities in Information Management Xiahua Wei Naveen Kumar Han Zhang 61 3 0 22 Jan 2025
Unleashing the Power of Data Tsunami: A Comprehensive Survey on Data Assessment and Selection for Instruction Tuning of Language Models Yulei Qin Yuncheng Yang Pengcheng Guo Gang Li Hang Shao Yuchen Shi Zihan Xu Yun Gu Ke Li Xing Sun ALM 88 11 0 31 Dec 2024
The Evolution and Future Perspectives of Artificial Intelligence Generated Content Chengzhang Zhu Luobin Cui Ying Tang Jiacun Wang 89 1 0 02 Dec 2024
SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts Aihua Pei Zehua Yang Shunan Zhu Ruoxi Cheng Ju Jia AAML 61 2 0 01 Dec 2024
Diagnosing Medical Datasets with Training Dynamics Laura Wenderoth 26 0 0 03 Nov 2024
Improving Model Evaluation using SMART Filtering of Benchmark Datasets Vipul Gupta Candace Ross David Pantoja R. Passonneau Megan Ung Adina Williams 49 1 0 26 Oct 2024
Disentangling Hate Across Target Identities Yiping Jin Leo Wanner Aneesh Moideen Koya 13 0 0 14 Oct 2024
Gamified crowd-sourcing of high-quality data for visual fine-tuning Shashank Yadav Rohan Tomar Garvit Jain Chirag Ahooja Shubham Chaudhary Charles Elkan 28 0 0 05 Oct 2024
The Hard Positive Truth about Vision-Language Compositionality Amita Kamath Cheng-Yu Hsieh Kai-Wei Chang Ranjay Krishna CLIP CoGe VLM 25 5 0 26 Sep 2024
Misrepresented Technological Solutions in Imagined Futures: The Origins and Dangers of AI Hype in the Research Community Savannah Thais 23 2 0 08 Aug 2024
Compare without Despair: Reliable Preference Evaluation with Generation Separability Sayan Ghosh Tejas Srinivasan Swabha Swayamdipta 32 2 0 02 Jul 2024
Learning to Correct for QA Reasoning with Black-box LLMs Jaehyung Kim Dongyoung Kim Yiming Yang LRM 38 3 0 26 Jun 2024
KGPA: Robustness Evaluation for Large Language Models via Cross-Domain Knowledge Graphs Aihua Pei Zehua Yang Shunan Zhu Ruoxi Cheng Ju Jia Lina Wang 29 1 0 16 Jun 2024
Towards Trustworthy AI: A Review of Ethical and Robust Large Language Models Meftahul Ferdaus Mahdi Abdelguerfi Elias Ioup Kendall N. Niles Ken Pathak Steve Sloan 32 10 0 01 Jun 2024
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models Anthony Sarah S. N. Sridhar Maciej Szankin Sairam Sundaresan 19 5 0 28 May 2024
Designing NLP Systems That Adapt to Diverse Worldviews Claudiu Creanga Liviu P. Dinu 13 0 0 18 May 2024
A Survey on Transformers in NLP with Focus on Efficiency Wazib Ansar Saptarsi Goswami Amlan Chakrabarti MedIm 30 2 0 15 May 2024
Examining the robustness of LLM evaluation to the distributional assumptions of benchmarks Melissa Ailem Katerina Marazopoulou Charlotte Siska James Bono 51 13 0 25 Apr 2024
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs Jaehyung Kim Jaehyun Nam Sangwoo Mo Jongjin Park Sang-Woo Lee Minjoon Seo Jung-Woo Ha Jinwoo Shin AIFin RALM ELM 40 34 0 17 Apr 2024
Don't Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations Abhishek Anand Negar Mokhberian Prathyusha Naresh Kumar Anweasha Saha Zihao He Ashwin Rao Fred Morstatter Kristina Lerman 21 6 0 06 Mar 2024
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries Jing Han Sun Ali Emami 19 3 0 20 Feb 2024
Revisiting the Dataset Bias Problem from a Statistical Perspective Kien Do D. Nguyen Hung Le T. Le Dang Nguyen Haripriya Harikumar T. Tran Santu Rana Svetha Venkatesh 17 0 0 05 Feb 2024
Influence Scores at Scale for Efficient Language Data Sampling Nikhil Anand Joshua Tan Maria Minakova TDI 19 3 0 27 Nov 2023
Data Similarity is Not Enough to Explain Language Model Performance Gregory Yauney Emily Reif David M. Mimno 40 6 0 15 Nov 2023
Explore Spurious Correlations at the Concept Level in Language Models for Text Classification Yuhang Zhou Paiheng Xu Xiaoyu Liu Bang An Wei Ai Furong Huang LRM 71 20 0 15 Nov 2023
Measuring Adversarial Datasets Yuanchen Bai Raoyi Huang Vijay Viswanathan Tzu-Sheng Kuo Tongshuang Wu 28 1 0 06 Nov 2023
People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection Indira Sen Dennis Assenmacher Mattia Samory Isabelle Augenstein Wil M.P. van der Aalst Claudia Wagner 6 19 0 02 Nov 2023
Harnessing Dataset Cartography for Improved Compositional Generalization in Transformers Osman Batur .Ince Tanin Zeraati Semih Yagcioglu Yadollah Yaghoobzadeh Erkut Erdem Aykut Erdem 19 0 0 18 Oct 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering Haochen Shi Weiqi Wang Tianqing Fang Baixuan Xu Wenxuan Ding Xin Liu Yangqiu Song 47 7 0 17 Oct 2023
An Investigation of LLMs' Inefficacy in Understanding Converse Relations Chengwen Qi Bowen Li Binyuan Hui Bailin Wang Jinyang Li Jinwang Wu Yuanjun Laili 19 10 0 08 Oct 2023
Mitigating Shortcuts in Language Models with Soft Label Encoding Zirui He Huiqi Deng Haiyan Zhao Ninghao Liu Mengnan Du 16 2 0 17 Sep 2023
GLS-CSC: A Simple but Effective Strategy to Mitigate Chinese STM Models' Over-Reliance on Superficial Clue Yanrui Du Sendong Zhao Yuhan Chen Rai Bai Jing Liu Huaqin Wu Haifeng Wang Bing Qin 17 2 0 08 Sep 2023
Towards Addressing the Misalignment of Object Proposal Evaluation for Vision-Language Tasks via Semantic Grounding Joshua Forster Feinglass Yezhou Yang 11 2 0 01 Sep 2023
Targeted Data Augmentation for bias mitigation Agnieszka Mikołajczyk-Bareła M. Ferlin M. Grochowski 8 0 0 22 Aug 2023
A survey on bias in machine learning research Agnieszka Mikołajczyk-Bareła M. Grochowski AI4CE FaML 17 5 0 22 Aug 2023
Exploring Format Consistency for Instruction Tuning Shi Liang Runchu Tian Kunlun Zhu Yujia Qin Huadong Wang Xin Cong Zhiyuan Liu Xiaojiang Liu Maosong Sun ALM 16 11 0 28 Jul 2023
A Survey on Out-of-Distribution Evaluation of Neural NLP Models Xinzhe Li Ming Liu Shang Gao Wray L. Buntine 9 20 0 27 Jun 2023
SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality Cheng-Yu Hsieh Jieyu Zhang Zixian Ma Aniruddha Kembhavi Ranjay Krishna CoGe 24 114 0 26 Jun 2023
Learning by Analogy: Diverse Questions Generation in Math Word Problem Zihao Zhou Maizhen Ning Qiufeng Wang Jie Yao Wei Wang Xiaowei Huang Kaizhu Huang AIMat 17 20 0 15 Jun 2023
Fighting Bias with Bias: Promoting Model Robustness by Amplifying Dataset Biases Yuval Reif Roy Schwartz 15 7 0 30 May 2023
On Degrees of Freedom in Defining and Testing Natural Language Understanding Saku Sugawara S. Tsugita ELM 21 1 0 24 May 2023
Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning Tianqing Fang Zhaowei Wang Wenxuan Zhou Hongming Zhang Yangqiu Song Muhao Chen 10 13 0 24 May 2023