A Rationale-Centric Framework for Human-in-the-loop Machine Learning

24 March 2022

Yue Zhang

Papers citing "A Rationale-Centric Framework for Human-in-the-loop Machine Learning"

29 / 29 papers shown

Title
Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences Liu Yu Ludie Guo Ping Kuang Fan Zhou 39 0 0 12 Jan 2025
Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models Byung-Kwan Lee Chae Won Kim Beomchan Park Yonghyun Ro MLLM LRM 33 17 0 24 May 2024
A Survey on Human-AI Teaming with Large Pre-Trained Models Vanshika Vats Marzia Binta Nizam Minghao Liu Ziyuan Wang Richard Ho ... Celeste Shen Rachel Shen Nafisa Hussain Kesav Ravichandran James Davis LM&MA 42 8 0 07 Mar 2024
Even-Ifs From If-Onlys: Are the Best Semi-Factual Explanations Found Using Counterfactuals As Guides? Saugat Aryal Mark T. Keane 32 4 0 01 Mar 2024
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries Jing Han Sun Ali Emami 32 3 0 20 Feb 2024
PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition Jinghui Lu Ziwei Yang Yanjie Wang Xuejing Liu Brian Mac Namee Can Huang MoE 45 4 0 07 Feb 2024
Learning from Semi-Factuals: A Debiased and Semantic-Aware Framework for Generalized Relation Discovery Jiaxin Wang Lingling Zhang Jun Liu Tianlin Guo Wenjun Wu 31 1 0 12 Jan 2024
Supervised Knowledge Makes Large Language Models Better In-context Learners Linyi Yang Shuibai Zhang Zhuohao Yu Guangsheng Bao Yidong Wang ... Ruochen Xu Weirong Ye Xing Xie Weizhu Chen Yue Zhang 18 14 0 26 Dec 2023
The Utility of "Even if..." Semifactual Explanation to Optimise Positive Outcomes Eoin M. Kenny Weipeng Huang 27 9 0 29 Oct 2023
CR-COPEC: Causal Rationale of Corporate Performance Changes to Learn from Financial Reports Ye Eun Chun Sunjae Kwon Kyung-Woo Sohn Nakwon Sung Junyoup Lee Byungki Seo Kevin Compher Seung-won Hwang Jaesik Choi 34 1 0 24 Oct 2023
PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization Yidong Wang Zhuohao Yu Zhengran Zeng Linyi Yang Cunxiang Wang ... Jindong Wang Xingxu Xie Wei Ye Shi-Bo Zhang Yue Zhang ALM ELM 51 224 0 08 Jun 2023
RFiD: Towards Rational Fusion-in-Decoder for Open-Domain Question Answering Cunxiang Wang Hao Yu Yue Zhang 19 9 0 26 May 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Y. Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 32 2 0 23 May 2023
Learning to Generalize for Cross-domain QA Yingjie Niu Linyi Yang Ruihai Dong Yue Zhang 16 6 0 14 May 2023
Even if Explanations: Prior Work, Desiderata & Benchmarks for Semi-Factual XAI Saugat Aryal Markt. Keane 26 21 0 27 Jan 2023
PUnifiedNER: A Prompting-based Unified NER System for Diverse Datasets Jinghui Lu Rui Zhao Brian Mac Namee Fei Tan 24 18 0 27 Nov 2022
GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective Linyi Yang Shuibai Zhang Libo Qin Yafu Li Yidong Wang Hanmeng Liu Jindong Wang Xingxu Xie Yue Zhang ELM 39 79 0 15 Nov 2022
XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models Dong-Ho Lee Akshen Kadakia Brihi Joshi Aaron Chan Ziyi Liu ... Takashi Shibuya Ryosuke Mitani Toshiyuki Sekiya Jay Pujara Xiang Ren LRM 40 9 0 30 Oct 2022
What Makes Pre-trained Language Models Better Zero-shot Learners? Jinghui Lu Dongsheng Zhu Weidong Han Rui Zhao Brian Mac Namee Fei Tan 34 21 0 30 Sep 2022
Human-in-the-loop Robotic Grasping using BERT Scene Representation Yaoxian Song Penglei Sun Pengfei Fang Linyi Yang Yanghua Xiao Yue Zhang 65 5 0 28 Sep 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 21 15 0 24 Aug 2022
Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction Yidong Wang Hao Wu Ao Liu Wenxin Hou Zhen Wu Jindong Wang T. Shinozaki Manabu Okumura Yue Zhang 30 3 0 17 Aug 2022
ER-Test: Evaluating Explanation Regularization Methods for Language Models Brihi Joshi Aaron Chan Ziyi Liu Shaoliang Nie Maziar Sanjabi Hamed Firooz Xiang Ren AAML 30 6 0 25 May 2022
Towards Teachable Reasoning Systems: Using a Dynamic Memory of User Feedback for Continual System Improvement Bhavana Dalvi Oyvind Tafjord Peter Clark LRM KELM ReLM 30 37 0 27 Apr 2022
Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models Tianlu Wang Rohit Sridhar Diyi Yang Xuezhi Wang AAML 120 72 0 14 Oct 2021
Underreporting of errors in NLG output, and what to do about it Emiel van Miltenburg Miruna Clinciu Ondrej Dusek Dimitra Gkatzia Stephanie Inglis ... Saad Mahamood Emma Manning S. Schoch Craig Thomson Luou Wen 25 38 0 02 Aug 2021
Fact Check: Analyzing Financial Events from Multilingual News Sources Linyi Yang T. L. J. Ng Barry Smyth Ruihai Dong AIFin 24 1 0 29 Jun 2021
Type B Reflexivization as an Unambiguous Testbed for Multilingual Multi-Task Gender Bias Ana Valeria González Maria Barrett Rasmus Hvingelby Kellie Webster Anders Søgaard 19 26 0 24 Sep 2020
Machine learning and AI-based approaches for bioactive ligand discovery and GPCR-ligand recognition S. Raschka Benjamin Kaufman AI4CE 16 67 0 17 Jan 2020