"text classification" Papers
11 papers found
Conference
Breaking Free from MMI: A New Frontier in Rationalization by Probing Input Utilization
Wei Liu, Zhiying Deng, Zhongyu Niu et al.
ICLR 2025arXiv:2503.06202
9
citations
Concept Bottleneck Large Language Models
Chung-En Sun, Tuomas Oikarinen, Berk Ustun et al.
ICLR 2025arXiv:2412.07992
26
citations
Confidence Elicitation: A New Attack Vector for Large Language Models
Brian Formento, Chuan Sheng Foo, See-Kiong Ng
ICLR 2025arXiv:2502.04643
2
citations
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis
Lin Yuan, Jun Xu, Honghao Gui et al.
AAAI 2025paperarXiv:2502.03843
3
citations
Incremental Sequence Classification with Temporal Consistency
Lucas Maystre, Gabriel Barello, Tudor Berariu et al.
NEURIPS 2025oralarXiv:2505.16548
NOMATTERXAI: Generating “No Matter What” Alterfactual Examples for Explaining Black-Box Text Classification Models
Tuc Van Nguyen, James Michels, Hua Shen et al.
AAAI 2025paperarXiv:2408.10528
1
citations
Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification
Hsun-Yu Kuo, Yin-Hsiang Liao, Yu-Chieh Chao et al.
ICLR 2025arXiv:2410.21526
6
citations
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks
Bo Li, Wei Ye, Quansen Wang et al.
AAAI 2024paperarXiv:2312.08726
4
citations
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor
Han Liu, Siyang Zhao, Xiaotong Zhang et al.
AAAI 2024paperarXiv:2405.03565
7
citations
Switchable Decision: Dynamic Neural Generation Networks
Shujian Zhang, Korawat Tanwisuth, Chengyue Gong et al.
ICML 2024arXiv:2405.04513
TDeLTA: A Light-Weight and Robust Table Detection Method Based on Learning Text Arrangement
Yang Fan, Xiangping Wu, Qingcai Chen et al.
AAAI 2024paperarXiv:2312.11043