SLP-P18.6

SENSI-BERT: TOWARDS SENSITIVITY DRIVEN FINE-TUNING FOR PARAMETER-EFFICIENT LANGUAGE MODEL

Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan, Intel Labs, United States of America

Session:
SLP-P18: machine learning methods for language Poster

Track:
Speech and Language Processing

Location:
Poster Zone 2C
Poster Board PZ-2C.6

Presentation Time:
Thu, 18 Apr, 08:20 - 10:20 (UTC +9)

Session Co-Chairs:
Yun Tang, Samsung USA and Yi Su, Apple Inc
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Presentation
Discussion
Resources
Session SLP-P18
SLP-P18.1: LEVERAGE CAUSAL GRAPHS AND RUMOR-REFUTING TEXTS FOR INTERPRETABLE RUMOR ANALYSIS
Jiawen Huang, Donglin Cao, Dazhen Lin, Xiamen University, China
SLP-P18.2: GRAPH-AWARE MULTI-VIEW FUSION FOR RUMOR DETECTION ON SOCIAL MEDIA
Yang Wu, Jing Yang, Liming Wang, Zhen Xu, Institute of Information Engineering, Chinese Academy of Sciences, China
SLP-P18.3: TAMING PROMPT-BASED DATA AUGMENTATION FOR LONG-TAILED EXTREME MULTI-LABEL TEXT CLASSIFICATION
Pengyu Xu, Mingyang Song, Ziyi Li, Sijin Lu, Liping Jing, Jian Yu, Beijing Jiaotong University, China
SLP-P18.4: ZERO RESOURCE CODE-SWITCHED SPEECH BENCHMARK USING SPEECH UTTERANCE PAIRS FOR MULTIPLE SPOKEN LANGUAGES
Kuan-Po Huang, Chih-Kai Yang, Yu-Kuan Fu, National Taiwan University, Taiwan; Ewan Dunbar, University of Toronto, Canada; Hung-yi Lee, National Taiwan University, Taiwan
SLP-P18.5: ADAPTIVE PROMPT CONSTRUCTION METHOD FOR RELATION EXTRACTION
Zhenbin Chen, Zhixin Li, Ying Huang, Zhenjun Tang, Guangxi Normal University, China
SLP-P18.6: SENSI-BERT: TOWARDS SENSITIVITY DRIVEN FINE-TUNING FOR PARAMETER-EFFICIENT LANGUAGE MODEL
Souvik Kundu, Sharath Nittur Sridhar, Maciej Szankin, Sairam Sundaresan, Intel Labs, United States of America
SLP-P18.7: Co-occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes
Soha Sadat Mahdi, Eirini Papagiannopoulou, Nikos Deligiannis, Hichem Sahli, Vrije Universiteit Brussel, Belgium
SLP-P18.8: Automatic Recognition of Gesture Identity and Onset of Cued-Speech
Annahita Sarré, Hagar Salpeter, Deliane Bechar, Laurent Cohen, Institut du Cerveau, France; Yair Lakretz, Institut du Cerveau, École normale supérieure, France
SLP-P18.9: Shapley Value Guided Extractive Text Summarization
Xiaoxia Cheng, Weiming Lu, Zhejiang University, China
SLP-P18.10: RSED: Zero-shot Relation Triplet Extraction via Relation Selection and Entity Boundary Detection
Yuquan Lan, Dongxu Li, Yunqi Zhang, Hui Zhao, East China Normal University, China; Gang Zhao, China Resources Pharma Comm, China
SLP-P18.11: COMPARABLE DEMONSTRATIONS ARE IMPORTANT IN IN-CONTEXT LEARNING: A NOVEL PERSPECTIVE ON DEMONSTRATION SELECTION
Caoyun Fan, Jidong Tian, Yitian Li, Hao He, Yaohui Jin, MoE Key Lab of Artificial Intelligence, AI Institute, Shanghai Jiao Tong University, China
Contacts