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106 Results

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Poster
Wed 9:00 Few-shot Relational Reasoning via Connection Subgraph Pretraining
Qian Huang · Hongyu Ren · Jure Leskovec
Poster
Wed 9:00 Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs
Ruijie Wang · Zheng Li · Dachun Sun · Shengzhong Liu · Jinning Li · Bing Yin · Tarek Abdelzaher
Poster
Thu 14:00 The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Xi Ye · Greg Durrett
Workshop
Contrastive Graph Few-Shot Learning
Chunhui Zhang · Hongfu Liu · Jundong Li · Yanfang Ye · Chuxu Zhang
Poster
Tue 9:00 Graph Few-shot Learning with Task-specific Structures
Song Wang · Chen Chen · Jundong Li
Poster
Wed 14:00 Sharing Knowledge for Meta-learning with Feature Descriptions
Tomoharu Iwata · Atsutoshi Kumagai
Poster
Thu 9:00 Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
Dongkuan (DK) Xu · Subhabrata Mukherjee · Xiaodong Liu · Debadeepta Dey · Wenhui Wang · Xiang Zhang · Ahmed Awadallah · Jianfeng Gao
Affinity Workshop
FacEDiM: A Face Embedding Distribution Model for Few-Shot Biometric Authentication of Cattle
Meshia Cédric Oveneke · Rucha Vaishampayan · Deogratias Lukamba Nsadisa · Rucha Vaishampayan
Poster
Knowledge-Aware Bayesian Deep Topic Model
Dongsheng Wang · Yi.shi Xu · Miaoge Li · Zhibin Duan · Chaojie Wang · Bo Chen · Mingyuan Zhou
Workshop
Fri 10:05 Efficient Few-Shot Learning Without Prompts
Oren Pereg · Daniel Korat · Moshe Wasserblat · Lewis Tunstall · Unso Eun Seo Jo · Luke Bates · Nils Reimers
Workshop
Efficient Few-Shot Learning Without Prompts
Oren Pereg · Daniel Korat · Moshe Wasserblat · Lewis Tunstall · Unso Eun Seo Jo · Luke Bates · Nils Reimers
Workshop
The Impact of Symbolic Representations on In-context Learning for Few-shot Reasoning
Hanlin Zhang · yifan zhang · Li Erran Li · Eric Xing