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AvengER: Ensembling and Fine-Tuning LLMs for Select Prompts in Entity Resolution
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AvengER EnsemblingandFine-TuningLLMsforSELECTPrompts in EntityResolution00:00
AvengER EnsemblingandFine-TuningLLMsforSELECTPrompts in EntityResolution00:24
AvengER EnsemblingandFine-TuningLLMsforSELECTPrompts in EntityResolution00:29
Problem00:30
Example01:14
Limitations01:50
Contribution02:36
Literature Review03:23
Blocking03:27
Matching04:05
Matching04:34
AvengER04:54
AvengER04:57
AvengER05:17
Candidate Generation05:18
Post-BlockingRefinement05:45
AvengER06:54
Prompt Construction06:56
Prompt Construction07:23
Prompt Construction07:46
Voting08:04
Voting08:46
Evaluation09:33
Evaluation Setup09:35
Evaluation Setup09:56
Candidate Generation10:21
Prompt Construction11:22
Voting Techniques12:18
Fine-Tuning14:26
Baselines and State-of-the-art15:20
Conclusions & Future Work15:50
Conclusions15:52
Any questions?17:01