Papers by Jannat Meem
PAT-Questions: A Self-Updating Benchmark for Present-Anchored Temporal Question-Answering (2024.findings-acl)
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| Challenge: | Existing work on Temporal Question Answering (TQA) has focused on questions anchored to specific timestamps or events. |
| Approach: | They introduce a benchmark to address present-anchored temporal QA (PATQA) which includes single and multi-hop temporal questions. |
| Outcome: | The proposed model can be automatically refreshed by re-running SPARQL queries on a knowledge graph. |
EcoRank: Budget-Constrained Text Re-ranking Using Large Language Models (2024.findings-acl)
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| Challenge: | Large Language Models (LLMs) have demonstrated dominant performance in text re-ranking. |
| Approach: | They propose a suite of budget-constrained methods to perform text re-ranking using LLMs. |
| Outcome: | The proposed method outperforms other budget-aware methods on four datasets. |