V Venktesh
4 papers in the PaperMetrix corpus
Papers by this author
-
Understanding the User: An Intent-Based Ranking Dataset
2024 · arXiv (Cornell University)
As information retrieval systems continue to evolve, accurate evaluation and benchmarking of these systems become pivotal. Web search datasets, such as MS MARCO, primarily provide short keyword queries without accompanying intent or descriptions, posing a …
-
EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning
2024
Kiran Purohit, Venktesh V, Raghuram Devalla, Krishna Mohan Yerragorla, Sourangshu Bhattacharya, Avishek Anand. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. 2024.
-
FactIR: A Real-World Zero-shot Open-Domain Retrieval Benchmark for Fact-Checking
2025
The field of automated fact-checking increasingly depends on retrieving web-based evidence to determine the veracity of claims in real-world scenarios. A significant challenge in this process is not only retrieving relevant information, but also identifying …
-
Evaluating List Construction and Temporal Understanding capabilities of Large Language Models
2025 · arXiv (Cornell University)
Large Language Models (LLMs) have demonstrated immense advances in a wide range of natural language tasks. However, these models are susceptible to hallucinations and errors on particularly temporal understanding tasks involving multiple entities in answers. …