Aparna Elangovan

21 papers A* 1A 1Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Adaptive Multi-Agent Response Refinement in Conversational Systems. LaCATODA@AAAI Soyeong Jeong, Aparna Elangovan, Emine Yilmaz, Oleg Rokhlenko
2026	J	`jnl`	The Illusion of Human AI Parity Under Uncertainty: Navigating Elusive Ground Truth via a Probabilistic Paradigm. CoRR Aparna Elangovan, Lei Xu, Mahsa Elyasi, Ismail Akdulum, Mehmet Aksakal, Enes Gurun, Brian Hur, Saab Mansour, Ravid Shwartz Ziv, Karin Verspoor, Dan Roth
2025	J	`jnl`	Adaptive Multi-Agent Response Refinement in Conversational Systems. CoRR Soyeong Jeong, Aparna Elangovan, Emine Yilmaz, Oleg Rokhlenko
2025	A*	`conf`	Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. ICLR Aparna Elangovan, Lei Xu, Jongwoo Ko, Mahsa Elyasi, Ling Liu, Sravan Babu Bodapati, Dan Roth
2024	J	`jnl`	Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge. CoRR Aparna Elangovan, Jongwoo Ko, Lei Xu, Mahsa Elyasi, Ling Liu, Sravan Bodapati, Dan Roth
2024	—	`conf`	ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. ACL (1) Aparna Elangovan, Ling Liu, Lei Xu, Sravan Babu Bodapati, Dan Roth
2024	J	`jnl`	ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models. CoRR Aparna Elangovan, Ling Liu, Lei Xu, Sravan Bodapati, Dan Roth
2024	—	`conf`	Principles from Clinical Research for NLP Model Generalization. NAACL-HLT Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor
2024	—	`conf`	Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. EMNLP (Industry Track) Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan
2024	J	`jnl`	Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization. CoRR Lei Xu, Mohammed Asad Karim, Saket Dingliwal, Aparna Elangovan
2023	—	`conf`	Effects of Human Adversarial and Affable Samples on BERT Generalizability. EMNLP (Findings) Aparna Elangovan, Estrid He, Yuan Li, Karin Verspoor
2023	J	`jnl`	Effects of Human Adversarial and Affable Samples on BERT Generalizability. CoRR Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor
2023	—	`—`	Generalization Lessons from Biomedical Relation Extraction using Pretrained Transformer Models. Aparna Elangovan
2023	J	`jnl`	Principles from Clinical Research for NLP Model Generalization. CoRR Aparna Elangovan, Jiayuan He, Yuan Li, Karin Verspoor
2022	J	`jnl`	Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT. BMC Bioinform. Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor
2022	J	`jnl`	Large-scale protein-protein post-translational modification extraction with distant supervision and confidence calibrated BioBERT. CoRR Aparna Elangovan, Yuan Li, Douglas E. V. Pires, Melissa J. Davis, Karin Verspoor
2021	A	`conf`	Memorization vs. Generalization : Quantifying Data Leakage in NLP Performance Evaluation. EACL Aparna Elangovan, Jiayuan He, Karin Verspoor
2021	J	`jnl`	Memorization vs. Generalization: Quantifying Data Leakage in NLP Performance Evaluation. CoRR Aparna Elangovan, Jiayuan He, Karin Verspoor
2020	J	`jnl`	Assigning function to protein-protein interactions: a weakly supervised BioBERT based approach using PubMed abstracts. CoRR Aparna Elangovan, Melissa J. Davis, Karin Verspoor
2019	J	`jnl`	Overview of the BioCreative VI Precision Medicine Track: mining protein interactions and mutations for precision medicine. Database J. Biol. Databases Curation Rezarta Islamaj Dogan, Sun Kim, Andrew Chatr-aryamontri, Chih-Hsuan Wei, Donald C. Comeau, Rui Antunes, Sérgio Matos, Qingyu Chen, Aparna Elangovan, Nagesh C. Panyam, Karin Verspoor, Hongfang Liu, Yanshan Wang, Zhuang Liu, Berna Altinel, Zehra Melce Hüsünbeyi, Arzucan Özgür, Aris Fergadis, Chen-Kai Wang, Hong-Jie Dai, Tung Tran, Ramakanth Kavuluru, Ling Luo, Albert Steppi, Jinfeng Zhang, Jinchan Qu, Zhiyong Lu
2018	J	`jnl`	BioCreative VI Precision Medicine Track system performance is constrained by entity recognition and variations in corpus characteristics. Database J. Biol. Databases Curation Qingyu Chen, Nagesh C. Panyam, Aparna Elangovan, Karin Verspoor