Saloni Potdar

49 papers A* 6B 1Journal 26Unranked 15
YearRankTypeTitle / Venue / Authors
2026 — conf
Over-Searching in Retrieval-Augmented Large Language Models.
EACL (Volume 1: Long Papers)
Roy Xie, Deepak Gopinath, David Qiu, Dong Lin, Haitian Sun, Saloni Potdar, Bhuwan Dhingra
2026 J jnl
Over-Searching in Search-Augmented Large Language Models.
CoRR
Roy Xie, Deepak Gopinath, David Qiu, Dong Lin, Haitian Sun, Saloni Potdar, Bhuwan Dhingra
2025 J jnl
AgREE: Agentic Reasoning for Knowledge Graph Completion on Emerging Entities.
CoRR
Ruochen Zhao, Simone Conia, Eric Peng, Min Li, Saloni Potdar
2025 J jnl
Comprehensive Evaluation for a Large Scale Knowledge Graph Question Answering Service.
CoRR
Saloni Potdar, Daniel Lee, Omar Attia, Varun Embar, De Meng, Ramesh Balaji, Chloe Seivwright, Eric Choi, Mina H. Farid, Yiwen Sun, Yunyao Li
2025 J jnl
DEEPAMBIGQA: Ambiguous Multi-hop Questions for Benchmarking LLM Answer Completeness.
CoRR
Jiabao Ji, Min Li, Priyanshu Kumar, Shiyu Chang, Saloni Potdar
2025 — conf
Do Large Language Models have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs.
ACL (1)
Yanzhu Guo, Simone Conia, Zelin Zhou, Min Li, Saloni Potdar, Henry Xiao
2025 J jnl
Interleaved Reasoning for Large Language Models via Reinforcement Learning.
CoRR
Roy Xie, David Qiu, Deepak Gopinath, Dong Lin, Yanchao Sun, Chong Wang, Saloni Potdar, Bhuwan Dhingra
2025 B conf
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs.
COLING
Zelin Zhou, Simone Conia, Daniel Lee, Min Li, Shenglei Huang, Umar Farooq Minhas, Saloni Potdar, Henry Xiao, Yunyao Li
2025 J jnl
KG-TRICK: Unifying Textual and Relational Information Completion of Knowledge for Multilingual Knowledge Graphs.
CoRR
Zelin Zhou, Simone Conia, Daniel Lee, Min Li, Shenglei Huang, Umar Farooq Minhas, Saloni Potdar, Henry Xiao, Yunyao Li
2025 — conf
Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning.
EMNLP (Industry Track)
Yajie Li, Albert Galimov, Mitra Datta Ganapaneni, Pujitha Thejaswi, De Meng, Priyanshu Kumar, Saloni Potdar
2025 J jnl
Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning.
CoRR
Yajie Li, Albert Galimov, Mitra Datta Ganapaneni, Pujitha Thejaswi, De Meng, Priyanshu Kumar, Saloni Potdar
2025 — ed.
Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025 - Industry Track, Suzhou, China, November 4-9, 2025
EMNLP (Industry Track)
Saloni Potdar, Lina Maria Rojas-Barahona, Sébastien Montella
2025 — conf
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages.
ACL (Findings)
Hellina Hailu Nigatu, Min Li, Maartje ter Hoeve, Saloni Potdar, Sarah E. Chasins
2025 J jnl
mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages.
CoRR
Hellina Hailu Nigatu, Min Li, Maartje ter Hoeve, Saloni Potdar, Sarah E. Chasins
2024 A* conf
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings.
EMNLP
Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar
2024 J jnl
AGRaME: Any-Granularity Ranking with Multi-Vector Embeddings.
CoRR
Revanth Gangi Reddy, Omar Attia, Yunyao Li, Heng Ji, Saloni Potdar
2024 — conf
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA Datasets with Large Language Models.
EMNLP (Industry Track)
Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeffrey Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li
2024 J jnl
ConvKGYarn: Spinning Configurable and Scalable Conversational Knowledge Graph QA datasets with Large Language Models.
CoRR
Ronak Pradeep, Daniel Lee, Ali Mousavi, Jeff Pound, Yisi Sang, Jimmy Lin, Ihab F. Ilyas, Saloni Potdar, Mostafa Arefiyan, Yunyao Li
2024 J jnl
Do Large Language Models Have an English Accent? Evaluating and Improving the Naturalness of Multilingual LLMs.
CoRR
Yanzhu Guo, Simone Conia, Zelin Zhou, Min Li, Saloni Potdar, Henry Xiao
2024 — conf
Entity Disambiguation via Fusion Entity Decoding.
NAACL-HLT
Junxiong Wang, Ali Mousavi, Omar Attia, Ronak Pradeep, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li
2024 J jnl
Entity Disambiguation via Fusion Entity Decoding.
CoRR
Junxiong Wang, Ali Mousavi, Omar Attia, Saloni Potdar, Alexander M. Rush, Umar Farooq Minhas, Yunyao Li
2024 A* conf
The Third Workshop on Applied Machine Learning Management.
KDD
Dmitri Goldenberg, Shir Meir Lador, Elena Sokolova, Lin Lee Cheong, Mohak Sukhwani, Saloni Potdar
2024 A* conf
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs.
EMNLP
Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Saloni Potdar, Yunyao Li
2024 J jnl
Towards Cross-Cultural Machine Translation with Retrieval-Augmented Generation from Multilingual Knowledge Graphs.
CoRR
Simone Conia, Daniel Lee, Min Li, Umar Farooq Minhas, Saloni Potdar, Yunyao Li
2023 J jnl
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants.
CoRR
Cheng Qian, Haode Qi, Gengyu Wang, Ladislav Kunc, Saloni Potdar
2023 A* conf
The Second Workshop on Applied Machine Learning Management.
KDD
Dmitri Goldenberg, Chana Ross, Shir Meir Lador, Lin Lee Cheong, Panpan Xu, Elena Sokolova, Amit Mandelbaum, Irina Vasilinetc, Ankit Jain, Amit Weil Modlinger, Saloni Potdar
2022 — conf
Distinguish Sense from Nonsense: Out-of-Scope Detection for Virtual Assistants.
EMNLP (Industry Track)
Cheng Qian, Haode Qi, Gengyu Wang, Ladislav Kunc, Saloni Potdar
2022 — conf
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems.
NAACL-HLT (Industry Papers)
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi
2022 J jnl
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems.
CoRR
Hui Wan, Siva Sankalp Patel, J. William Murdock, Saloni Potdar, Sachindra Joshi
2022 A* conf
Improved Text Classification via Contrastive Adversarial Training.
AAAI
Lin Pan, Chung-Wei Hang, Avirup Sil, Saloni Potdar
2021 — conf
Benchmarking Commercial Intent Detection Services with Practice-Driven Evaluations.
NAACL-HLT (Industry Papers)
Haode Qi, Lin Pan, Atin Sood, Abhishek Shah, Ladislav Kunc, Mo Yu, Saloni Potdar
2021 J jnl
Improved Text Classification via Contrastive Adversarial Training.
CoRR
Lin Pan, Chung-Wei Hang, Avirup Sil, Saloni Potdar, Mo Yu
2021 — conf
Multilingual BERT Post-Pretraining Alignment.
NAACL-HLT
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Saloni Potdar, Mo Yu
2021 J jnl
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study.
CoRR
Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su
2021 J jnl
Narrative Question Answering with Cutting-Edge Open-Domain QA Techniques: A Comprehensive Study.
Trans. Assoc. Comput. Linguistics
Xiangyang Mou, Chenghao Yang, Mo Yu, Bingsheng Yao, Xiaoxiao Guo, Saloni Potdar, Hui Su
2020 J jnl
Benchmarking Intent Detection for Task-Oriented Dialog Systems.
CoRR
Haode Qi, Lin Pan, Atin Sood, Abhishek Shah, Ladislav Kunc, Saloni Potdar
2020 — conf
Frustratingly Hard Evidence Retrieval for QA Over Books.
NUSE@ACL
Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su
2020 J jnl
Frustratingly Hard Evidence Retrieval for QA Over Books.
CoRR
Xiangyang Mou, Mo Yu, Bingsheng Yao, Chenghao Yang, Xiaoxiao Guo, Saloni Potdar, Hui Su
2020 J jnl
Multilingual BERT Post-Pretraining Alignment.
CoRR
Lin Pan, Chung-Wei Hang, Haode Qi, Abhishek Shah, Mo Yu, Saloni Potdar
2019 — conf
Context-Aware Conversation Thread Detection in Multi-Party Chat.
EMNLP/IJCNLP (1)
Ming Tan, Dakuo Wang, Yupeng Gao, Haoyu Wang, Saloni Potdar, Xiaoxiao Guo, Shiyu Chang, Mo Yu
2019 — conf
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.
ACL (1)
Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar
2019 J jnl
Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers.
CoRR
Haoyu Wang, Ming Tan, Mo Yu, Shiyu Chang, Dakuo Wang, Kun Xu, Xiaoxiao Guo, Saloni Potdar
2019 — conf
Out-of-Domain Detection for Low-Resource Text Classification Tasks.
EMNLP/IJCNLP (1)
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu
2019 J jnl
Out-of-Domain Detection for Low-Resource Text Classification Tasks.
CoRR
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu
2018 — conf
Diverse Few-Shot Text Classification with Multiple Metrics.
NAACL-HLT
Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang, Bowen Zhou
2018 J jnl
Diverse Few-Shot Text Classification with Multiple Metrics.
CoRR
Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Yu Cheng, Gerald Tesauro, Haoyu Wang, Bowen Zhou
2017 A* conf
Neural Models for Sequence Chunking.
AAAI
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou
2017 J jnl
Neural Models for Sequence Chunking.
CoRR
Feifei Zhai, Saloni Potdar, Bing Xiang, Bowen Zhou
2017 J jnl
Robust Task Clustering for Deep Many-Task Learning.
CoRR
Mo Yu, Xiaoxiao Guo, Jinfeng Yi, Shiyu Chang, Saloni Potdar, Gerald Tesauro, Haoyu Wang, Bowen Zhou