2025
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education.
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
2024
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization.
CoRR, 2024
A Blueprint Architecture of Compound AI Systems for Enterprise.
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CoRR, 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Noisy Pairing and Partial Supervision for Stylized Opinion Summarization.
Proceedings of the 17th International Natural Language Generation Conference, 2024
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation.
Proceedings of the 17th International Natural Language Generation Conference, 2024
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
Less is More for Long Document Summary Evaluation by LLMs.
Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
2023
Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks.
CoRR, 2023
Zero-shot Triplet Extraction by Template Infilling.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023
2022
Zero-shot Triplet Extraction by Template Infilling.
CoRR, 2022
Noisy Pairing and Partial Supervision for Opinion Summarization.
CoRR, 2022
Comparative Opinion Summarization via Collaborative Decoding.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Comparative Opinion Summarization via Collaborative Decoding.
CoRR, 2021
Biomedical Entity Linking with Contrastive Context Matching.
CoRR, 2021
Convex Aggregation for Opinion Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
End-to-end Biomedical Entity Linking with Span-based Dictionary Matching.
Proceedings of the 20th Workshop on Biomedical Language Processing, 2021
2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Learning to Select, Track, and Generate for Data-to-Text.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
Wisdom in Adversity: A Twitter Study of the Japanese Tsunami.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018
2017
Density Estimation for Geolocation via Convolutional Mixture Density Network.
CoRR, 2017
NTCIR13 MedWeb Task: multi-label classification of tweets using an ensemble of neural networks.
Proceedings of the 13th NTCIR Conference, 2017
Conditional Density Estimation of Tweet Location: A Feature-Dependent Approach.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation.
Proceedings of the International Workshop on Digital Disease Detection using Social Media, 2017
2016
Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction.
Proceedings of the COLING 2016, 2016