2025
InsTALL: Context-aware Instructional Task Assistance with Multi-modal Large Language Models.
CoRR, January, 2025
2024
Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey.
ACM Comput. Surv., February, 2024
Open Domain Question Answering with Conflicting Contexts.
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CoRR, 2024
QueryBuilder: Human-in-the-Loop Query Development for Information Retrieval.
CoRR, 2024
Towards a Holistic Evaluation of LLMs on Factual Knowledge Recall.
CoRR, 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification.
CoRR, 2024
Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024
2023
A Multi-Modal Multilingual Benchmark for Document Image Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Cross-Document Event Coreference Resolution: Instruct Humans or Instruct GPT?
Proceedings of the 27th Conference on Computational Natural Language Learning, 2023
Generating Labeled Data for Relation Extraction: A Meta Learning Approach with Joint GPT-2 Training.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning.
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Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
2022
ZS4IE: A toolkit for Zero-Shot Information Extraction with simple Verbalizations.
CoRR, 2022
FAMIE: A Fast Active Learning Framework for Multilingual Information Extraction.
CoRR, 2022
Modal Dependency Parsing via Language Model Priming.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Learning Cross-Task Dependencies for Joint Extraction of Entities, Events, Event Arguments, and Relations.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Unsupervised Domain Adaptation for Joint Information Extraction.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Document-Level Event Argument Extraction via Optimal Transport.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
SimTyper: sound type inference for Ruby using type equality prediction.
Proc. ACM Program. Lang., 2021
ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19.
CoRR, 2021
Augmenting Open-Domain Event Detection with Synthetic Data from GPT-2.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Modeling Document-Level Context for Event Detection via Important Context Selection.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021
Factuality Assessment as Modal Dependency Parsing.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
2020
Towards Few-Shot Event Mention Retrieval: An Evaluation Framework and A Siamese Network Approach.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Annotating Temporal Dependency Graphs via Crowdsourcing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Weakly Supervised Subevent Knowledge Acquisition.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Exploring Contextualized Neural Language Models for Temporal Dependency Parsing.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Concept Wikification for COVID-19.
Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020
LearnIt: On-Demand Rapid Customization for Event-Event Relation Extraction.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Measure Country-Level Socio-Economic Indicators with Streaming News: An Empirical Study.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Rapid Customization for Event Extraction.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
2018
When ACE met KBP: End-to-End Evaluation of Knowledge Base Population with Component-level Annotation.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
A Case Study on Learning a Unified Encoder of Relations.
Proceedings of the 4th Workshop on Noisy User-generated Text, 2018
2017
Adept Automatic Knowledge Discovery System for Cold Start Knowledge Base Population.
Proceedings of the 2017 Text Analysis Conference, 2017
Learning Transferable Representation for Bilingual Relation Extraction via Convolutional Neural Networks.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017
Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge.
Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017
2014
Infusion of Labeled Data into Distant Supervision for Relation Extraction.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
2013
Relation Extraction with Weak Supervision and Distributional Semantics.
PhD thesis, 2013
Distant Supervision for Relation Extraction with an Incomplete Knowledge Base.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013
2012
Towards Large-Scale Unsupervised Relation Extraction from the Web.
Int. J. Semantic Web Inf. Syst., 2012
New York University 2012 System for KBP Slot Filling.
Proceedings of the Fifth Text Analysis Conference, 2012
Challenges in the Knowledge Base Population Slot Filling Task.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Ensemble Semantics for Large-scale Unsupervised Relation Extraction.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Compensating for Annotation Errors in Training a Relation Extractor.
Proceedings of the EACL 2012, 2012
2011
New York University 2011 System for KBP Slot Filling.
Proceedings of the Fourth Text Analysis Conference, 2011
2010
New York University KBP 2010 Slot-Filling System.
Proceedings of the Third Text Analysis Conference, 2010
2009
SODA: Towards a Framework for Self Optimization via Demand Adaptation in Peer-to-Peer Networks.
Proceedings of the Proceedings P2P 2009, 2009
Sybil-Resilient Online Content Voting.
Proceedings of the 6th USENIX Symposium on Networked Systems Design and Implementation, 2009
2006
i-DBF: an Improved Bloom Filter Representation Method on Dynamic Set.
Proceedings of the Grid and Cooperative Computing Workshops, 2006
A simple, universal and scalable approach to migrate applications to hybrid network using ALG.
Proceedings of the Grid and Cooperative Computing Workshops, 2006