Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information

Authors: Li, Yingya, Miller, Timothy, Bethard, Steven, Savova, Guergana

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2410.12774

Memorization in In-Context Learning

Authors: Golchin, Shahriar, Surdeanu, Mihai, Bethard, Steven, Blanco, Eduardo, Riloff, Ellen

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2408.11546

Semi-Structured Chain-of-Thought: Integrating Multiple Sources of Knowledge for Improved Language Model Reasoning

Authors: Su, Xin, Le, Tiep, Bethard, Steven, Howard, Phillip

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2311.08505

Fusing Temporal Graphs into Transformers for Time-Sensitive Question Answering

Authors: Su, Xin, Howard, Phillip, Hakim, Nagib, Bethard, Steven

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2310.19292

Improving Toponym Resolution with Better Candidate Generation, Transformer-based Reranking, and Two-Stage Resolution

Authors: Zhang, Zeyu, Bethard, Steven

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2305.11315

Explainable Verbal Reasoner Plus (EVR+): A Natural Language Reasoning Framework that Supports Diverse Compositional Reasoning

Authors: Liang, Zhengzhong, Zhang, Zeyu, Bethard, Steven, Surdeanu, Mihai

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2305.00061

We need to talk about random seeds

Authors: Bethard, Steven

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2210.13393

Better Retrieval May Not Lead to Better Question Answering

Authors: Liang, Zhengzhong, Khot, Tushar, Bethard, Steven, Surdeanu, Mihai, Sabharwal, Ashish

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2205.03685

TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla

Authors: Tasnim, Nazia, Shihab, Md. Istiak Hossain, Sushmit, Asif Shahriyar, Bethard, Steven, Sadeque, Farig

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2204.09964

Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering

Authors: Yadav, Vikas, Bethard, Steven, Surdeanu, Mihai

Subject Terms: Computer Science - Computation and Language, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2005.01218

Embedding User Behavioral Aspect in TF-IDF Like Representation

Authors: Pradhan, Ligaj, Zhang, Chengcui, Bethard, Steven, Chen, Xin

Source: 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR) MIPR Multimedia Information Processing and Retrieval (MIPR), 2018 IEEE Conference on. :262-267 Apr, 2018

Relation: 2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)

Infusing Latent User-Concerns from User Reviews into Collaborative Filtering

Authors: Pradhan, Ligaj, Zhang, Chengcui, Bethard, Steven

Source: 2017 IEEE International Conference on Information Reuse and Integration (IRI) IRI Information Reuse and Integration (IRI), 2017 IEEE International Conference on. :471-477 Aug, 2017

Relation: 2017 IEEE International Conference on Information Reuse and Integration (IRI)

Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering

Authors: Yadav, Vikas, Bethard, Steven, Surdeanu, Mihai

Source: EMNLP-IJCNLP, 2578--2589 (2019)

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/1911.07176

A Survey on Recent Advances in Named Entity Recognition from Deep Learning models

Authors: Yadav, Vikas, Bethard, Steven

Subject Terms: Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1910.11470

Predicting engagement in online social networks: Challenges and opportunities

Authors: Sadeque, Farig, Bethard, Steven

Subject Terms: Computer Science - Social and Information Networks, Computer Science - Computers and Society, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/1907.05442

Addressing structural hurdles for metadata extraction from environmental impact statements

Authors: Laparra, Egoitz, Binford‐Walsh, Alex, Emerson, Kirk, Miller, Marc L., López‐Hoffman, Laura, Currim, Faiz, Bethard, Steven

Source: Journal of the Association for Information Science and Technology. 74(9):1124-1139

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100188964983.0x000001&indx=1&recIds=ETOCvdc_100188964983.0x000001

Towards Extracting Coherent User Concerns and Their Hierarchical Organization from User Reviews

Authors: Pradhan, Ligaj, Zhang, Chengcui, Bethard, Steven

Source: 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI) Information Reuse and Integration, 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI), 2016 IEEE 17th International Conference on. :582-590 Jul, 2016

Relation: 2016 IEEE 17th International Conference on Information Reuse and Integration (IRI)

Towards automatic identification of core concepts in educational resources

Authors: Sultan, Md Arafat, Bethard, Steven, Sumner, Tamara

Source: IEEE/ACM Joint Conference on Digital Libraries Digital Libraries (JCDL), 2014 IEEE/ACM Joint Conference on. :379-388 Sep, 2014

Relation: 2014 IEEE/ACM Joint Conference on Digital Libraries (JCDL)

Toward NEPA performance: A framework for assessing EIAs

Authors: Emerson, Kirk, Baldwin, Elizabeth, Scott, Tyler A., Pidot, Justin R., Lien, Aaron M., Currim, Faiz, Bethard, Steven, Ram, Sudha, Miller, Marc L., López-Hoffman, Laura

Source: In Environmental Impact Assessment Review November 2022 97

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