Faculty

Institution

Unit

Venue

Eric Nyberg

Professor

Carnegie Mellon University

Affiliations

School of Computer Science

Language Technologies Institute

Eric Nyberg is currently serving as a Language Technologies Institute Professor at Carnegie Mellon University.

Honors

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Experiences

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Education

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Eric Nyberg

Carnegie Mellon University

Professor

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natural language processing computer science linguistics question answering machine learning information retrieval computational linguistics semantic evaluation data science machine translation artificial intelligence systems engineering knowledge representation and reasoning natural language generation automated reasoning informatics computational intelligence ranking algorithms knowledge discovery spoken language technology dialogue management deep learning information technology nlp task human-computer interaction semantic web information management applied linguistics natural language interfaces data retrieval question generation intelligent computing retrieval technique vehicular technology speech technology intelligent information retrieval lexicon kant system configuration space exploration telematics query expansion lexical semantics large language models vehicle communication knowledge retrieval information extraction ontology engineering ontology (information science) language application grid biomedical questions reading research knowledge-based reasoning active learning computational semantics semantic processing knowledge extraction language comprehension model-based reasoning artificial general intelligence search technology controlled language javelin question-answering system k-nn search answer selection probabilistic framework answer ranking question entailment speech dialog system error handling artificial society computer-assisted reasoning graphical models managed languages crowdsourcing deepqa project answer sentence selection text processing language technologies language teaching text mining analytics education learning analytics educational data mining educational application language educational technology data-driven learning terminology extraction

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Attribution Regularization for Multimodal Paradigms. arXiv (Cornell University) (2024)

Yerramilli, SahitiTamarapalli, Jayant SravanFrancis, JonathanNyberg, Eric

linguisticsnatural language processingmachine learningmultimodal paradigmsattribution regularization

Colbert Retrieval and Ensemble Response Scoring for Language Model Question Answering. 2022 IEEE Globecom Workshops (GC Wkshps) (2024)

large language modelslinguisticssemantic evaluationnatural language processingmachine translationnlp taskcolbert retrievalinformation retrievalquestion answeringlanguageensemble responselanguage modelsretrieval augmented generation

MIND: Math Informed Synthetic Dialogues for Pretraining Llms. arXiv (Cornell University) (2024)

SN AkterS PrabhumoyeJ KamaluS SatheeshE NybergM Patwary...

deep reinforcement learningapplied mathematicsautomated reasoningllm-based agentcomputer sciencemachine learningdialogue managementllm fine-tuningartificial intelligencemathematicsneural computationdeep learningsynthetic dialogues

Self-Imagine: Effective Unimodal Reasoning With Multimodal Models Using Self-Imagination. arXiv (Cornell University) (2024)

Akter, Syeda NahidaMadaan, AmanLee, SangwuYang, YimingNyberg, Eric

cognitive sciencemultimodal modelsartificial intelligencemachine learning

Semantic Augmentation in Images Using Language. arXiv (Cornell University) (2024)

Yerramilli, SahitiTamarapalli, Jayant SravanKulkarni, Tanmay GirishFrancis, JonathanNyberg, Eric

semantic augmentationlanguagenatural language processingcomputer vision

VISREAS: Complex Visual Reasoning With Unanswerable Questions. arXiv (Cornell University) (2024)

Akter, Syeda NahidaLee, SangwuChang, YingshanBisk, YonatanNyberg, Eric

computational intelligencemachine learningcomplex visual reasoningvisual reasoningartificial intelligencecognitive scienceunanswerable questionscomputer vision

Chain-Of-Skills: A Configurable Model for Open-Domain Question Answering. Annual Meeting of the Association for Computational Linguistics (2023)

Kaixin MaHao ChengYu ZhangXiaodong LiuEric NybergJianfeng Gao

natural language processingcomputer sciencemachine learningquestion answeringconfigurable model

Difference-Masking: Choosing What to Mask in Continued Pretraining. arXiv (Cornell University) (2023)

Alex WilfSyeda AkterLeena MathurPaul LiangSheryl MathewMengrou ShouEric NybergLouis-Philippe Morency

continued pretrainingdeep learningapplied mathematics

GAMEQA: Gamified Mobile App Platform for Building Multiple-Domain Question-Answering Datasets. (2023)

Njall SkarphedinssonBreki GudmundssonSteinar SmariMarta Kristin LarusdottirHafsteinn EinarssonAbuzar KhanEric NybergHrafn Loftsson

gamificationmultiple-domain question-answering datasetsknowledge representation and reasoningdata miningmachine learningdata scienceinformation retrievalknowledge discovery

Language-Agnostic Transformers and Assessing Chatgpt-Based Query Rewriting for Multilingual Document-Grounded Qa. (2023)

Srinivas GowrirajSoham Dinesh TiwariMitali PotnisSrijan BansalTeruko MitamuraEric Nyberg

language-agnostic transformerslinguisticsmultilingualismnatural language processinginformation retrieval

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Eric Nyberg

Professor

Carnegie Mellon University

Affiliations

School of Computer Science

Language Technologies Institute

Eric Nyberg is currently serving as a Language Technologies Institute Professor at Carnegie Mellon University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Eric Nyberg

Carnegie Mellon University

Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Attribution Regularization for Multimodal Paradigms. arXiv (Cornell University) (2024)

Yerramilli, SahitiTamarapalli, Jayant SravanFrancis, JonathanNyberg, Eric

linguisticsnatural language processingmachine learningmultimodal paradigmsattribution regularization

Colbert Retrieval and Ensemble Response Scoring for Language Model Question Answering. 2022 IEEE Globecom Workshops (GC Wkshps) (2024)

MIND: Math Informed Synthetic Dialogues for Pretraining Llms. arXiv (Cornell University) (2024)

SN AkterS PrabhumoyeJ KamaluS SatheeshE NybergM Patwary...

Self-Imagine: Effective Unimodal Reasoning With Multimodal Models Using Self-Imagination. arXiv (Cornell University) (2024)

Akter, Syeda NahidaMadaan, AmanLee, SangwuYang, YimingNyberg, Eric

cognitive sciencemultimodal modelsartificial intelligencemachine learning

Semantic Augmentation in Images Using Language. arXiv (Cornell University) (2024)

Yerramilli, SahitiTamarapalli, Jayant SravanKulkarni, Tanmay GirishFrancis, JonathanNyberg, Eric

semantic augmentationlanguagenatural language processingcomputer vision

VISREAS: Complex Visual Reasoning With Unanswerable Questions. arXiv (Cornell University) (2024)

Akter, Syeda NahidaLee, SangwuChang, YingshanBisk, YonatanNyberg, Eric

computational intelligencemachine learningcomplex visual reasoningvisual reasoningartificial intelligencecognitive scienceunanswerable questionscomputer vision

Chain-Of-Skills: A Configurable Model for Open-Domain Question Answering. Annual Meeting of the Association for Computational Linguistics (2023)

Kaixin MaHao ChengYu ZhangXiaodong LiuEric NybergJianfeng Gao

natural language processingcomputer sciencemachine learningquestion answeringconfigurable model

Difference-Masking: Choosing What to Mask in Continued Pretraining. arXiv (Cornell University) (2023)

Alex WilfSyeda AkterLeena MathurPaul LiangSheryl MathewMengrou ShouEric NybergLouis-Philippe Morency

continued pretrainingdeep learningapplied mathematics

GAMEQA: Gamified Mobile App Platform for Building Multiple-Domain Question-Answering Datasets. (2023)

Njall SkarphedinssonBreki GudmundssonSteinar SmariMarta Kristin LarusdottirHafsteinn EinarssonAbuzar KhanEric NybergHrafn Loftsson

gamificationmultiple-domain question-answering datasetsknowledge representation and reasoningdata miningmachine learningdata scienceinformation retrievalknowledge discovery

Language-Agnostic Transformers and Assessing Chatgpt-Based Query Rewriting for Multilingual Document-Grounded Qa. (2023)

Srinivas GowrirajSoham Dinesh TiwariMitali PotnisSrijan BansalTeruko MitamuraEric Nyberg

language-agnostic transformerslinguisticsmultilingualismnatural language processinginformation retrieval

1
2
3
4
5
31
10 / page

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