Eric Nyberg

Affiliations:
  • Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, USA (PhD 1992)


According to our database1, Eric Nyberg authored at least 138 papers between 1986 and 2024.

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Bibliography

2024
VISREAS: Complex Visual Reasoning with Unanswerable Questions.
CoRR, 2024

Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination.
CoRR, 2024

2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering.
CoRR, 2023

Using Implicit Feedback to Improve Question Generation.
CoRR, 2023

InPars-Light: Cost-Effective Unsupervised Training of Efficient Rankers.
CoRR, 2023

Difference-Masking: Choosing What to Mask in Continued Pretraining.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

GameQA: Gamified Mobile App Platform for Building Multiple-Domain Question-Answering Datasets.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics. EACL 2023, 2023

Biomedical Question Answering with Transformer Ensembles.
Proceedings of the Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2023), 2023

Chain-of-Skills: A Configurable Model for Open-Domain Question Answering.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
Towards the benchmarking of question generation: introducing the Monserrate corpus.
Lang. Resour. Evaluation, 2022

Knowledge-driven Scene Priors for Semantic Audio-Visual Embodied Navigation.
CoRR, 2022

Distribution-aware Goal Prediction and Conformant Model-based Planning for Safe Autonomous Driving.
CoRR, 2022

Understanding Performance of Long-Document Ranking Models through Comprehensive Evaluation and Leaderboarding.
CoRR, 2022

Table Retrieval May Not Necessitate Table-specific Model Design.
CoRR, 2022

Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing.
CoRR, 2022

Open-domain Question Answering via Chain of Reasoning over Heterogeneous Knowledge.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Towards Automated Generation and Evaluation of Questions in Educational Domains.
Proceedings of the 15th International Conference on Educational Data Mining, 2022

Coalescing Global and Local Information for Procedural Text Understanding.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Open Domain Question Answering with A Unified Knowledge Interface.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

R3 : Refined Retriever-Reader pipeline for Multidoc2dial.
Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021
Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text.
CoRR, 2021

Safety-aware Policy Optimisation for Autonomous Racing.
CoRR, 2021

Exploring Metrics for the Analysis of Code Submissions in an Introductory Data Science Course.
Proceedings of the LAK'21: 11th International Learning Analytics and Knowledge Conference, 2021

Learn-to-Race: A Multimodal Control Environment for Autonomous Racing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Building Goal-oriented Document-grounded Dialogue Systems.
Proceedings of the 1st Workshop on Document-grounded Dialogue and Conversational Question Answering, 2021

Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection.
CoRR, 2020

Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering.
CoRR, 2020

Flexible retrieval with NMSLIB and FlexNeuART.
CoRR, 2020

2019
Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering.
CoRR, 2019

Accurate and Fast Retrieval for Complex Non-metric Data via Neighborhood Graphs.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study.
Proceedings of the Similarity Search and Applications - 12th International Conference, 2019

Populating the knowledge base of a conversational agent: human vs. machine.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Ordinal Triplet Loss: Investigating Sleepiness Detection from Speech.
Proceedings of the Interspeech 2019, 2019

Storyboarding of Recipes: Grounded Contextual Generation.
Proceedings of the Deep Generative Models for Highly Structured Data, 2019

Segmentation of Rulemaking Documentsfor Public Notice-and-Comment Process Analysis.
Proceedings of the Workshop on Artificial Intelligence and the Administrative State co-located with 17th International Conference on AI and Law (ICAIL 2019), 2019

Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Sieg at MEDIQA 2019: Multi-task Neural Ensemble for Biomedical Inference and Entailment.
Proceedings of the 18th BioNLP Workshop and Shared Task, 2019

Design and Analysis of Interoperable Data Logs for Augmentative Communication Practice.
Proceedings of the 21st International ACM SIGACCESS Conference on Computers and Accessibility, 2019

Bend but Don't Break? Multi-Challenge Stress Test for QA Models.
Proceedings of the 2nd Workshop on Machine Reading for Question Answering, 2019

2018
Towards Inference-Oriented Reading Comprehension: ParallelQA.
CoRR, 2018

Investigating Utterance Level Representations for Detecting Intent from Acoustics.
Proceedings of the Interspeech 2018, 2018

BioAMA: Towards an End to End BioMedical Question Answering System.
Proceedings of the BioNLP 2018 workshop, Melbourne, Australia, July 19, 2018, 2018

Improving Question Generation with the Teacher's Implicit Feedback.
Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

Comparative Analysis of Neural QA models on SQuAD.
Proceedings of the Workshop on Machine Reading for Question Answering@ACL 2018, 2018

Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques.
Proceedings of the Third Workshop on Computational Approaches to Linguistic Code-Switching@ACL 2018, 2018

2017
CMU LiveMedQA at TREC 2017 LiveQA: A Consumer Health Question Answering System.
CoRR, 2017

Shakespearizing Modern Language Using Copy-Enriched Sequence-to-Sequence Models.
CoRR, 2017

CMU OAQA at TREC 2017 LiveQA: A Neural Dual Entailment Approach for Question Paraphrase Identification.
Proceedings of The Twenty-Sixth Text REtrieval Conference, 2017

How Would You Say It? Eliciting Lexically Diverse Dialogue for Supervised Semantic Parsing.
Proceedings of the 18th Annual SIGdial Meeting on Discourse and Dialogue, 2017

Steering Output Style and Topic in Neural Response Generation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Structural Embedding of Syntactic Trees for Machine Comprehension.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Charmanteau: Character Embedding Models For Portmanteau Creation.
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

Leveraging Site Search Logs to Identify Missing Content on Enterprise Webpages.
Proceedings of the Advances in Information Retrieval, 2017

Tackling Biomedical Text Summarization: OAQA at BioASQ 5B.
Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

2016
LAPPS/Galaxy: Current State and Next Steps.
Proceedings of the Third International Workshop on Worldwide Language Service Infrastructure and Second Workshop on Open Infrastructures and Analysis Frameworks for Human Language Technologies WLSI/OIAF4HLT@COLING, 2016

CMU OAQA at TREC 2016 LiveQA: An Attentional Neural Encoder-Decoder Approach for Answer Ranking.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

QGASP: a Framework for Question Generation Based on Different Levels of Linguistic Information.
Proceedings of the INLG 2016, 2016

Off the Beaten Path: Let's Replace Term-Based Retrieval with k-NN Search.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015
Permutation Search Methods are Efficient, Yet Faster Search is Possible.
Proc. VLDB Endow., 2015

The Language Application Grid.
Proceedings of the Worldwide Language Service Infrastructure, 2015

CMU OAQA at TREC 2015 LiveQA: Discovering the Right Answer with Clues.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Leveraging Procedural Knowledge for Task-oriented Search.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Introducing LUIMA: an experiment in legal conceptual retrieval of vaccine injury decisions using a UIMA type system and tools.
Proceedings of the 15th International Conference on Artificial Intelligence and Law, 2015

Learning to Answer Biomedical Factoid & List Questions: OAQA at BioASQ 3B.
Proceedings of the Working Notes of CLEF 2015, 2015

A Long Short-Term Memory Model for Answer Sentence Selection in Question Answering.
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014
QUADS: question answering for decision support.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

CMU Multiple-choice Question Answering System at NTCIR-11 QA-Lab.
Proceedings of the 11th NTCIR Conference on Evaluation of Information Access Technologies, 2014

The Language Application Grid.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Metaphor Detection with Cross-Lingual Model Transfer.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013

CSE Framework: A UIMA-based Distributed System for Configuration Space Exploration.
Proceedings of the 3rd Workshop on Unstructured Information Management Architecture, 2013

Building Optimal Question Answering System Automatically using Configuration Space Exploration (CSE) for QA4MRE 2013 Tasks.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

Building optimal information systems automatically: configuration space exploration for biomedical information systems.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A phased ranking model for question answering.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012

Cost-Sensitive Multi-strategy Active Annotation for Text Classification.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

2011
Assessing Benefit from Feature Feedback in Active Learning for Text Classification.
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011

Statistical source expansion for question answering.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Probabilistic models for answer-ranking in multilingual question-answering.
ACM Trans. Inf. Syst., 2010

Combining evidence with a probabilistic framework for answer ranking and answer merging in question answering.
Inf. Process. Manag., 2010

Building Watson: An Overview of the DeepQA Project.
AI Mag., 2010

Rank learning for factoid question answering with linguistic and semantic constraints.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Semi-automated model matching using version difference.
Adv. Eng. Informatics, 2009

Interactive Annotation Learning with Indirect Feature Voting.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009

Learning Algorithms for Domain Adaptation.
Proceedings of the Advances in Machine Learning, 2009

2008
Complex Cross-lingual Question Answering as a Sequential Classification and Multi-Document Summarization Task.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Overview of the NTCIR-7 ACLIA IR4QA Task.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Overview of the NTCIR-7 ACLIA Tasks: Advanced Cross-Lingual Information Access.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Query Expansion and Machine Translation for Robust Cross-Lingual Information Retrieval.
Proceedings of the 7th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2008

Automatic Set Expansion for List Question Answering.
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008

2007
Semantic Extensions of the Ephyra QA System for TREC 2007.
Proceedings of The Sixteenth Text REtrieval Conference, 2007

A probabilistic graphical model for joint answer ranking in question answering.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Structured retrieval for question answering.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

JAVELIN III: Cross-Lingual Question Answering from Japanese and Chinese Documents.
Proceedings of the 6th NTCIR Workshop Meeting on Evaluation of Information Access Technologies: Information Retrieval, 2007

A Probabilistic Framework for Answer Selection in Question Answering.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2007

Language-independent Probabilistic Answer Ranking for Question Answering.
Proceedings of the ACL 2007, 2007

2006
A method for managing access to web pages: Filtering by Statistical Classification (FSC) applied to text.
Decis. Support Syst., 2006

Analyzing the Effects of Spoken Dialog Systems on Driving Behavior.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Exploiting Multiple Semantic Resources for Answer Selection.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Evaluation for Scenario Question Answering Systems.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

2005
JAVELIN I and II Systems at TREC 2005.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Capturing knowledge from domain text with controlled language.
Proceedings of the 3rd International Conference on Knowledge Capture (K-CAP 2005), 2005

Multi-Strategy Information Extraction for Question Answering.
Proceedings of the Eighteenth International Florida Artificial Intelligence Research Society Conference, 2005

Qualitative Dimensions in Question Answering: Extending the Definitional QA Task.
Proceedings of the Proceedings, 2005

2004
Software Architectures for Advanced QA.
Proceedings of the New Directions in Question Answering, 2004

Correction Grammars for Error Handling in a Speech Dialog System.
Proceedings of HLT-NAACL 2004: Short Papers, Boston, Massachusetts, USA, May 2-7, 2004, 2004

An Information Repository Model for Advanced Question Answering Systems.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

Pronominal Anaphora Resolution for Unrestricted Text.
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004

A comparison of confirmation styles for error handling in a speech dialog system.
Proceedings of the INTERSPEECH 2004, 2004

Robust speech dialog interface for car telematics service.
Proceedings of the 1st IEEE Consumer Communications and Networking Conference, 2004

Resource Analysis for Question Answering.
Proceedings of the 42nd Annual Meeting of the Association for Computational Linguistics, Barcelona, Spain, July 21-26, 2004, 2004

2003
The JAVELIN Question-Answering System at TREC 2003: A Multi-Strategh Approach with Dynamic Planning.
Proceedings of The Twelfth Text REtrieval Conference, 2003

JAVELIN: A Flexible, Planner-Based Architecture for Question Answering.
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2003

Source language diagnostics for MT.
Proceedings of Machine Translation Summit IX: Papers, 2003

2002

Deriving Semantic Knowledge from Descriptive Texts Using an MT System.
Proceedings of the Machine Translation: From Research to Real Users, 2002

The KANTOO MT System: Controlled Language Checker and Lexical Maintenance Tool.
Proceedings of the Machine Translation: From Research to Real Users, 2002

2001
Integrated Information Management: An Interactive, Extensible Architecture for Information Retrieval.
Proceedings of the First International Conference on Human Language Technology Research, 2001

Pronominal anaphora resolution in KANTOO English-to-Spanish machine translation system.
Proceedings of Machine Translation Summit VIII, 2001

2000
The KANTOO Machine Translation Environment.
Proceedings of the Envisioning Machine Translation in the Information Future, 2000

Challenges in Adapting an Interlingua for Bidirectional English-Italian Translation.
Proceedings of the Envisioning Machine Translation in the Information Future, 2000

1998
An English-to-Turkish Interlingual MT System.
Proceedings of the Machine Translation and the Information Soup, 1998

1994
Acquisition of large lexicons for practical knowledge-based MT.
Mach. Transl., 1994

Tooling the Lexicon Acquisition Process for Large-Scale KBMT.
Proceedings of the Sixth International Conference on Tools with Artificial Intelligence, 1994

Evaluation Metrics for Knowledge-Based Machine Translation.
Proceedings of the 15th International Conference on Computational Linguistics, 1994

Coping With Ambiguity in a Large-Scale Machine Translation System.
Proceedings of the 15th International Conference on Computational Linguistics, 1994

KANT: Knowledge-Based, Accurate Natural Language Translation.
Proceedings of the First Conference of the Association for Machine Translation in the Americas, 1994

1992
The Kant System: Fast, Accurate, High-Quality Translation In Practical Domains.
Proceedings of the 14th International Conference on Computational Linguistics, 1992

Hierarchical Lexical Structure And Interpretive Mapping In Machine Translation.
Proceedings of the 14th International Conference on Computational Linguistics, 1992

1990
The DIBBS blackboard control architecture and its application to distributed natural language processing.
Proceedings of the 2nd International IEEE Conference on Tools for Artificial Intelligence, 1990

1989
Generation.
Mach. Transl., 1989

Lexicons.
Mach. Transl., 1989

Controlling a Language Generation Planner.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

1986
An Intelligent Database Assistant.
IEEE Expert, 1986


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