Dan Roth
Orcid: 0009-0002-1447-5173Affiliations:
- University of Pennsylvania, USA
- University of Illinois Urbana-Champaign, IL, USA (former)
According to our database1,
Dan Roth
authored at least 548 papers
between 1992 and 2024.
Collaborative distances:
Collaborative distances:
Awards
ACM Fellow
ACM Fellow 2011, "For contributions to machine learning and natural language processing.".
Timeline
Legend:
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Online presence:
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on orcid.org
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Bibliography
2024
Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey.
ACM Comput. Surv., February, 2024
J. Am. Medical Informatics Assoc., 2024
Synatra: Turning Indirect Knowledge into Direct Demonstrations for Digital Agents at Scale.
CoRR, 2024
CoRR, 2024
Unraveling the Truth: Do LLMs really Understand Charts? A Deep Dive into Consistency and Robustness.
CoRR, 2024
On Characterizing and Mitigating Imbalances in Multi-Instance Partial Label Learning.
CoRR, 2024
FamiCom: Further Demystifying Prompts for Language Models with Task-Agnostic Performance Estimation.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models.
CoRR, 2024
Commonsense-T2I Challenge: Can Text-to-Image Generation Models Understand Commonsense?
CoRR, 2024
CoRR, 2024
Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question Answering.
CoRR, 2024
From Instructions to Constraints: Language Model Alignment with Automatic Constraint Verification.
CoRR, 2024
ReEval: Automatic Hallucination Evaluation for Retrieval-Augmented Large Language Models via Transferable Adversarial Attacks.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
SocREval: Large Language Models with the Socratic Method for Reference-free Reasoning Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Sub-Sentence Encoder: Contrastive Learning of Propositional Semantic Representations.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2024, 2024
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
Proceedings of the Findings of the Association for Computational Linguistics, 2024
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024
2023
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res., 2023
Deceiving Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination?
CoRR, 2023
CoRR, 2023
CoRR, 2023
Automatic Hallucination Assessment for Aligned Large Language Models via Transferable Adversarial Attacks.
CoRR, 2023
Building Interpretable and Reliable Open Information Retriever for New Domains Overnight.
CoRR, 2023
Towards Corpus-Scale Discovery of Selection Biases in News Coverage: Comparing What Sources Say About Entities as a Start.
CoRR, 2023
Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, 2023
IXA/Cogcomp at SemEval-2023 Task 2: Context-enriched Multilingual Named Entity Recognition Using Knowledge Bases.
Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
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
Proceedings of the Findings of the Association for Computational Linguistics: IJCNLP-AACL 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Bootstrapping Small & High Performance Language Models with Unmasking-Removal Training Policy.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Using LLM for Improving Key Event Discovery: Temporal-Guided News Stream Clustering with Event Summaries.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
Are All Steps Equally Important? Benchmarking Essentiality Detection in Event Processes.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Extracting or Guessing? Improving Faithfulness of Event Temporal Relation Extraction.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023
Incorporating Question Answering-Based Signals into Abstractive Summarization via Salient Span Selection.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
PropSegmEnt: A Large-Scale Corpus for Proposition-Level Segmentation and Entailment Recognition.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Rethinking the Role of Scale for In-Context Learning: An Interpretability-based Case Study at 66 Billion Scale.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Extracting seizure frequency from epilepsy clinic notes: a machine reading approach to natural language processing.
J. Am. Medical Informatics Assoc., 2022
Frontiers Artif. Intell., 2022
CoRR, 2022
Investigating Fairness Disparities in Peer Review: A Language Model Enhanced Approach.
CoRR, 2022
CoRR, 2022
CoRR, 2022
CoRR, 2022
Repro: An Open-Source Library for Improving the Reproducibility and Usability of Publicly Available Research Code.
CoRR, 2022
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022
Proceedings of the 11th Joint Conference on Lexical and Computational Semantics, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Tenth International Conference on Learning Representations, 2022
Learning to Decompose: Hypothetical Question Decomposition Based on Comparable Texts.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022
LawngNLI: A Long-Premise Benchmark for In-Domain Generalization from Short to Long Contexts and for Implication-Based Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record.
Proceedings of the 21st Workshop on Biomedical Language Processing, 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies.
Trans. Assoc. Comput. Linguistics, 2021
Trans. Assoc. Comput. Linguistics, 2021
Towards Question-Answering as an Automatic Metric for Evaluating the Content Quality of a Summary.
Trans. Assoc. Comput. Linguistics, 2021
CoRR, 2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning.
CoRR, 2021
Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema.
CoRR, 2021
Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
RESIN: A Dockerized Schema-Guided Cross-document Cross-lingual Cross-media Information Extraction and Event Tracking System.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Improving Faithfulness in Abstractive Summarization with Contrast Candidate Generation and Selection.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
Understanding the Extent to which Content Quality Metrics Measure the Information Quality of Summaries.
Proceedings of the 25th Conference on Computational Natural Language Learning, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Trans. Assoc. Comput. Linguistics, 2020
Understanding the Extent to which Summarization Evaluation Metrics Measure the Information Quality of Summaries.
CoRR, 2020
SacreROUGE: An Open-Source Library for Using and Developing Summarization Evaluation Metrics.
CoRR, 2020
Cross-lingual Entity Alignment for Knowledge Graphs with Incidental Supervision from Free Text.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of The 12th Language Resources and Evaluation Conference, 2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 8th International Conference on Learning Representations, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 24th Conference on Computational Natural Language Learning, 2020
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection.
Proceedings of the 28th International Conference on Computational Linguistics, 2020
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Not All Claims are Created Equal: Choosing the Right Statistical Approach to Assess Hypotheses.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Trans. Assoc. Comput. Linguistics, 2019
Dagstuhl Reports, 2019
Not All Claims are Created Equal: Choosing the Right Approach to Assess Your Hypotheses.
CoRR, 2019
CoRR, 2019
Discourse in Multimedia: A Case Study in Extracting Geometry Knowledge from Textbooks.
Comput. Linguistics, 2019
Artif. Intell., 2019
Proceedings of the Eighth Joint Conference on Lexical and Computational Semantics, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019
Proceedings of the 9th International Conference on Learning Analytics & Knowledge, 2019
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Randomized Greedy Search for Structured Prediction: Amortized Inference and Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019
Proceedings of the 7th Workshop on Balto-Slavic Natural Language Processing, 2019
2018
Trans. Assoc. Comput. Linguistics, 2018
Mach. Transl., 2018
CoRR, 2018
CoRR, 2018
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018
Proceedings of the Seventh Joint Conference on Lexical and Computational Semantics, 2018
Learning Pipelines with Limited Data and Domain Knowledge: A Study in Parsing Physics Problems.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Where Have I Heard This Story Before? Identifying Narrative Similarity in Movie Remakes.
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
On the Strength of Character Language Models for Multilingual Named Entity Recognition.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Gold Standard Annotations for Preposition and Verb Sense with Semantic Role Labels in Adult-Child Interactions.
Proceedings of the 27th International Conference on Computational Linguistics, 2018
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018
End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, Tutorial Abstracts, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
A Distributional and Orthographic Aggregation Model for English Derivational Morphology.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of ACL 2018, Melbourne, Australia, July 15-20, 2018, System Demonstrations, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Relational Learning and Feature Extraction by Querying over Heterogeneous Information Networks.
CoRR, 2017
UI CCG TAC-KBP2017 Submissions: Entity Discovery and Linking, and Event Nugget Detection and Co-reference.
Proceedings of the 2017 Text Analysis Conference, 2017
Proceedings of the 2017 Text Analysis Conference, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2nd Workshop on Linking Models of Lexical, 2017
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017
Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017), 2017
Proceedings of the First Workshop on Language Grounding for Robotics, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
Proceedings of the Workshops of the The Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
Proceedings of the Anaphora Resolution - Algorithms, Resources, and Applications, 2016
ACM Trans. Knowl. Discov. Data, 2016
Trans. Assoc. Comput. Linguistics, 2016
litewi: A combined term extraction and entity linking method for eliciting educational ontologies from textbooks.
J. Assoc. Inf. Sci. Technol., 2016
CoRR, 2016
Proceedings of the 25th International Conference on World Wide Web, 2016
Illinois CCG Entity Discovery and Linking, Event Nugget Detection and Co-reference, and Slot Filler Validation Systems for TAC 2016.
Proceedings of the 2016 Text Analysis Conference, 2016
Proceedings of the 43rd Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages, 2016
Proceedings of the NAACL HLT 2016, 2016
Proceedings of the Demonstrations Session, 2016
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the IEEE International Conference on Data Mining Workshops, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, 2016
Proceedings of the COLING 2016, 2016
Illinois Cross-Lingual Wikifier: Grounding Entities in Many Languages to the English Wikipedia.
Proceedings of the COLING 2016, 2016
Proceedings of the COLING 2016, 2016
Proceedings of the Fourth Workshop on Events, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
Trans. Assoc. Comput. Linguistics, 2015
J. Assoc. Inf. Sci. Technol., 2015
Structured learning for spatial information extraction from biomedical text: bacteria biotopes.
BMC Bioinform., 2015
Proceedings of the 24th International Conference on World Wide Web Companion, 2015
Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems.
Proceedings of the 2015 Text Analysis Conference, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks.
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015
Constrained Information-Theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
Proceedings of the 19th Conference on Computational Natural Language Learning: Shared Task, 2015
Proceedings of the 19th Conference on Computational Natural Language Learning, 2015
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
2014
Trans. Assoc. Comput. Linguistics, 2014
IEEE J. Sel. Top. Signal Process., 2014
Environ. Model. Softw., 2014
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014
Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task, 2014
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
Proceedings of the 5th ACM Conference on Bioinformatics, 2014
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
2013
Proceedings of the Cognitive Aspects of Computational Language Acquisition, 2013
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02151-0, 2013
Trans. Assoc. Comput. Linguistics, 2013
J. Biomed. Informatics, 2013
Using domain knowledge and domain-inspired discourse model for coreference resolution for clinical narratives.
J. Am. Medical Informatics Assoc., 2013
Proceedings of the 22nd International World Wide Web Conference, 2013
Proceedings of the Sixth Text Analysis Conference, 2013
Illinois Cognitive Computation Group UI-CCG TAC 2013 Entity Linking and Slot Filler Validation Systems.
Proceedings of the Sixth Text Analysis Conference, 2013
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2013
Understanding evolution of research themes: a probabilistic generative model for citations.
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013
Proceedings of the IJCAI 2013, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013
Proceedings of the Seventeenth Conference on Computational Natural Language Learning: Shared Task, 2013
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013
Proceedings of the ESAIR'13, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013
2012
Exploiting the Wikipedia structure in local and global classification of taxonomic relations.
Nat. Lang. Eng., 2012
Proceedings of the First Joint Conference on Lexical and Computational Semantics, 2012
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Predicting Structures in NLP: Constrained Conditional Models and Integer Linear Programming in NLP.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012
Proceedings of the COLING 2012, 2012
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012
Proceedings of the Seventh Workshop on Building Educational Applications Using NLP, 2012
Proceedings of the Information, Interaction, Innovation: Celebrating the Past, Constructing the Present and Creating the Future, 2012
Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference, July 8-14, 2012, Jeju Island, Korea, 2012
2011
Initialization and Restart in Stochastic Local Search: Computing a Most Probable Explanation in Bayesian Networks.
IEEE Trans. Knowl. Data Eng., 2011
Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks.
J. Autom. Reason., 2011
Proceedings of the 20th International Conference on World Wide Web, 2011
Proceedings of the Fourth Text Analysis Conference, 2011
Proceedings of the Fourth Text Analysis Conference, 2011
Proceedings of the Workshop on Multiword Expressions: from Parsing and Generation to the Real World, 2011
Proceedings of the 2011 Symposium on Machine Learning in Speech and Language Processing, 2011
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Selective block minimization for faster convergence of limited memory large-scale linear models.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011
Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the IJCAI 2011, 2011
Proceedings of the 11th IEEE International Conference on Data Mining, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
Proceedings of the 14th International Conference on Information Fusion, 2011
Proceedings of the ENLG 2011, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
Proceedings of the Fifteenth Conference on Computational Natural Language Learning, 2011
Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, 2011
2010
Proceedings of the Web Intelligence and Security, 2010
Nat. Lang. Eng., 2010
Int. J. Mach. Learn. Cybern., 2010
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories.
Proceedings of the Thirteenth International Conference on Artificial Intelligence and Statistics, 2010
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, June 1, 2010, Los Angeles, California, USA, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing, 2010
Proceedings of the Fourteenth Conference on Computational Natural Language Learning, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the ACL 2010, 2010
2009
Mach. Learn., 2009
Proceedings of the Twelfth International Conference on Artificial Intelligence and Statistics, 2009
Proceedings of the 18th International Conference on World Wide Web, 2009
Proceedings of the Second Text Analysis Conference, 2009
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009
Proceedings of the IJCAI 2009, 2009
Proceedings of the ICDM 2009, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009
Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009
Proceedings of the Thirteenth Conference on Computational Natural Language Learning, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
2008
Proceedings of the Innovations in Bayesian Networks: Theory and Applications, 2008
Comput. Linguistics, 2008
Comput. Linguistics, 2008
Proceedings of the 17th International Conference on World Wide Web, 2008
Proceedings of the Machine Learning, 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing, 2008
Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008
Proceedings of the ACL 2008, 2008
Proceedings of the ACL 2008, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
Proceedings of the First IEEE International Conference on Semantic Computing (ICSC 2007), 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
Proceedings of the Machine Learning: ECML 2007, 2007
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007
Proceedings of the ACL 2007, 2007
2006
Nat. Lang. Eng., 2006
Controlled generation of hard and easy Bayesian networks: Impact on maximal clique size in tree clustering.
Artif. Intell., 2006
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 2006
Proceedings of the Machine Learning: ECML 2006, 2006
Proceedings of the Tenth Conference on Computational Natural Language Learning, 2006
Weakly Supervised Named Entity Transliteration and Discovery from Multilingual Comparable Corpora.
Proceedings of the ACL 2006, 2006
Proceedings of the Proceedings, 2006
2005
Mach. Learn., 2005
J. Artif. Intell. Res., 2005
AI Mag., 2005
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the HLT/EMNLP 2005, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the IJCAI-05, Proceedings of the Nineteenth International Joint Conference on Artificial Intelligence, Edinburgh, Scotland, UK, July 30, 2005
Proceedings of the Machine Learning, 2005
Automated and Adaptive Threshold Setting: Enabling Technology for Autonomy and Self-Management.
Proceedings of the Second International Conference on Autonomic Computing (ICAC 2005), 2005
Discriminative Training of Clustering Functions: Theory and Experiments with Entity Identification.
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005
Proceedings of the Ninth Conference on Computational Natural Language Learning, 2005
Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005
Proceedings of the Proceedings, 2005
2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004
Proceedings of the Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, 2004
Proceedings of the 6th International Conference on Multimodal Interfaces, 2004
Proceedings of the 2004 Conference on Empirical Methods in Natural Language Processing , 2004
Proceedings of the Eighth Conference on Computational Natural Language Learning, 2004
Proceedings of the Eighth Conference on Computational Natural Language Learning, 2004
Proceedings of the COLING 2004, 2004
Identification and Tracing of Ambiguous Names: Discriminative and Generative Approaches.
Proceedings of the Nineteenth National Conference on Artificial Intelligence, 2004
2003
Proceedings of the Seventh Conference on Natural Language Learning, 2003
2002
Proceedings of The Eleventh Text REtrieval Conference, 2002
Proceedings of the Principles of Data Mining and Knowledge Discovery, 2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
Proceedings of the Inductive Logic Programming, 12th International Conference, 2002
On generalization bounds, projection profile, and margin distribution.
Proceedings of the Machine Learning, 2002
Proceedings of the Machine Learning: ECML 2002, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the 19th International Conference on Computational Linguistics, 2002
Proceedings of the 19th International Conference on Computational Linguistics, 2002
Proceedings of the Algorithmic Learning Theory, 13th International Conference, 2002
2001
Proceedings of The Tenth Text REtrieval Conference, 2001
Gene recognition based on DAG shortest paths.
Proceedings of the Ninth International Conference on Intelligent Systems for Molecular Biology, 2001
Relational Learning via Propositional Algorithms: An Information Extraction Case Study.
Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence, 2001
Proceedings of the 2001 International Conference on Image Processing, 2001
Scaling Up Context-Sensitive Text Correction.
Proceedings of the Thirteenth Innovative Applications of Artificial Intelligence Conference, 2001
Proceedings of the Conference on Empirical Methods in Natural Language Processing, 2001
Proceedings of the Machine Learning: EMCL 2001, 2001
Proceedings of the ACL 2001 Workshop on Computational Natural Language Learning, 2001
Proceedings of the Algorithmic Learning Theory, 12th International Conference, 2001
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
Relational Representations that Facilitate Learning.
Proceedings of the KR 2000, 2000
Proceedings of the Computer Vision - ECCV 2000, 6th European Conference on Computer Vision, Dublin, Ireland, June 26, 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000
Proceedings of the Fourth Conference on Computational Natural Language Learning, 2000
Proceedings of the COLING 2000, 18th International Conference on Computational Linguistics, Proceedings of the Conference, 2 Volumes, July 31, 2000
Proceedings of the 6th Applied Natural Language Processing Conference, 2000
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000
1999
Acta Informatica, 1999
Proceedings of the SOFSEM '99, Theory and Practice of Informatics, 26th Conference on Current Trends in Theory and Practice of Informatics, Milovy, Czech Republic, November 27, 1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence, 1999
Proceedings of the Joint SIGDAT Conference on Empirical Methods in Natural Language Processing and Very Large Corpora, 1999
1998
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998
Proceedings of the Workshop Usage of WordNet in Natural Language Processing Systems@ACL/COLING, 1998
Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998
1997
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
Proceedings of the Mathematical Foundations of Computer Science 1997, 1997
Proceedings of the Second Conference on Empirical Methods in Natural Language Processing, 1997
1996
Proceedings of the SOFSEM '96: Theory and Practice of Informatics, 1996
Learning Active Classifiers.
Proceedings of the Machine Learning, 1996
Applying Winnow to Context-Sensitive Spelling Correction.
Proceedings of the Machine Learning, 1996
Proceedings of the Thirteenth National Conference on Artificial Intelligence and Eighth Innovative Applications of Artificial Intelligence Conference, 1996
1995
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence, 1995
1994
Proceedings of the Seventh Annual ACM Conference on Computational Learning Theory, 1994
1993
Finding the Maximum Area Axis-parallel Rectangle in a Polygon.
Proceedings of the 5th Canadian Conference on Computational Geometry, 1993
1992
Proceedings of the Distributed Algorithms, 6th International Workshop, 1992