Mari Ostendorf

Artificial Intelligence · Annual Meeting of the Association for Computational Linguistics · 1992–2023

A researcher in the Science corpus: 30 papers; trusts 451 researchers and is trusted by 47 researchers here, as inferred from the citation graph.

Subfields

Artificial Intelligence — 434 citations into it; #4,937 of 35,345 by trust here, #2,899 by citations
Natural Language Processing — 335 citations into it; #1,908 of 5,688 by trust here, #1,235 by citations
Computer Vision and Pattern Recognition — 149 citations into it
Evaluation & Benchmarks — 78 citations into it
Large Language Models — 69 citations into it; #412 of 799 by trust here, #634 by citations
Representation & Self-Supervised Learning — 55 citations into it
Model Architectures — 40 citations into it
Reinforcement Learning — 32 citations into it; #1,392 of 2,242 by trust here, #1,075 by citations

Whom Mari Ostendorf trusts overall

Their strongest outbound trust, strongest first, inferred from their citations.

Who trusts Mari Ostendorf overall

Papers from Mari Ostendorf's perspective

Ordered by how strongly the researchers Mari Ostendorf trusts endorse each paper. Same corpus, a different order for every researcher.

Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
ImageNet classification with deep convolutional neural networks
Attention is All you Need (Neural Information Processing Systems)
Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
Long Short-Term Memory
Gradient-based learning applied to document recognition
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
ImageNet: A large-scale hierarchical image database
Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)

Their papers

Deep Reinforcement Learning with a Natural Language Action Space (2015) — 268 citations
Binding Language Models in Symbolic Languages (2022) — 322 citations
Pushing the envelope - aside [speech recognition] (2005) — 103 citations
TIFA: Accurate and Interpretable Text-to-Image Faithfulness Evaluation with Question Answering (2023) — 442 citations
Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction (2018) — 789 citations
A general framework for information extraction using dynamic span graphs (2019) — 342 citations
Normalization of non-standard words (2001) — 397 citations
Selective Annotation Makes Language Models Better Few-Shot Learners (2022) — 329 citations
One Embedder, Any Task: Instruction-Finetuned Text Embeddings (2022) — 475 citations
Sounding Board: A User-Centric and Content-Driven Social Chatbot (2018) — 61 citations
Dialogue State Tracking with a Language Model using Schema-Driven Prompting (2021) — 148 citations
Fine-Grained Human Feedback Gives Better Rewards for Language Model Training (2023) — 481 citations
Open-Domain Name Error Detection using a Multi-Task RNN (2015) — 48 citations
Enriching speech recognition with automatic detection of sentence boundaries and disfluencies (2006) — 315 citations
Reading Level Assessment Using Support Vector Machines and Statistical Language Models (2005) — 380 citations
A Controllable Model of Grounded Response Generation (2020) — 89 citations
Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information (2017) — 54 citations
A Quantitative Analysis of Lexical Differences Between Genders in Telephone Conversations (2005) — 53 citations
Characterizing the Language of Online Communities and its Relation to Community Reception (2016) — 51 citations
Deep Reinforcement Learning with an Unbounded Action Space (2015) — 19 citations