| 2026 | ACL | Think Before you Write: QA-Guided Reasoning for Character Descriptions in Books. | Argyrios Papoudakis, Mirella Lapata, Frank Keller |
| 2026 | EACL | Contrastive Learning with Narrative Twins for Modeling Story Salience. | Igor Sterner, Alex Lascarides, Frank Keller |
| 2025 | ACL | Predicting Implicit Arguments in Procedural Video Instructions. | Anil Batra, Laura Sevilla-Lara, Marcus Rohrbach, Frank Keller |
| 2025 | CogSci | Path encoding and manner salience in motion event descriptions: the case of Bulgarian and English. | Radina Dobreva, Annie Holtz, Alexandra Birch, Frank Keller |
| 2025 | IJCNLP | PosterSum: A Multimodal Benchmark for Scientific Poster Summarization. | Rohit Saxena, Pasquale Minervini, Frank Keller |
| 2024 | ACL | MovieSum: An Abstractive Summarization Dataset for Movie Screenplays. | Rohit Saxena, Frank Keller |
| 2024 | CogSci | Predicting long context effects using surprisal. | Georgia-Ann Carter, Frank Keller, Paul Hoffman |
| 2024 | CogSci | Effects of Context on the Use of Descriptive Verbs. | Radina Dobreva, Frank Keller, Alexandra Birch |
| 2024 | CVPR | Coarse or Fine? Recognising Action End States without Labels. | Davide Moltisanti, Hakan Bilen, Laura Sevilla-Lara, Frank Keller |
| 2024 | ECCV | Efficient Pre-training for Localized Instruction Generation of Procedural Videos. | Anil Batra, Davide Moltisanti, Laura Sevilla-Lara, Marcus Rohrbach, Frank Keller |
| 2024 | EMNLP | BookWorm: A Dataset for Character Description and Analysis. | Argyrios Papoudakis, Mirella Lapata, Frank Keller |
| 2024 | NAACL | Select and Summarize: Scene Saliency for Movie Script Summarization. | Rohit Saxena, Frank Keller |
| 2023 | AAAI | Detecting and Grounding Important Characters in Visual Stories. | Danyang Liu, Frank Keller |
| 2023 | CogSci | Leveraging context for perceptual prediction using word embeddings. | Georgia-Ann Carter, Paul Hoffman, Frank Keller |
| 2023 | CVPR | Learning Action Changes by Measuring Verb-Adverb Textual Relationships. | Davide Moltisanti, Frank Keller, Hakan Bilen, Laura Sevilla-Lara |
| 2023 | EACL | Learning the Effects of Physical Actions in a Multi-modal Environment. | Gautier Dagan, Frank Keller, Alex Lascarides |
| 2023 | EMNLP | Semi-supervised multimodal coreference resolution in image narrations. | Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen |
| 2023 | EMNLP | Visual Storytelling with Question-Answer Plans. | Danyang Liu, Mirella Lapata, Frank Keller |
| 2023 | ICCV | Who are you referring to? Coreference resolution in image narrations. | Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen |
| 2022 | BMVC | A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos. | Anil Batra, Shreyank N. Gowda, Frank Keller, Laura Sevilla-Lara |
| 2022 | CogSci | Modeling Fixation Behavior in Reading with Character-level Neural Attention. | Songpeng Yan, Michael Hahn, Frank Keller |
| 2022 | CVPR | Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation. | Arushi Goel, Basura Fernando, Frank Keller, Hakan Bilen |
| 2022 | ECCV | Learn2Augment: Learning to Composite Videos for Data Augmentation in Action Recognition. | Shreyank N. Gowda, Marcus Rohrbach, Frank Keller, Laura Sevilla-Lara |
| 2022 | ECCV | CLASTER: Clustering with Reinforcement Learning for Zero-Shot Action Recognition. | Shreyank N. Gowda, Laura Sevilla-Lara, Frank Keller, Marcus Rohrbach |
| 2021 | AAAI | Movie Summarization via Sparse Graph Construction. | Pinelopi Papalampidi, Frank Keller, Mirella Lapata |
| 2021 | EMNLP | Memory and Knowledge Augmented Language Models for Inferring Salience in Long-Form Stories. | David Wilmot, Frank Keller |
| 2020 | ACL | Screenplay Summarization Using Latent Narrative Structure. | Pinelopi Papalampidi, Frank Keller, Lea Frermann, Mirella Lapata |
| 2020 | ACL | Suspense in Short Stories is Predicted By Uncertainty Reduction over Neural Story Representation. | David Wilmot, Frank Keller |
| 2020 | IJCNLP | Heads-up! Unsupervised Constituency Parsing via Self-Attention Heads. | Bowen Li, Taeuk Kim, Reinald Kim Amplayo, Frank Keller |
| 2019 | AAAI | Dependency Grammar Induction with a Neural Variational Transition-Based Parser. | Bowen Li, Jianpeng Cheng, Yang Liu, Frank Keller |
| 2019 | ACL | An Imitation Learning Approach to Unsupervised Parsing. | Bowen Li, Lili Mou, Frank Keller |
| 2019 | CogSci | Character-based Surprisal as a Model of Reading Difficulty in the Presence of Errors. | Michael Hahn, Frank Keller, Yonatan Bisk, Yonatan Belinkov |
| 2019 | CogSci | Inattentional Blindness in Visual Search. | Matt Rounds, Chris Lucas, Frank Keller |
| 2019 | EMNLP | Movie Plot Analysis via Turning Point Identification. | Pinelopi Papalampidi, Frank Keller, Mirella Lapata |
| 2019 | NAACL | Cross-lingual Visual Verb Sense Disambiguation. | Spandana Gella, Desmond Elliott, Frank Keller |
| 2018 | NAACL | An Evaluation of Image-Based Verb Prediction Models against Human Eye-Tracking Data. | Spandana Gella, Frank Keller |
| 2017 | ACL | An Analysis of Action Recognition Datasets for Language and Vision Tasks. | Spandana Gella, Frank Keller |
| 2017 | CVPR | Training Object Class Detectors with Click Supervision. | Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari |
| 2017 | EMNLP | Image Pivoting for Learning Multilingual Multimodal Representations. | Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata |
| 2017 | ICCV | Extreme Clicking for Efficient Object Annotation. | Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari |
| 2017 | IJCAI | Automatic Description Generation from Images: A Survey of Models, Datasets, and Evaluation Measures (Extended Abstract). | Raffaella Bernardi, Ruket akici, Desmond Elliott, Aykut Erdem, Erkut Erdem, Nazli Ikizler-Cinbis, Frank Keller, Adrian Muscat, Barbara Plank |
| 2016 | ACL | Weakly Supervised Part-of-speech Tagging Using Eye-tracking Data. | Maria Barrett, Joachim Bingel, Frank Keller, Anders Sgaard |
| 2016 | COLING | Cross-lingual Transfer of Correlations between Parts of Speech and Gaze Features. | Maria Barrett, Frank Keller, Anders Sgaard |
| 2016 | CVPR | We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification. | Dim P. Papadopoulos, Jasper R. R. Uijlings, Frank Keller, Vittorio Ferrari |
| 2016 | EMNLP | Modeling Human Reading with Neural Attention. | Michael Hahn, Frank Keller |
| 2016 | NAACL | Unsupervised Visual Sense Disambiguation for Verbs using Multimodal Embeddings. | Spandana Gella, Mirella Lapata, Frank Keller |
| 2015 | ACL | Semantic Role Labeling Improves Incremental Parsing. | Ioannis Konstas, Frank Keller |
| 2015 | CogSci | Cumulative Contextual Facilitation in Word Activation and Processing: Evidence from Distributional Modelling. | Diego Frassinelli, Frank Keller |
| 2014 | ACL | Comparing Automatic Evaluation Measures for Image Description. | Desmond Elliott, Frank Keller |
| 2014 | COLING | Query-by-Example Image Retrieval using Visual Dependency Representations. | Desmond Elliott, Victor Lavrenko, Frank Keller |
| 2014 | ECCV | Training Object Class Detectors from Eye Tracking Data. | Dim P. Papadopoulos, Alasdair D. F. Clarke, Frank Keller, Vittorio Ferrari |
| 2014 | EMNLP | Incremental Semantic Role Labeling with Tree Adjoining Grammar. | Ioannis Konstas, Frank Keller, Vera Demberg, Mirella Lapata |
| 2013 | CogSci | Object-based Saliency as a Predictor of Attention in Visual Tasks. | Michal Dziemianko, Alasdair D. F. Clarke, Frank Keller |
| 2013 | CogSci | The Effect of Incremental Context on Conceptual Processing: Evidence from Visual World and Reading Experiments. | Diego Frassinelli, Frank Keller, Christoph Scheepers |
| 2013 | EMNLP | Image Description using Visual Dependency Representations. | Desmond Elliott, Frank Keller |
| 2013 | EMNLP | Exploring the Utility of Joint Morphological and Syntactic Learning from Child-directed Speech. | Stella Frank, Frank Keller, Sharon Goldwater |
| 2012 | CogSci | A Bayesian Model of the Effect of Object Context on Visual Attention. | Ben Allison, Frank Keller, Moreno I. Coco |
| 2012 | CogSci | The Plausibility of Semantic Properties Generated by a Distributional Model: Evidence from a Visual World Experiment. | Diego Frassinelli, Frank Keller |
| 2011 | CogSci | Temporal Dynamics of Scan Patterns in Comprehension and Production. | Moreno I. Coco, Frank Keller |
| 2011 | CogSci | Incremental Learning of Target Locations in Visual Search. | Michal Dziemianko, Moreno I. Coco, Frank Keller |
| 2011 | EMNLP | A Model of Discourse Predictions in Human Sentence Processing. | Amit Dubey, Frank Keller, Patrick Sturt |
| 2010 | ACL | Cognitively Plausible Models of Human Language Processing. | Frank Keller |
| 2010 | ACL | Syntactic and Semantic Factors in Processing Difficulty: An Integrated Measure. | Jeff Mitchell, Mirella Lapata, Vera Demberg, Frank Keller |
| 2007 | EMNLP | Using Foreign Inclusion Detection to Improve Parsing Performance. | Beatrice Alex, Amit Dubey, Frank Keller |
| 2007 | NAACL | An Information Retrieval Approach to Sense Ranking. | Mirella Lapata, Frank Keller |
| 2006 | ACL | Integrating Syntactic Priming into an Incremental Probabilistic Parser, with an Application to Psycholinguistic Modeling. | Amit Dubey, Frank Keller, Patrick Sturt |
| 2006 | EACL | Modelling Semantic Role Pausibility in Human Sentence Processing. | Ulrike Pad, Matthew W. Crocker, Frank Keller |
| 2006 | EMNLP | Priming Effects in Combinatory Categorial Grammar. | David Reitter, Julia Hockenmaier, Frank Keller |
| 2006 | NAACL | Computational Modelling of Structural Priming in Dialogue. | David Reitter, Frank Keller, Johanna D. Moore |
| 2005 | ACL | Lexicalization in Crosslinguistic Probabilistic Parsing: The Case of French. | Abhishek Arun, Frank Keller |
| 2005 | NAACL | Parallelism in Coordination as an Instance of Syntactic Priming: Evidence from Corpus-based Modeling. | Amit Dubey, Patrick Sturt, Frank Keller |
| 2004 | EMNLP | The Entropy Rate Principle as a Predictor of Processing Effort: An Evaluation against Eye-tracking Data. | Frank Keller |
| 2004 | NAACL | The Web as a Baseline: Evaluating the Performance of Unsupervised Web-based Models for a Range of NLP Tasks. | Mirella Lapata, Frank Keller |
| 2003 | ACL | Probabilistic Parsing for German Using Sister-Head Dependencies. | Amit Dubey, Frank Keller |
| 2002 | EMNLP | Using the Web to Overcome Data Sparseness. | Frank Keller, Maria Lapata, Olga Ourioupina |
| 2001 | ACL | Evaluating Smoothing Algorithms against Plausibility Judgements. | Maria Lapata, Frank Keller, Scott McDonald |
| 1999 | EACL | Determinants of Adjective-Noun Plausibility. | Maria Lapata, Scott McDonald, Frank Keller |
| 1995 | EACL | Towards an Account of Extraposition in HPSG. | Frank Keller |