← Authors

Julia Hockenmaier

55 papers · 2002–2026 · 11 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (23) πŸ—ΊοΈ Taxonomy Completionist (53) 🐝 Cross-Pollinator (15) 🌟 Keyword Trendsetter Combo (3) 🐺 Lone Wolf (3) 🧬 Topic Evolution πŸ”₯ Unstoppable (10) πŸ’Ž Century Club (54) πŸ—ƒοΈ Keyword Collector (116) πŸš€ Conference Pioneer ⚑ Prolific Year (6) ❓ The Questioner (2)

Conferences

ACL (15) EMNLP (13) COLING (6) IJCNLP (6) NAACL (5) EACL (3) CONLL (2) ICCV (2) AACL (1) IJCAI (1) SEMEVAL (1)

Top co-authors

Yonatan Bisk (8) Mark Steedman (6) Ikhyun Cho (5) Stephen Clark (4) Heng Ji (4) Rajarshi Haldar (3) Alice Lai (3) Liliang Ren (2) Bryan A. Plummer (2) Steven Baker (2)

Keywords

large language model (7) natural language inference (3) in-context learning (3) causal probing (2) dialogue system (2) phrase grounding (2) textual entailment (2) sparse autoencoder (2) structured prediction (2) instruction following (2) natural language generation (2) prompt engineering (2) text classification (2) morphological inflection (2) representation learning (2) language model (2) image captioning (2) foundation model (2) retrieval-augmented generation (2) conditional random field (2)

Papers

Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning EACL 2026
Entailment-Preserving First-order Logic Representations in Natural Language Entailment ACL 2025
How Reliable are Causal Probing Interventions? IJCNLP 2025
Rating Roulette: Self-Inconsistency in LLM-As-A-Judge Frameworks EMNLP 2025
On the Versatility of Sparse Autoencoders for In-Context Learning EMNLP 2025
Evaluating Step-by-step Reasoning Traces: A Survey EMNLP 2025
Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025
The Power of Bullet Lists: A Simple Yet Effective Prompting Approach to Enhancing Spatial Reasoning in Large Language Models NAACL 2025
How Reliable are Causal Probing Interventions? AACL 2025
Analyzing the Performance of Large Language Models on Code Summarization COLING 2024
Tutor-ICL: Guiding Large Language Models for Improved In-Context Learning Performance EMNLP 2024
A Framework for Bidirectional Decoding: Case Study in Morphological Inflection EMNLP 2023
Multimedia Generative Script Learning for Task Planning ACL 2023
SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token EMNLP 2023
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction IJCNLP 2021
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction ACL 2021
University of Illinois Submission to the SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ACL 2020
Learning to execute instructions in a Minecraft dialogue ACL 2020
A Multi-Perspective Architecture for Semantic Code Search ACL 2020
Collaborative Dialogue in Minecraft ACL 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field IJCNLP 2019
Phrase Grounding by Soft-Label Chain Conditional Random Field EMNLP 2019
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing EMNLP 2018
Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues ICCV 2017
Natural Language Inference from Multiple Premises IJCNLP 2017
Learning to Predict Denotational Probabilities For Modeling Entailment EACL 2017
Evaluating Induced CCG Parsers on Grounded Semantic Parsing EMNLP 2016
Labeled Grammar Induction with Minimal Supervision IJCNLP 2015
Labeled Grammar Induction with Minimal Supervision ACL 2015
Framing Image Description as a Ranking Task: Data, Models and Evaluation Metrics (Extended Abstract) IJCAI 2015
Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction IJCNLP 2015
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models ICCV 2015
Probing the Linguistic Strengths and Limitations of Unsupervised Grammar Induction ACL 2015
Illinois-LH: A Denotational and Distributional Approach to Semantics SEMEVAL 2014
Proceedings of the Seventeenth Conference on Computational Natural Language Learning CONLL 2013
Proceedings of the 2013 NAACL HLT Student Research Workshop NAACL 2013
Induction of Linguistic Structure with Combinatory Categorial Grammars NAACL 2012
Beefmoves: Dissemination, Diversity, and Dynamics of English Borrowings in a German Hip Hop Forum ACL 2012
Shallow Information Extraction from Medical Forum Data COLING 2010
Citation Author Topic Model in Expert Search COLING 2010
Normal-form parsing for Combinatory Categorial Grammars with generalized composition and type-raising COLING 2010
Cross-Caption Coreference Resolution for Automatic Image Understanding CONLL 2010
Wide-Coverage NLP with Linguistically Expressive Grammars ACL 2010
Proceedings of the NAACL HLT 2010 Student Research Workshop NAACL 2010
Protein folding and chart parsing EMNLP 2006
Priming Effects in Combinatory Categorial Grammar EMNLP 2006
Creating a CCGbank and a Wide-Coverage CCG Lexicon for German ACL 2006
Creating a CCGbank and a Wide-Coverage CCG Lexicon for German COLING 2006
Wide-Coverage Semantic Representations from a CCG Parser COLING 2004
Example Selection for Bootstrapping Statistical Parsers NAACL 2003
Identifying Semantic Roles Using Combinatory Categorial Grammar EMNLP 2003
Bootstrapping statistical parsers from small datasets EACL 2003
Parsing with Generative Models of Predicate-Argument Structure ACL 2003
Building Deep Dependency Structures using a Wide-Coverage CCG Parser ACL 2002
Generative Models for Statistical Parsing with Combinatory Categorial Grammar ACL 2002