Gerald Penn

Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models AAAI 2026 An Analysis of Scoring Methods for Reranking in Large Language Model Story Generation NAACL 2025 Inside-Outside Algorithm for Probabilistic Product-Free Lambek Categorial Grammar COLING 2025 Sheaf Discovery with Joint Computation Graph Pruning and Flexible Granularity EMNLP 2025 Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning EMNLP 2025 Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025 Multi-Agent Based Character Simulation for Story Writing NAACL 2025 Quantifying the Role of Textual Predictability in Automatic Speech Recognition INTERSPEECH 2024 ConTempo: A Unified Temporally Contrastive Framework for Temporal Relation Extraction ACL 2024 A Generative Model for Lambek Categorial Sequents COLING 2024 LCGbank: A Corpus of Syntactic Analyses Based on Proof Nets COLING 2024 LLM-supertagger: Categorial Grammar Supertagging via Large Language Models EMNLP 2024 What does the Knowledge Neuron Thesis Have to do with Knowledge? ICLR 2024 Discourse Information for Document-Level Temporal Dependency Parsing ACL 2023 Decomposed scoring of CCG dependencies ACL 2023 Does BERT Rediscover a Classical NLP Pipeline? COLING 2022 Using Roark-Hollingshead Distance to Probe BERT’s Syntactic Competence EMNLP 2022 A Taxonomical NLP Blueprint to Support Financial Decision Making through Information-Centred Interactions EMNLP 2022 The Chinese Remainder Theorem for Compact, Task-Precise, Efficient and Secure Word Embeddings EACL 2021 Reanalyzing the Most Probable Sentence Problem: A Case Study in Explicating the Role of Entropy in Algorithmic Complexity EACL 2021 Structural Realization with GGNNs NAACL 2021 Proof Net Structure for Neural Lambek Categorial Parsing IJCNLP 2021 Proof Net Structure for Neural Lambek Categorial Parsing ACL 2021 Statistically Evaluating Social Media Sentiment Trends towards COVID-19 Non-Pharmaceutical Interventions with Event Studies NAACL 2021 Grammaticality and Language Modelling EMNLP 2020 Supertagging with CCG primitives ACL 2020 Extracting Mel-Frequency and Bark-Frequency Cepstral Coefficients from Encrypted Signals INTERSPEECH 2019 Rationally Reappraising ATIS-based Dialogue Systems ACL 2019 Evaluating Sentiment Analysis in the Context of Securities Trading ACL 2016 Pronunciation Error Detection for New Language Learners INTERSPEECH 2016 Unsupervised Sentence Enhancement for Automatic Summarization EMNLP 2014 Towards Robust Abstractive Multi-Document Summarization: A Caseframe Analysis of Centrality and Domain ACL 2013 The mathematics of language learning ACL 2013 Probabilistic Domain Modelling With Contextualized Distributional Semantic Vectors ACL 2013 Evaluating Distributional Models of Semantics for Syntactically Invariant Inference EACL 2012 Unsupervised Detection of Downward-Entailing Operators By Maximizing Classification Certainty EACL 2012 On Panini and the Generative Capacity of Contextualized Replacement Systems COLING 2012 Flexible Structural Analysis of Near-Meet-Semilattices for Typed Unification-Based Grammar Design COLING 2012 Indexing Spoken Documents with Hierarchical Semantic Structures: Semantic Tree-to-string Alignment Models IJCNLP 2011 Imposing Hierarchical Browsing Structures onto Spoken Documents COLING 2010 A Generalized-Zero-Preserving Method for Compact Encoding of Concept Lattices ACL 2010 An Exact A* Method for Deciphering Letter-Substitution Ciphers ACL 2010 Utilizing Extra-Sentential Context for Parsing EMNLP 2010 Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics NAACL 2010 Entity-Based Local Coherence Modelling Using Topological Fields ACL 2010 Accurate Context-Free Parsing with Combinatory Categorial Grammar ACL 2010 Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data ACL 2009 Summarizing multiple spoken documents: finding evidence from untranscribed audio IJCNLP 2009 Improving Automatic Speech Recognition for Lectures through Transformation-based Rules Learned from Minimal Data IJCNLP 2009 Topological Field Parsing of German ACL 2009 Summarizing multiple spoken documents: finding evidence from untranscribed audio ACL 2009 Topological Field Parsing of German IJCNLP 2009 A Critical Reassessment of Evaluation Baselines for Speech Summarization ACL 2008 Interactive Visualization for Computational Linguistics ACL 2008 Comparing the roles of textual, acoustic and spoken-language features on spontaneous-conversation summarization NAACL 2006 Quantitative Methods for Classifying Writing Systems NAACL 2006 Head-Driven Parsing for Word Lattices ACL 2004 Optimizing Typed Feature Structure Grammar Parsing through Non-Statistical Indexing ACL 2004 Balancing Clarity and Efficiency in Typed Feature Logic Through Delaying ACL 2004 AVM Description Compilation using Types as Modes EACL 2003 Topological Parsing EACL 2003 A Tabulation-Based Parsing Method that Reduces Copying ACL 2003 Generalized Encoding of Description Spaces and its Application to Typed Feature Structures ACL 2002 Tractability and Structural Closures in Attribute Logic Type Signatures ACL 2001