← Authors

Nicholas Monath

34 papers · 2018–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (61) 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (8) 🀝 Dynamic Duo (25) πŸ† Grand Slam 🧬 Topic Evolution πŸ† Keyword Champion (3) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (139) ⚑ Prolific Year (10) πŸ”₯ Unstoppable (8) πŸ’Ž Century Club (34)

Conferences

EMNLP (8) ACL (4) AISTATS (4) ICML (3) NIPS (3) AAAI (2) ICLR (2) IJCNLP (2) NAACL (2) COLING (1) EACL (1) INTERSPEECH (1) UAI (1)

Top co-authors

Andrew McCallum (25) Manzil Zaheer (12) Nishant Yadav (7) Amr Ahmed (6) Raghuveer Thirukovalluru (6) Rico Angell (5) Mrinmaya Sachan (5) Somnath Basu Roy Chowdhury (4) Snigdha Chaturvedi (4) Kumar Shridhar (4)

Keywords

hierarchical clustering (5) knowledge base (4) matrix factorization (3) cur decomposition (3) coreference resolution (3) retrieval-augmented generation (2) exact inference (2) neural semantic parser (2) combinatorial optimization (2) uncertainty quantification (2) partition function (2) nearest neighbor search (2) probabilistic modeling (2) knowledge graph (2) information retrieval (2) named entity recognition (2) representation learning (2) semantic parsing (2) dynamic programming (2) logical form (2)

Papers

PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
Fundamental Limits of Perfect Concept Erasure AISTATS 2025
SIKeD: Self-guided Iterative Knowledge Distillation for Mathematical Reasoning ACL 2025
Sequence Reducible Holdout Loss for Language Model Pretraining COLING 2024
A Fresh Take on Stale Embeddings: Improving Dense Retriever Training with Corrector Networks ICML 2024
Adaptive Retrieval and Scalable Indexing for k-NN Search with Cross-Encoders ICLR 2024
Analysis of Plan-based Retrieval for Grounded Text Generation EMNLP 2024
Enhancing Group Fairness in Online Settings Using Oblique Decision Forests ICLR 2024
Unsupervised Opinion Summarization Using Approximate Geodesics EMNLP 2023
Robust Concept Erasure via Kernelized Rate-Distortion Maximization NIPS 2023
Longtonotes: OntoNotes with Longer Coreference Chains EACL 2023
Efficient k-NN Search with Cross-Encoders using Adaptive Multi-Round CUR Decomposition EMNLP 2023
Improving Dual-Encoder Training through Dynamic Indexes for Negative Mining AISTATS 2023
Autoregressive Structured Prediction with Language Models EMNLP 2022
Interactive Correlation Clustering with Existential Cluster Constraints ICML 2022
An Evaluative Measure of Clustering Methods Incorporating Hyperparameter Sensitivity AAAI 2022
Sublinear Time Approximation of Text Similarity Matrices AAAI 2022
Entity Linking via Explicit Mention-Mention Coreference Modeling NAACL 2022
Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022
Exact and approximate hierarchical clustering using A* UAI 2021
Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NIPS 2021
Scaling Within Document Coreference to Long Texts ACL 2021
Knowledge Informed Semantic Parsing for Conversational Question Answering ACL 2021
Cluster Trellis: Data Structures & Algorithms for Exact Inference in Hierarchical Clustering AISTATS 2021
DAG-Structured Clustering by Nearest Neighbors AISTATS 2021
Event and Entity Coreference using Trees to Encode Uncertainty in Joint Decisions EMNLP 2021
Scaling Within Document Coreference to Long Texts IJCNLP 2021
Knowledge Informed Semantic Parsing for Conversational Question Answering IJCNLP 2021
Clustering-based Inference for Biomedical Entity Linking NAACL 2021
Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion EMNLP 2020
Optimal Transport-based Alignment of Learned Character Representations for String Similarity ACL 2019
Supervised Hierarchical Clustering with Exponential Linkage ICML 2019
Play Duration Based User-Entity Affinity Modeling in Spoken Dialog System INTERSPEECH 2018
Compact Representation of Uncertainty in Clustering NIPS 2018