Tahira Naseem
28 papers · 2008–2024 · 6 venues · across top CS/AI venues
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🗺️ Taxonomy Completionist (52) 🏃 Academic Marathon · Full 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Research topics
Natural Language Processing
(17)
Machine Learning
(12)
Deep Learning
(11)
Artificial Intelligence
(10)
Core AI
(10)
Architectures
(8)
Core Methods
(8)
Understanding
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Applications
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Learning Types · Deep Learning
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Generation
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Learning Types · Machine Learning
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Application Areas
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Optimization & Theory
(3)
Resources & Methods
(3)
Keywords
semantic parsing
(9)
abstract meaning representation
(7)
amr parsing
(6)
transition-based parsing
(6)
graph parsing
(3)
transformer architecture
(3)
graph representation
(3)
transfer learning
(3)
neural network
(2)
dependency parsing
(2)
reinforcement learning
(2)
semantic representation
(2)
synthetic data
(2)
knowledge base question answering
(2)
semantic graph
(2)
language model
(2)
document parsing
(1)
word alignment
(1)
in-context learning
(1)
autoregressive generation
(1)
Papers
A Grounded Preference Model for LLM Alignment
ACL 2024
BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback
ICML 2024
Alignment via Mutual Information
CoNLL 2023
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs
EMNLP 2023
Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing
ACL 2023
A Two-Stage Approach towards Generalization in Knowledge Base Question Answering
EMNLP 2022
DocAMR: Multi-Sentence AMR Representation and Evaluation
NAACL 2022
Inducing and Using Alignments for Transition-based AMR Parsing
NAACL 2022
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
NAACL 2022
X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization
EMNLP 2022
AMR Parsing with Action-Pointer Transformer
NAACL 2021
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering
ACL 2021
Bootstrapping Multilingual AMR with Contextual Word Alignments
EACL 2021
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
Structural Guidance for Transformer Language Models
ACL 2021
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing
EMNLP 2021
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation
ACL 2020
Pushing the Limits of AMR Parsing with Self-Learning
EMNLP 2020
Transition-based Parsing with Stack-Transformers
EMNLP 2020
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning
ACL 2019
IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing
CoNLL 2018
Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP
ACL 2018
Selective Sharing for Multilingual Dependency Parsing
ACL 2012
In-domain Relation Discovery with Meta-constraints via Posterior Regularization
ACL 2011
Using Universal Linguistic Knowledge to Guide Grammar Induction
EMNLP 2010
Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach
NAACL 2009
Unsupervised Multilingual Grammar Induction
ACL 2009
Unsupervised Multilingual Learning for POS Tagging
EMNLP 2008