Katja Filippova
24 papers · 2006–2026 · 7 conferences · across top CS/AI conferences
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πΊοΈ Taxonomy Completionist (24) π Conference Polyglot (7) π Academic Marathon (17) π Interdisciplinary Bridge π§ Keyword Pioneer
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Conference Polyglot
(7)
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(4)
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Century Club
(23)
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(2)
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Keyword Collector
(52)
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Unstoppable
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Conferences
EMNLP (11)
ACL (5)
CONLL (2)
EACL (2)
NAACL (2)
COLING (1)
NIPS (1)
Top co-authors
Research topics
Keywords
text generation
(2)
representation learning
(2)
model debugging
(2)
feature attribution
(2)
model interpretability
(2)
neural network
(2)
knowledge editing
(1)
attention mechanism
(1)
domain adaptation
(1)
natural language generation
(1)
factual knowledge
(1)
evaluation methodology
(1)
neural text generation
(1)
curriculum learning
(1)
outlier detection
(1)
in-context learning
(1)
machine translation
(1)
covariate shift
(1)
language model
(1)
text classification
(1)
Papers
Language Models Struggle to Use Representations Learned In-Context
ACL 2026
Theoretical and Practical Perspectives on what Influence Functions Do
NIPS 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets
EMNLP 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models
EMNLP 2023
βWill You Find These Shortcuts?β A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
EMNLP 2022
Controlling Machine Translation for Multiple Attributes with Additive Interventions
EMNLP 2021
We Need To Talk About Random Splits
EACL 2021
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data
EMNLP 2020
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods?
EMNLP 2020
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!
CONLL 2018
Idest: Learning a Distributed Representation for Event Patterns
NAACL 2015
Sentence Compression by Deletion with LSTMs
EMNLP 2015
Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization
ACL 2014
Opinion Mining on YouTube
ACL 2014
Overcoming the Lack of Parallel Data in Sentence Compression
EMNLP 2013
User Demographics and Language in an Implicit Social Network
EMNLP 2012
User Demographics and Language in an Implicit Social Network
CONLL 2012
Pattern Learning for Relation Extraction with a Hierarchical Topic Model
ACL 2012
Multi-Sentence Compression: Finding Shortest Paths in Word Graphs
COLING 2010
Tree Linearization in English: Improving Language Model Based Approaches
NAACL 2009
Company-Oriented Extractive Summarization of Financial News
EACL 2009
Sentence Fusion via Dependency Graph Compression
EMNLP 2008
Generating Constituent Order in German Clauses
ACL 2007
Using linguistically motivated features for paragraph boundary identification
EMNLP 2006