← Authors

Katja Filippova

23 papers · 2006–2023 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) πŸƒ Academic Marathon (17) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (24) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (7) 🐺 Lone Wolf (4) πŸ’Ž Century Club (23) ❓ The Questioner (2) πŸ—ƒοΈ Keyword Collector (52) πŸ”₯ Unstoppable (5)

Conferences

EMNLP (11) ACL (4) CONLL (2) EACL (2) NAACL (2) COLING (1) NIPS (1)

Top co-authors

Enrique Alfonseca (4) Jasmijn Bastings (4) Michael Strube (4) Andrea Schioppa (2) Sebastian Ebert (2) Polina Zablotskaia (2) Daniele Pighin (2) Artem Sokolov (2) David Vilar (1) Jean-Yves Delort (1)

Research topics

Resources & Methods (1)

Keywords

model interpretability (2) text generation (2) model debugging (2) feature attribution (2) neural network (2) knowledge editing (1) attention mechanism (1) domain adaptation (1) factual knowledge (1) training data attribution (1) evaluation methodology (1) neural text generation (1) curriculum learning (1) natural language generation (1) outlier detection (1) machine translation (1) covariate shift (1) language model (1) text classification (1) benchmark evaluation (1)

Papers

Theoretical and Practical Perspectives on what Influence Functions Do NIPS 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models EMNLP 2023
Make Every Example Count: On the Stability and Utility of Self-Influence for Learning from Noisy NLP Datasets EMNLP 2023
β€œWill You Find These Shortcuts?” A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification EMNLP 2022
We Need To Talk About Random Splits EACL 2021
Controlling Machine Translation for Multiple Attributes with Additive Interventions EMNLP 2021
The elephant in the interpretability room: Why use attention as explanation when we have saliency methods? EMNLP 2020
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data 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
Pattern Learning for Relation Extraction with a Hierarchical Topic Model ACL 2012
User Demographics and Language in an Implicit Social Network EMNLP 2012
User Demographics and Language in an Implicit Social Network CONLL 2012
Multi-Sentence Compression: Finding Shortest Paths in Word Graphs COLING 2010
Company-Oriented Extractive Summarization of Financial News EACL 2009
Tree Linearization in English: Improving Language Model Based Approaches NAACL 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