Annemarie Friedrich
41 papers · 2012–2026 · 11 venues · across top CS/AI venues
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large language model
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table question answering
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universal dependencies
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information extraction
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dependency parsing
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natural language understanding
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multimodal large language model
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text classification
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natural language processing
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multi-agent collaboration
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dense retrieval
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tool use
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materials science
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few-shot learning
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computational linguistics
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syntactic parsing
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question answering
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named entity recognition
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multimodal learning
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code generation
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Papers
A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving
AAAI 2026
Table Question Answering in the Era of Large Language Models: A Comprehensive Survey of Tasks, Methods, and Evaluation
ACL 2026
WWTC@UniA at SemEval-2026 Task 13: BERT-based Code Authorship Detection and Qualitative Analysis
SemEval 2026
Coling-UniA at SciVQA 2025: Few-Shot Example Retrieval and Confidence-Informed Ensembling for Multimodal Large Language Models
ACL 2025
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering
NAACL 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data
SemEval 2025
LGAR: Zero-Shot LLM-Guided Neural Ranking for Abstract Screening in Systematic Literature Reviews
ACL 2025
p²-TQA: A Process-based Preference Learning Framework for Self-Improving Table Question Answering Models
IJCNLP 2025
PAP2PAT: Benchmarking Outline-Guided Long-Text Patent Generation with Patent-Paper Pairs
ACL 2025
Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges
ACL 2025
RITT: A Retrieval-Assisted Framework with Image and Text Table Representations for Table Question Answering
ACL 2025
Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering
ACL 2025
AnnoCTR: A Dataset for Detecting and Linking Entities, Tactics, and Techniques in Cyber Threat Reports
COLING 2024
FREB-TQA: A Fine-Grained Robustness Evaluation Benchmark for Table Question Answering
NAACL 2024
QUITE: Quantifying Uncertainty in Natural Language Text in Bayesian Reasoning Scenarios
EMNLP 2024
SciOL and MuLMS-Img: Introducing a Large-Scale Multimodal Scientific Dataset and Models for Image-Text Tasks in the Scientific Domain
WACV 2024
A Kind Introduction to Lexical and Grammatical Aspect, with a Survey of Computational Approaches
EACL 2023
A Survey of Methods for Addressing Class Imbalance in Deep-Learning Based Natural Language Processing
EACL 2023
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text
EMNLP 2023
MuLMS: A Multi-Layer Annotated Text Corpus for Information Extraction in the Materials Science Domain
AACL 2023
MuLMS-AZ: An Argumentative Zoning Dataset for the Materials Science Domain
ACL 2023
MiST: a Large-Scale Annotated Resource and Neural Models for Functions of Modal Verbs in English Scientific Text
EMNLP 2022
Three Real-World Datasets and Neural Computational Models for Classification Tasks in Patent Landscaping
EMNLP 2022
A Corpus Study of Creating Rule-Based Enhanced Universal Dependencies for German
EMNLP 2021
A Crash Course on Ethics for Natural Language Processing
NAACL 2021
Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary
ACL 2021
Coordinate Constructions in English Enhanced Universal Dependencies: Analysis and Computational Modeling
EACL 2021
Negation-Instance Based Evaluation of End-to-End Negation Resolution
CoNLL 2021
RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages
ACL 2021
ClusterDataSplit: Exploring Challenging Clustering-Based Data Splits for Model Performance Evaluation
EMNLP 2020
RobertNLP at the IWPT 2020 Shared Task: Surprisingly Simple Enhanced UD Parsing for English
ACL 2020
The SOFC-Exp Corpus and Neural Approaches to Information Extraction in the Materials Science Domain
ACL 2020
Unifying the Treatment of Preposition-Determiner Contractions in German Universal Dependencies Treebanks
COLING 2020
Proceedings of the 13th Linguistic Annotation Workshop
ACL 2019
Annotating tense, mood and voice for English, French and German
ACL 2017
Classification of telicity using cross-linguistic annotation projection
EMNLP 2017
Situation entity types: automatic classification of clause-level aspect
ACL 2016
Automatic recognition of habituals: a three-way classification of clausal aspect
EMNLP 2015
Discourse-sensitive Automatic Identification of Generic Expressions
ACL 2015
Automatic prediction of aspectual class of verbs in context
ACL 2014
A Comparison of Knowledge-based Algorithms for Graded Word Sense Assignment
COLING 2012