Iryna Gurevych
- Papers
- 64
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Authored papers
64SciCoQA: Quality Assurance for Scientific Paper--Code Alignment
arXiv 2026
Themis: Training Robust Multilingual Code Reward Models for Flexible Multi-Criteria Scoring
arXiv 2026
MathTutorBench: A Benchmark for Measuring Open-ended Pedagogical Capabilities of LLM Tutors
arXiv 2025
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning
arXiv 2025
LazyReview A Dataset for Uncovering Lazy Thinking in NLP Peer Reviews
arXiv 2025
PeerQA: A Scientific Question Answering Dataset from Peer Reviews
arXiv 2025
ObscuraCoder: Powering Efficient Code LM Pre-Training Via Obfuscation Grounding
arXiv 2025
The Inherent Limits of Pretrained LLMs: The Unexpected Convergence of Instruction Tuning and In-Context Learning Capabilities
arXiv 2025
GenAI Content Detection Task 1: English and Multilingual Machine-Generated Text Detection: AI vs. Human
arXiv 2025
GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval
arXiv 2025
Turning Logic Against Itself : Probing Model Defenses Through Contrastive Questions
arXiv 2025
NeoQA: Evidence-based Question Answering with Generated News Events
arXiv 2025
Stepwise Verification and Remediation of Student Reasoning Errors with Large Language Model Tutors
arXiv 2024
OpenFactCheck: A Unified Framework for Factuality Evaluation of LLMs
arXiv 2024
Fine-Tuning with Divergent Chains of Thought Boosts Reasoning Through Self-Correction in Language Models
arXiv 2024
Triple-Encoders: Representations That Fire Together, Wire Together
arXiv 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection
arXiv 2024
Are Large Language Models Good Classifiers? A Study on Edit Intent Classification in Scientific Document Revisions
arXiv 2024
LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection
arXiv 2024
$\texttt{MixGR}$: Enhancing Retriever Generalization for Scientific Domain through Complementary Granularity
arXiv 2024
DARA: Decomposition-Alignment-Reasoning Autonomous Language Agent for Question Answering over Knowledge Graphs
arXiv 2024
Learning from Implicit User Feedback, Emotions and Demographic Information in Task-Oriented and Document-Grounded Dialogues
arXiv 2024
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models
arXiv 2024
Variational Learning is Effective for Large Deep Networks
arXiv 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs
arXiv 2024
IRCoder: Intermediate Representations Make Language Models Robust Multilingual Code Generators
arXiv 2024
RIRAG: Regulatory Information Retrieval and Answer Generation
arXiv 2024
FIRE: Fact-checking with Iterative Retrieval and Verification
arXiv 2024
Localizing and Mitigating Errors in Long-form Question Answering
arXiv 2024
M2QA: Multi-domain Multilingual Question Answering
arXiv 2024
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization
arXiv 2024
MathDial: A Dialogue Tutoring Dataset with Rich Pedagogical Properties Grounded in Math Reasoning Problems
arXiv 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning
arXiv 2023
M4: Multi-generator, Multi-domain, and Multi-lingual Black-Box Machine-Generated Text Detection
arXiv 2023
Model Merging by Uncertainty-Based Gradient Matching
arXiv 2023
DAPR: A Benchmark on Document-Aware Passage Retrieval
arXiv 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification
arXiv 2023
Opportunities and Challenges in Neural Dialog Tutoring
arXiv 2023
Measuring Pointwise $\mathcal{V}$-Usable Information In-Context-ly
arXiv 2023
Exploring Jiu-Jitsu Argumentation for Writing Peer Review Rebuttals
arXiv 2023
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study
arXiv 2023
Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
arXiv 2023
UKP-SQuARE v3: A Platform for Multi-Agent QA Research
arXiv 2023
Are Emergent Abilities in Large Language Models just In-Context Learning?
arXiv 2023
Learning From Free-Text Human Feedback -- Collect New Datasets Or Extend Existing Ones?
arXiv 2023
Mining Legal Arguments in Court Decisions
arXiv 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking
arXiv 2022
TexPrax: A Messaging Application for Ethical, Real-time Data Collection and Annotation
arXiv 2022
What to Pre-Train on? Efficient Intermediate Task Selection
EMNLP 2021 11
xGQA: Cross-Lingual Visual Question Answering
Findings (ACL) 2022 5
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning
EMNLP 2021 11
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models
arXiv 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
NAACL 2022 7
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
arXiv 2021
MetaQA: Combining Expert Agents for Multi-Skill Question Answering
arXiv 2021
Learning to Reason for Text Generation from Scientific Tables
arXiv 2021
TWEAC: Transformer with Extendable QA Agent Classifiers
arXiv 2021
AdapterHub: A Framework for Adapting Transformers
EMNLP 2020 11
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks
NAACL 2021 4
MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale
EMNLP 2020 11
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
EMNLP 2021 11
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models
ACL 2021 5
Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems
text-processing-like-humans-do-visually-1
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!
cross-lingual-argumentation-mining-machine-1
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