11.11.2024
MCML at EMNLP 2024
22 Accepted Papers (6 Main, 14 Findings, and 2 Workshops)
Conference on Empirical Methods in Natural Language Processing, Miami, FL, USA, Nov 12-16, 2024
We are happy to announce that MCML researchers have contributed a total of 22 papers to EMNLP 2024: 6 Main, 14 Findings, and 2 Workshop papers. Congrats to our researchers!
Main Track (6 papers)
L. Edman • H. Schmid • A. Fraser
CUTE: Measuring LLMs’ Understanding of Their Tokens.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
CUTE: Measuring LLMs’ Understanding of Their Tokens.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Y. J. Liu • T. Aoyama • W. Scivetti • Y. Zhu • S. Behzad • L. E. Levine • J. Lin • D. Tiwari • A. Zeldes
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
GDTB: Genre Diverse Data for English Shallow Discourse Parsing across Modalities, Text Types, and Domains.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
W. Lai • V. Hangya • A. Fraser
Style-Specific Neurons for Steering LLMs in Text Style Transfer.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Style-Specific Neurons for Steering LLMs in Text Style Transfer.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Y. Liu • Y. Zhang • Q. Li • T. Liu • S. Feng • D. Wang • Y. Zhang • H. Schütze
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
HiFT: A Hierarchical Full Parameter Fine-Tuning Strategy.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
M. Di Marco • A. Fraser
Subword Segmentation in LLMs: Looking at Inflection and Consistency.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Subword Segmentation in LLMs: Looking at Inflection and Consistency.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
P. Mondorf • B. Plank
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models.
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Findings Track (14 papers)
P. F. Balestrucci • S. Casola • S. M. Lo • V. Basile • A. Mazzei
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
I’m sure you’re a real scholar yourself: Exploring Ironic Content Generation by Large Language Models.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
B. Chen • X. Wang • S. Peng • R. Litschko • A. Korhonen • B. Plank
'Seeing the Big through the Small': Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
'Seeing the Big through the Small': Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations?
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Z. Ding • J. Wu • J. Wu • Y. Xia • V. Tresp
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
E. Garces Arias • J. Rodemann • M. Li • C. Heumann • M. Aßenmacher
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
A. Köksal • T. Schick • A. Korhonen • H. Schütze
LongForm: Effective Instruction Tuning with Reverse Instructions.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
LongForm: Effective Instruction Tuning with Reverse Instructions.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
R. Liao • M. Erler • H. Wang • G. Zhai • G. Zhang • Y. Ma • V. Tresp
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
VideoINSTA: Zero-shot Long Video Understanding via Informative Spatial-Temporal Reasoning with LLMs.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
A. Modarressi • A. Köksal • H. Schütze
Consistent Document-Level Relation Extraction via Counterfactuals.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Consistent Document-Level Relation Extraction via Counterfactuals.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
B. Ma • X. Wang • T. Hu • A.-C. Haensch • M. A. Hedderich • B. Plank • F. Kreuter
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
A. Sedova • R. Litschko • D. Frassinelli • B. Roth • B. Plank
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
M. Wang • L. Lange • H. Adel • J. Strötgen • H. Schütze
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
O. Xhelili • Y. Liu • H. Schütze
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
Breaking the Script Barrier in Multilingual Pre-Trained Language Models with Transliteration-Based Post-Training Alignment.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
A. Yüksel • A. Köksal • L. K. Senel • A. Korhonen • H. Schütze
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
TurkishMMLU: Measuring Massive Multitask Language Understanding in Turkish.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
R. Zhao • A. Köksal • Y. Liu • L. Weissweiler • A. Korhonen • H. Schütze
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
H. Zhang • J. Liu • Z. Han • S. Chen • B. He • V. Tresp • Z. Xu • J. Gu
Visual Question Decomposition on Multimodal Large Language Models.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Visual Question Decomposition on Multimodal Large Language Models.
Findings @EMNLP 2024 - Findings of the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
Workshops (2 papers)
K. Hämmerl • A. Manea • G. Vico • J. Helcl • J. Libovický
CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval.
MRL @EMNLP 2024 - 4th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval.
MRL @EMNLP 2024 - 4th Multilingual Representation Learning Workshop at the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI
J. Wang • L. Zuo • S. Peng • B. Plank
MultiClimate: Multimodal Stance Detection on Climate Change Videos.
NLP4PI @EMNLP 2024 - 3rd Workshop on NLP for Positive Impact at the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
MultiClimate: Multimodal Stance Detection on Climate Change Videos.
NLP4PI @EMNLP 2024 - 3rd Workshop on NLP for Positive Impact at the Conference on Empirical Methods in Natural Language Processing. Miami, FL, USA, Nov 12-16, 2024. DOI GitHub
Related
19.03.2026
Teaching Models to Say ‘I’m Not Sure’
Unified diffusion theory for images and text, bridging continuous and discrete models in one clear framework for generative AI.
12.03.2026
Digdeep Podcast: Will AI Make Our Lives Better – Or Just More Convenient, Prof. Sven Nyholm?
In the new episode of #digdeep MCML PI Sven Nyholm explains the improvements and convenience with AI.
10.03.2026
Reinhard Heckel Featured in FAZ
MCML PI Reinhard Heckel, featured in FAZ, explains how better data boosts AI performance and reduces bias.
