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ORCIDHinrich Schütze
Person information
- affiliation: Ludwig Maximilian University of Munich, Center for Information and Language Processing, Germany
- affiliation (former): University of Stuttgart, Institute for Natural Language Processing, Germany
- affiliation (former): Stanford University, CA, USA
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2020 – today
- 2023
[c253]Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze:
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. ACL (1) 2023: 1082-1117- [c252]Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank:
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives. ACL (2) 2023: 1843-1852 - [c251]Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. ACL (1) 2023: 3295-3310 - [c250]Zhen Han, Ruotong Liao, Jindong Gu, Yao Zhang, Zifeng Ding, Yujia Gu, Heinz Koeppl, Hinrich Schütze, Volker Tresp:
ECOLA: Enhancing Temporal Knowledge Embeddings with Contextualized Language Representations. ACL (Findings) 2023: 5433-5447 - [c249]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. ACL (Findings) 2023: 8320-8340 - [c248]Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze:
A Crosslingual Investigation of Conceptualization in 1335 Languages. ACL (1) 2023: 12969-13000 - [c247]Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser:
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. IWSLT@ACL 2023: 491-502 - [c246]Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze:
GIRT-Data: Sampling GitHub Issue Report Templates. MSR 2023: 104-108 - [c245]Verena Blaschke, Hinrich Schütze, Barbara Plank:
A Survey of Corpora for Germanic Low-Resource Languages and Dialects. NoDaLiDa 2023: 392-414 - [c244]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. SemEval@ACL 2023: 488-497 - [c243]Verena Blaschke, Hinrich Schütze, Barbara Plank:
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages. VarDial@EACL 2023: 40-54 - [i182]Leonie Weissweiler, Taiqi He, Naoki Otani, David R. Mortensen, Lori S. Levin, Hinrich Schütze:
Construction Grammar Provides Unique Insight into Neural Language Models. CoRR abs/2302.02178 (2023) - [i181]Amir Hossein Kargaran, Nafiseh Nikeghbal, Abbas Heydarnoori, Hinrich Schütze:
MenuCraft: Interactive Menu System Design with Large Language Models. CoRR abs/2303.04496 (2023) - [i180]Nafiseh Nikeghbal, Amir Hossein Kargaran, Abbas Heydarnoori, Hinrich Schütze:
GIRT-Data: Sampling GitHub Issue Report Templates. CoRR abs/2303.09236 (2023) - [i179]Antonis Maronikolakis, Abdullatif Köksal, Hinrich Schütze:
Sociocultural knowledge is needed for selection of shots in hate speech detection tasks. CoRR abs/2304.01890 (2023) - [i178]Abdullatif Köksal, Timo Schick, Anna Korhonen, Hinrich Schütze:
LongForm: Optimizing Instruction Tuning for Long Text Generation with Corpus Extraction. CoRR abs/2304.08460 (2023) - [i177]Verena Blaschke, Hinrich Schütze, Barbara Plank:
A Survey of Corpora for Germanic Low-Resource Languages and Dialects. CoRR abs/2304.09805 (2023) - [i176]Verena Blaschke, Hinrich Schütze, Barbara Plank:
Does Manipulating Tokenization Aid Cross-Lingual Transfer? A Study on POS Tagging for Non-Standardized Languages. CoRR abs/2304.10158 (2023) - [i175]Mingyang Wang, Heike Adel, Lukas Lange, Jannik Strötgen, Hinrich Schütze:
NLNDE at SemEval-2023 Task 12: Adaptive Pretraining and Source Language Selection for Low-Resource Multilingual Sentiment Analysis. CoRR abs/2305.00090 (2023) - [i174]Yihong Liu, Haotian Ye, Leonie Weissweiler, Philipp Wicke, Renhao Pei, Robert Zangenfeind, Hinrich Schütze:
A Crosslingual Investigation of Conceptualization in 1335 Languages. CoRR abs/2305.08475 (2023) - [i173]Chunlan Ma, Ayyoob Imani, Haotian Ye, Ehsaneddin Asgari, Hinrich Schütze:
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages. CoRR abs/2305.08487 (2023) - [i172]Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André F. T. Martins, François Yvon, Hinrich Schütze:
Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages. CoRR abs/2305.12182 (2023) - [i171]Yihong Liu, Haotian Ye, Leonie Weissweiler, Hinrich Schütze:
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs. CoRR abs/2305.12818 (2023) - [i170]Abdullatif Köksal, Omer Faruk Yalcin, Ahmet Akbiyik, M. Tahir Kilavuz, Anna Korhonen, Hinrich Schütze:
Language-Agnostic Bias Detection in Language Models. CoRR abs/2305.13302 (2023) - [i169]Haotian Ye, Yihong Liu, Hinrich Schütze:
A study of conceptual language similarity: comparison and evaluation. CoRR abs/2305.13401 (2023) - [i168]Peiqin Lin, Chengzhi Hu, Zheyu Zhang, André F. T. Martins, Hinrich Schütze:
mPLM-Sim: Unveiling Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models. CoRR abs/2305.13684 (2023) - [i167]Nora Kassner, Oyvind Tafjord, Ashish Sabharwal, Kyle Richardson, Hinrich Schütze, Peter Clark:
Language Models with Rationality. CoRR abs/2305.14250 (2023) - [i166]Ali Modarressi, Ayyoob Imani, Mohsen Fayyaz, Hinrich Schütze:
RET-LLM: Towards a General Read-Write Memory for Large Language Models. CoRR abs/2305.14322 (2023) - [i165]Yongkang Liu, Shi Feng, Daling Wang, Yifei Zhang, Hinrich Schütze:
Evaluate What You Can't Evaluate: Unassessable Generated Responses Quality. CoRR abs/2305.14658 (2023) - [i164]Xinpeng Wang, Leonie Weissweiler, Hinrich Schütze, Barbara Plank:
How to Distill your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives. CoRR abs/2305.15032 (2023) - [i163]Yihong Liu, Alexandra Chronopoulou, Hinrich Schütze, Alexander Fraser:
On the Copying Problem of Unsupervised NMT: A Training Schedule with a Language Discriminator Loss. CoRR abs/2305.17182 (2023) - [i162]Victor Steinborn, Antonis Maronikolakis, Hinrich Schütze:
Politeness Stereotypes and Attack Vectors: Gender Stereotypes in Japanese and Korean Language Models. CoRR abs/2306.09752 (2023) - [i161]Philipp Wicke, Lütfi Kerem Senel, Shengqiang Zhang, Luis F. C. Figueredo, Abdeldjallil Naceri, Sami Haddadin, Hinrich Schütze:
Towards Language-Based Modulation of Assistive Robots through Multimodal Models. CoRR abs/2306.14830 (2023) - [i160]Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze:
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. CoRR abs/2307.07880 (2023) - [i159]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. CoRR abs/2308.04645 (2023) - [i158]Amir Hossein Kargaran, François Yvon, Hinrich Schütze:
GlotScript: A Resource and Tool for Low Resource Writing System Identification. CoRR abs/2309.13320 (2023) - 2022
- [j32]Philipp Dufter, Martin Schmitt, Hinrich Schütze:
Position Information in Transformers: An Overview. Comput. Linguistics 48(3): 733-763 (2022) - [j31]Lütfi Kerem Senel
, Furkan Sahinuç, Veysel Yücesoy, Hinrich Schütze, Tolga Çukur, Aykut Koç:
Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts. Inf. Process. Manag. 59(3): 102925 (2022) - [j30]Timo Schick, Hinrich Schütze:
True Few-Shot Learning With Prompts - A Real-World Perspective. Trans. Assoc. Comput. Linguistics 10: 716-731 (2022) - [c242]Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp:
Improving Scene Graph Classification by Exploiting Knowledge from Texts. AAAI 2022: 2189-2197 - [c241]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers. ACL (2) 2022: 385-393 - [c240]Lütfi Kerem Senel, Timo Schick, Hinrich Schütze:
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment. ACL (2) 2022: 815-824 - [c239]Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze:
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments. ACL (Findings) 2022: 1089-1104 - [c238]Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. ACL (1) 2022: 1253-1266 - [c237]Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph Neural Networks for Multiparallel Word Alignment. ACL (Findings) 2022: 1384-1396 - [c236]Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri:
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization. ACL (1) 2022: 1542-1553 - [c235]Sheng Liang, Mengjie Zhao, Hinrich Schütze:
Modular and Parameter-Efficient Multimodal Fusion with Prompting. ACL (Findings) 2022: 2976-2985 - [c234]Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze:
CaMEL: Case Marker Extraction without Labels. ACL (1) 2022: 5506-5516 - [c233]Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. EMNLP 2022: 1577-1589 - [c232]Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta:
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. EMNLP (Findings) 2022: 4789-4799 - [c231]Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze:
The better your Syntax, the better your Semantics? Probing Pretrained Language Models for the English Comparative Correlative. EMNLP 2022: 10859-10882 - [c230]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. ICML 2022: 8796-8810 - [c229]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. ICWSM 2022: 1259-1267 - [c228]Sajad Mirzababaei, Amir Hossein Kargaran, Hinrich Schütze, Ehsaneddin Asgari:
Hengam: An Adversarially Trained Transformer for Persian Temporal Tagging. AACL/IJCNLP (1) 2022: 1013-1024 - [c227]Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze:
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. LREC 2022: 3923-3933 - [c226]Valentin Hofmann, Xiaowen Dong, Janet B. Pierrehumbert, Hinrich Schütze:
Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity. NAACL-HLT (Findings) 2022: 536-550 - [c225]Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze:
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL-HLT (Findings) 2022: 675-692 - [c224]Victor Steinborn, Philipp Dufter, Haris Jabbar, Hinrich Schütze:
An Information-Theoretic Approach and Dataset for Probing Gender Stereotypes in Multilingual Masked Language Models. NAACL-HLT (Findings) 2022: 921-932 - [c223]Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze:
This joke is [MASK]: Recognizing Humor and Offense with Prompting. TL4NLP 2022: 1-9 - [d1]Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
The Reddit Politosphere: A Large-Scale Text and Network Resource of Online Political Discourse. Zenodo, 2022
- [i157]Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze:
Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages. CoRR abs/2201.12219 (2022) - [i156]Yanchen Liu, Timo Schick, Hinrich Schütze:
Semantic-Oriented Unlabeled Priming for Large-Scale Language Models. CoRR abs/2202.06133 (2022) - [i155]Lütfi Kerem Senel, Timo Schick, Hinrich Schütze:
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment. CoRR abs/2203.06228 (2022) - [i154]Sheng Liang, Mengjie Zhao, Hinrich Schütze:
Modular and Parameter-Efficient Multimodal Fusion with Prompting. CoRR abs/2203.08055 (2022) - [i153]Sanjeev Kumar Karn, Ning Liu, Hinrich Schütze, Oladimeji Farri:
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization. CoRR abs/2203.08257 (2022) - [i152]Valentin Hofmann, Goran Glavas, Nikola Ljubesic, Janet B. Pierrehumbert, Hinrich Schütze:
Geographic Adaptation of Pretrained Language Models. CoRR abs/2203.08565 (2022) - [i151]Ayyoob Imani, Lütfi Kerem Senel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph Neural Networks for Multiparallel Word Alignment. CoRR abs/2203.08654 (2022) - [i150]Zhen Han, Ruotong Liao, Beiyan Liu, Yao Zhang, Zifeng Ding, Heinz Köppl, Hinrich Schütze, Volker Tresp:
Enhanced Temporal Knowledge Embeddings with Contextualized Language Representations. CoRR abs/2203.09590 (2022) - [i149]Leonie Weissweiler, Valentin Hofmann, Masoud Jalili Sabet, Hinrich Schütze:
CaMEL: Case Marker Extraction without Labels. CoRR abs/2203.10010 (2022) - [i148]Antonis Maronikolakis, Axel Wisiorek, Leah Nann, Haris Jabbar, Sahana Udupa, Hinrich Schütze:
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments. CoRR abs/2203.11764 (2022) - [i147]Marina Sedinkina, Martin Schmitt, Hinrich Schütze:
Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? CoRR abs/2203.16926 (2022) - [i146]Yihong Liu, Haris Jabbar, Hinrich Schütze:
Flow-Adapter Architecture for Unsupervised Machine Translation. CoRR abs/2204.12225 (2022) - [i145]Antonis Maronikolakis, Philip Baader, Hinrich Schütze:
Analyzing Hate Speech Data along Racial, Gender and Intersectional Axes. CoRR abs/2205.06621 (2022) - [i144]Silvia Severini, Viktor Hangya, Masoud Jalili Sabet, Alexander Fraser, Hinrich Schütze:
Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings. CoRR abs/2205.15713 (2022) - [i143]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg:
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions. CoRR abs/2207.14251 (2022) - [i142]Peiqin Lin, Jiashuo Wang, Hinrich Schütze, Wenjie Li:
Modeling Content-Emotion Duality via Disentanglement for Empathetic Conversation. CoRR abs/2209.12495 (2022) - [i141]Yatin Chaudhary, Pranav Rai, Matthias Schubert, Hinrich Schütze, Pankaj Gupta:
Federated Continual Learning for Text Classification via Selective Inter-client Transfer. CoRR abs/2210.06101 (2022) - [i140]Abdullatif Köksal, Silvia Severini, Hinrich Schütze:
SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment. CoRR abs/2210.06207 (2022) - [i139]Ayyoob Imani, Silvia Severini, Masoud Jalili Sabet, François Yvon, Hinrich Schütze:
Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging. CoRR abs/2210.09840 (2022) - [i138]Leonie Weissweiler, Valentin Hofmann, Abdullatif Köksal, Hinrich Schütze:
The Better Your Syntax, the Better Your Semantics? Probing Pretrained Language Models for the English Comparative Correlative. CoRR abs/2210.13181 (2022) - [i137]Junze Li, Mengjie Zhao, Yubo Xie, Antonis Maronikolakis, Pearl Pu, Hinrich Schütze:
This joke is [MASK]: Recognizing Humor and Offense with Prompting. CoRR abs/2210.13985 (2022) - [i136]Abdullatif Köksal, Timo Schick, Hinrich Schütze:
MEAL: Stable and Active Learning for Few-Shot Prompting. CoRR abs/2211.08358 (2022) - [i135]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology. CoRR abs/2212.07547 (2022) - [i134]Yongkang Liu, Shi Feng, Daling Wang, Hinrich Schütze, Yifei Zhang:
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism. CoRR abs/2212.09086 (2022) - [i133]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. CoRR abs/2212.09651 (2022) - 2021
- [j29]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. Trans. Assoc. Comput. Linguistics 9: 1012-1031 (2021) - [j28]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Erratum: Measuring and Improving Consistency in Pretrained Language Models. Trans. Assoc. Comput. Linguistics 9: 1407 (2021) - [j27]Timo Schick, Sahana Udupa, Hinrich Schütze:
Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP. Trans. Assoc. Comput. Linguistics 9: 1408-1424 (2021) - [c222]Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysouw, Hinrich Schütze:
ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus. ACL (demo) 2021: 63-72 - [c221]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words. ACL/IJCNLP (1) 2021: 3594-3608 - [c220]Mengjie Zhao, Yi Zhu, Ehsan Shareghi, Ivan Vulic, Roi Reichart, Anna Korhonen, Hinrich Schütze:
A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters. ACL/IJCNLP (1) 2021: 5751-5767 - [c219]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Dynamic Contextualized Word Embeddings. ACL/IJCNLP (1) 2021: 6970-6984 - [c218]Jeremias Bohn, Jannik Fischbach, Martin Schmitt, Hinrich Schütze, Andreas Vogelsang:
Semi-Automated Labeling of Requirement Datasets for Relation Extraction. BUCC@RANLP 2021: 40-45 - [c217]Timo Schick, Hinrich Schütze:
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference. EACL 2021: 255-269 - [c216]Lutfi Kerem Senel, Hinrich Schütze:
Does She Wink or Does She Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. EACL 2021: 532-538 - [c215]Martin Schmitt, Hinrich Schütze:
Language Models for Lexical Inference in Context. EACL 2021: 1267-1280 - [c214]Nora Kassner, Philipp Dufter, Hinrich Schütze:
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. EACL 2021: 3250-3258 - [c213]Timo Schick, Hinrich Schütze:
Few-Shot Text Generation with Natural Language Instructions. EMNLP (1) 2021: 390-402 - [c212]Antonis Maronikolakis, Philipp Dufter, Hinrich Schütze:
Wine is not v i n. On the Compatibility of Tokenizations across Languages. EMNLP (Findings) 2021: 2382-2399 - [c211]Timo Schick, Hinrich Schütze:
Generating Datasets with Pretrained Language Models. EMNLP (1) 2021: 6943-6951 - [c210]Martin Schmitt, Hinrich Schütze:
Continuous Entailment Patterns for Lexical Inference in Context. EMNLP (1) 2021: 6952-6959 - [c209]Ayyoob Imani, Masoud Jalili Sabet, Lutfi Kerem Senel, Philipp Dufter, François Yvon, Hinrich Schütze:
Graph Algorithms for Multiparallel Word Alignment. EMNLP (1) 2021: 8457-8469 - [c208]Mengjie Zhao, Hinrich Schütze:
Discrete and Soft Prompting for Multilingual Models. EMNLP (1) 2021: 8547-8555 - [c207]Nora Kassner, Oyvind Tafjord, Hinrich Schütze, Peter Clark:
BeliefBank: Adding Memory to a Pre-Trained Language Model for a Systematic Notion of Belief. EMNLP (1) 2021: 8849-8861 - [c206]Luisa März, Stefan Schweter, Nina Pörner, Benjamin Roth, Hinrich Schütze:
Data Centric Domain Adaptation for Historical Text with OCR Errors. ICDAR (2) 2021: 748-761 - [c205]Timo Schick, Hinrich Schütze:
It's Not Just Size That Matters: Small Language Models Are Also Few-Shot Learners. NAACL-HLT 2021: 2339-2352 - [c204]Philipp Dufter, Nora Kassner, Hinrich Schütze:
Static Embeddings as Efficient Knowledge Bases? NAACL-HLT 2021: 2353-2363 - [c203]Pankaj Gupta, Yatin Chaudhary, Hinrich Schütze:
Multi-source Neural Topic Modeling in Multi-view Embedding Spaces. NAACL-HLT 2021: 4205-4217 - [c202]Julian Höllig, Philipp Dufter, Michaela Geierhos, Wolfgang Ziegler, Hinrich Schütze:
Semantic Text Segment Classification of Structured Technical Content. NLDB 2021: 165-177 - [i132]Valentin Hofmann, Janet B. Pierrehumbert, Hinrich Schütze:
Superbizarre Is Not Superb: Improving BERT's Interpretations of Complex Words with Derivational Morphology. CoRR abs/2101.00403 (2021) - [i131]Nora Kassner, Philipp Dufter, Hinrich Schütze:
Multilingual LAMA: Investigating Knowledge in Multilingual Pretrained Language Models. CoRR abs/2102.00894 (2021) - [i130]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. CoRR abs/2102.01017 (2021) - [i129]Lutfi Kerem Senel, Hinrich Schütze:
Does He Wink or Does He Nod? A Challenging Benchmark for Evaluating Word Understanding of Language Models. CoRR abs/2102.03596 (2021) - [i128]Sahand Sharifzadeh, Sina Moayed Baharlou, Martin Schmitt, Hinrich Schütze, Volker Tresp:
Improving Visual Reasoning by Exploiting The Knowledge in Texts. CoRR abs/2102.04760 (2021) - [i127]Martin Schmitt, Hinrich Schütze:
Language Models for Lexical Inference in Context. CoRR abs/2102.05331 (2021) - [i126]Philipp Dufter, Martin Schmitt, Hinrich Schütze:
Position Information in Transformers: An Overview. CoRR abs/2102.11090 (2021) - [i125]