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2020 – today
- 2024
[c9]Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze:
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. ACL (Findings) 2024: 3987-4001- [c8]Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan:
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models Using Minimal Pairs. LREC/COLING 2024: 4488-4497 - [c7]Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. EACL (1) 2024: 2685-2702 - [c6]Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze:
A Unified Data Augmentation Framework for Low-Resource Multi-domain Dialogue Generation. ECML/PKDD (2) 2024: 162-177 - [c5]Huixin Chen, Jan Büssing, David Rügamer, Ercong Nie:
Team MGTD4ADL at SemEval-2024 Task 8: Leveraging (Sentence) Transformer Models with Contrastive Learning for Identifying Machine-Generated Text. SemEval@NAACL 2024: 1711-1718 - [i15]Bolei Ma, Ercong Nie, Shuzhou Yuan, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
ToPro: Token-Level Prompt Decomposition for Cross-Lingual Sequence Labeling Tasks. CoRR abs/2401.16589 (2024) - [i14]Shuzhou Yuan, Ercong Nie, Bolei Ma, Michael Färber:
Why Lift so Heavy? Slimming Large Language Models by Cutting Off the Layers. CoRR abs/2402.11700 (2024) - [i13]Shuzhou Yuan, Ercong Nie, Michael Färber, Helmut Schmid, Hinrich Schütze:
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network. CoRR abs/2402.11709 (2024) - [i12]Ercong Nie, Shuzhou Yuan, Bolei Ma, Helmut Schmid, Michael Färber, Frauke Kreuter, Hinrich Schütze:
Decomposed Prompting: Unveiling Multilingual Linguistic Structure Knowledge in English-Centric Large Language Models. CoRR abs/2402.18397 (2024) - [i11]Linyang He, Peili Chen, Ercong Nie, Yuanning Li, Jonathan R. Brennan:
Decoding Probing: Revealing Internal Linguistic Structures in Neural Language Models using Minimal Pairs. CoRR abs/2403.17299 (2024) - [i10]Yongkang Liu, Ercong Nie, Shi Feng, Zheng Hua, Zifeng Ding, Daling Wang, Yifei Zhang, Hinrich Schütze:
A Unified Data Augmentation Framework for Low-Resource Multi-Domain Dialogue Generation. CoRR abs/2406.09881 (2024) - [i9]Ercong Nie, Bo Shao, Zifeng Ding, Mingyang Wang, Helmut Schmid, Hinrich Schütze:
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning. CoRR abs/2406.17764 (2024) - [i8]Linyang He, Ercong Nie, Helmut Schmid, Hinrich Schütze, Nima Mesgarani, Jonathan Brennan:
Large Language Models as Neurolinguistic Subjects: Identifying Internal Representations for Form and Meaning. CoRR abs/2411.07533 (2024) - 2023
- [c4]Ercong Nie
, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. ACL (Findings) 2023: 8320-8340 - [c3]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. EMNLP (Findings) 2023: 15774-15782 - [c2]Bolei Ma, Ercong Nie, Helmut Schmid, Hinrich Schütze:
Is Prompt-Based Finetuning Always Better than Vanilla Finetuning? Insights from Cross-Lingual Language Understanding. KONVENS 2023: 1-16 - [c1]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. ALP@RANLP 2023: 68-79 - [i7]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) - [i6]Zheyu Zhang, Han Yang, Bolei Ma, David Rügamer, Ercong Nie:
Baby's CoThought: Leveraging Large Language Models for Enhanced Reasoning in Compact Models. CoRR abs/2308.01684 (2023) - [i5]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Constituency Parsing for Middle High German: A Delexicalized Approach. CoRR abs/2308.04645 (2023) - [i4]Ercong Nie, Helmut Schmid, Hinrich Schütze:
Unleashing the Multilingual Encoder Potential: Boosting Zero-Shot Performance via Probability Calibration. CoRR abs/2310.05069 (2023) - [i3]Xiaoqian Li, Ercong Nie, Sheng Liang:
Crosslingual Retrieval Augmented In-context Learning for Bangla. CoRR abs/2311.00587 (2023) - [i2]Xiaoqian Li, Ercong Nie, Sheng Liang:
From Classification to Generation: Insights into Crosslingual Retrieval Augmented ICL. CoRR abs/2311.06595 (2023) - 2022
- [i1]Ercong Nie, Sheng Liang, Helmut Schmid, Hinrich Schütze:
Cross-Lingual Retrieval Augmented Prompt for Low-Resource Languages. CoRR abs/2212.09651 (2022)
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