Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval.

[BibT_eX]

[DOI]

Xin Zhang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Knowledge Mechanisms in Large Language Models: A Survey and Perspective.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Retrieved In-Context Principles from Previous Mistakes.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

RaFe: Ranking Feedback Improves Query Rewriting for RAG.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Effective Demonstration Annotation for In-Context Learning via Language Model-Based Determinantal Point Process.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Geo-Encoder: A Chunk-Argument Bi-Encoder Framework for Chinese Geographic Re-Ranking.

[BibT_eX]

[DOI]

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

Chinese Sequence Labeling with Semi-Supervised Boundary-Aware Language Model Pre-training.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

GeoGLUE: A Chinese GeoGraphic Language Understanding Evaluation Benchmark.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

A Two-Stage Adaptation of Large Language Models for Text Ranking.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Three Heads Are Better than One: Improving Cross-Domain NER with Progressive Decomposed Network.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Fine-Grained Domain Adaptation for Chinese Syntactic Processing.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., November, 2023

EcomGPT-CT: Continual Pre-training of E-commerce Large Language Models with Semi-structured Data.

[BibT_eX]

[DOI]

CoRR, 2023

RankingGPT: Empowering Large Language Models in Text Ranking with Progressive Enhancement.

[BibT_eX]

[DOI]

CoRR, 2023

Language Models are Universal Embedders.

[BibT_eX]

[DOI]

CoRR, 2023

Editing Personality for LLMs.

[BibT_eX]

[DOI]

CoRR, 2023

Hybrid Retrieval and Multi-stage Text Ranking Solution at TREC 2022 Deep Learning Track.

[BibT_eX]

[DOI]

CoRR, 2023

Towards General Text Embeddings with Multi-stage Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Improving Text Matching in E-Commerce Search with A Rationalizable, Intervenable and Fast Entity-Based Relevance Model.

[BibT_eX]

[DOI]

CoRR, 2023

Bidirectional End-to-End Learning of Retriever-Reader Paradigm for Entity Linking.

[BibT_eX]

[DOI]

CoRR, 2023

Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval.

[BibT_eX]

[DOI]

CoRR, 2023

GeoGLUE: A GeoGraphic Language Understanding Evaluation Benchmark.

[BibT_eX]

[DOI]

CoRR, 2023

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Zero-Shot Information Extraction via Chatting with ChatGPT.

[BibT_eX]

[DOI]

CoRR, 2023

A Multi-Modal Geographic Pre-Training Method.

[BibT_eX]

[DOI]

CoRR, 2023

MGeo: Multi-Modal Geographic Language Model Pre-Training.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

DAMO-NLP at SemEval-2023 Task 2: A Unified Retrieval-augmented System for Multilingual Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

Text Representation Distillation via Information Bottleneck Principle.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

COMBO: A Complete Benchmark for Open KG Canonicalization.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Do PLMs Know and Understand Ontological Knowledge?

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Recall, Expand, and Multi-Candidate Cross-Encode: Fast and Accurate Ultra-Fine Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Few-shot Classification with Hypersphere Modeling of Prototypes.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Exploring Lottery Prompts for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Graph Propagation based Data Augmentation for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Adversarial Self-Attention for Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Retrieval Oriented Masking Pre-training Language Model for Dense Passage Retrieval.

[BibT_eX]

[DOI]

CoRR, 2022

EnTDA: Entity-to-Text based Data Augmentation Approach for Named Entity Recognition Tasks.

[BibT_eX]

[DOI]

CoRR, 2022

HLATR: Enhance Multi-stage Text Retrieval with Hybrid List Aware Transformer Reranking.

[BibT_eX]

[DOI]

CoRR, 2022

Hybrid Retrieval and Multi-stage Ranking at TREC 2022 Deep Learning Track.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First Text REtrieval Conference, 2022

Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

DAMO-NLP at SemEval-2022 Task 11: A Knowledge-based System for Multilingual Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

DAMO-NLP at NLPCC-2022 Task 2: Knowledge Enhanced Robust NER for Speech Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2022

Robust Self-Augmentation for Named Entity Recognition with Meta Reweighting.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

AISHELL-NER: Named Entity Recognition from Chinese Speech.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2022

Forging Multiple Training Objectives for Pre-trained Language Models via Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Named Entity and Relation Extraction with Multi-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Modeling Label Correlations for Ultra-Fine Entity Typing with Neural Pairwise Conditional Random Field.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Prompt-learning for Fine-grained Entity Typing.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Domain-Specific NER via Retrieving Correlated Samples.

[BibT_eX]

[DOI]

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Parallel Instance Query Network for Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Prompt-Learning for Fine-Grained Entity Typing.

[BibT_eX]

[DOI]

CoRR, 2021

Prototypical Representation Learning for Relation Extraction.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Probing BERT in Hyperbolic Spaces.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Crowdsourcing Learning as Domain Adaptation: A Case Study on Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Few-NERD: A Few-shot Named Entity Recognition Dataset.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Counterfactual Inference for Text Classification Debiasing.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference.