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

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis.

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[DOI]

Meng Luo

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast.

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[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

OctoPack: Instruction Tuning Code Large Language Models.

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[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

DataTales: A Benchmark for Real-World Intelligent Data Narration.

[BibT_eX]

[DOI]

Yajing Yang

Qian Liu

Min-Yen Kan

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

Divide and Conquer: Legal Concept-guided Criminal Court View Generation.

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[DOI]

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

Guided Knowledge Generation with Language Models for Commonsense Reasoning.

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[DOI]

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

Beyond Memorization: The Challenge of Random Memory Access in Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning.

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[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Faithful Logical Reasoning via Symbolic Chain-of-Thought.

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[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Through the MUD: A Multi-Defendant Charge Prediction Benchmark with Linked Crime Elements.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

MetaPro 2.0: Computational Metaphor Processing on the Effectiveness of Anomalous Language Modeling.

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[DOI]

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

2023

Event Extraction With Dynamic Prefix Tuning and Relevance Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

MGRC: An End-to-End Multigranularity Reading Comprehension Model for Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2023

StarCoder: may the source be with you!

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[DOI]

Evgenii Zheltonozhskii

Logesh Kumar Umapathi

Urvashi Bhattacharyya

Carolyn Jane Anderson

Carlos Muñoz Ferrandis

Trans. Mach. Learn. Res., 2023

The Biases of Pre-Trained Language Models: An Empirical Study on Prompt-Based Sentiment Analysis and Emotion Detection.

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[DOI]

IEEE Trans. Affect. Comput., 2023

Semantic matching in machine reading comprehension: An empirical study.

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[DOI]

Inf. Process. Manag., 2023

SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning.

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[DOI]

CoRR, 2023

LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition.

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[DOI]

CoRR, 2023

Generative Table Pre-training Empowers Models for Tabular Prediction.

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[DOI]

CoRR, 2023

SantaCoder: don't reach for the stars!

[BibT_eX]

[DOI]

CoRR, 2023

Bag of Tricks for Training Data Extraction from Language Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Generative Table Pre-training Empowers Models for Tabular Prediction.

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[DOI]

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

SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables.

[BibT_eX]

[DOI]

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

CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability.

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[DOI]

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

PTCSpell: Pre-trained Corrector Based on Character Shape and Pinyin for Chinese Spelling Correction.

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[DOI]

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

Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination.

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[DOI]

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

Reasoning Implicit Sentiment with Chain-of-Thought Prompting.

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[DOI]

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

On Grounded Planning for Embodied Tasks with Language Models.

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[DOI]

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

2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain QA.

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[DOI]

CoRR, 2022

SenticNet 7: A Commonsense-based Neurosymbolic AI Framework for Explainable Sentiment Analysis.

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[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Stress Detection from Social Media Articles: New Dataset Benchmark and Analytical Study.

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[DOI]

Aryan Rastogi

Qian Liu

Erik Cambria

Proceedings of the International Joint Conference on Neural Networks, 2022

Saving Earth One Tweet at a Time through the Lens of Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Reasoning over Hybrid Chain for Table-and-Text Open Domain Question Answering.

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[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Sentic Parser: A Graph-Based Approach to Concept Extraction for Sentiment Analysis.

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[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA.

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[DOI]

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

2021

Word Representation with Transferable Semantics

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[DOI]

Qian Liu

PhD thesis, 2021

A Fuzzy Word Similarity Measure for Selecting Top-$k$ Similar Words in Query Expansion.

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[DOI]

IEEE Trans. Fuzzy Syst., 2021

Domain-specific meta-embedding with latent semantic structures.

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[DOI]

Inf. Sci., 2021

Domain structure-based transfer learning for cross-domain word representation.

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[DOI]

Heyan Huang

Qian Liu

Inf. Fusion, 2021

Concept Representation by Learning Explicit and Implicit Concept Couplings.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

Pivot-based Candidate Retrieval for Cross-lingual Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Enhancing Negation Scope Detection using Multitask Learning.

[BibT_eX]

[DOI]

Harsh Patel

Xulang Zhang

Qian Liu

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Jointly Learning Topics in Sentence Embedding for Document Summarization.

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[DOI]

IEEE Trans. Knowl. Data Eng., 2020

A Pairwise Probe for Understanding BERT Fine-Tuning on Machine Reading Comprehension.

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[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

2018

Does deep learning help topic extraction? A kernel k-means clustering method with word embedding.

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[DOI]

J. Informetrics, 2018

Construction of a Multi-dimensional Vectorized Affective Lexicon.

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[DOI]

Yang Wang

Chong Feng

Qian Liu

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Task-oriented Word Embedding for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Computational Linguistics, 2018

Semantic Structure-Based Word Embedding by Incorporating Concept Convergence and Word Divergence.

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[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Topical Sentence Embedding for Query Focused Document Summarization.

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[DOI]

Proceedings of the IJCAI Workshop on Semantic Machine Learning (SML 2017) co-located with 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), 2017

Enhanced word embedding similarity measures using fuzzy rules for query expansion.

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[DOI]

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Leveraging Pattern Associations for Word Embedding Models.

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[DOI]