Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models.

[BibT_eX]

[DOI]

Ruoli Gan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Is Your LLM Outdated? A Deep Look at Temporal Generalization.

[BibT_eX]

[DOI]

ChenghaoZhu ChenghaoZhu

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Smurfs: Multi-Agent System using Context-Efficient DFSDT for Tool Planning.

[BibT_eX]

[DOI]

Junzhi Chen

Juhao Liang

Benyou Wang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Efficiently Democratizing Medical LLMs for 50 Languages via a Mixture of Language Family Experts.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Leveraging Unit Language Guidance to Advance Speech Modeling in Textless Speech-to-Speech Translation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Soundwave: Less is More for Speech-Text Alignment in LLMs.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Unlocking LLMs' Self-Improvement Capacity with Autonomous Learning for Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Natural Language Reasoning, A Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., December, 2024

On Elastic Language Models.

[BibT_eX]

[DOI]

Chen Zhang

Benyou Wang

Dawei Song

ACM Trans. Inf. Syst., November, 2024

Few-Shot Class-Incremental Learning for Medical Time Series Classification.

[BibT_eX]

[DOI]

IEEE J. Biomed. Health Informatics, April, 2024

Spatio-temporal Contrastive Learning-enhanced GNNs for Session-based Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., March, 2024

Pre-trained Language Models in Biomedical Domain: A Systematic Survey.

[BibT_eX]

[DOI]

ACM Comput. Surv., March, 2024

A Survey of Quantum-cognitively Inspired Sentiment Analysis Models.

[BibT_eX]

[DOI]

ACM Comput. Surv., January, 2024

Mixture of Latent Experts Using Tensor Products.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2024

Document-level Relation Extraction with Relation Correlations.

[BibT_eX]

[DOI]

Neural Networks, 2024

On the Compositional Generalization of Multimodal LLMs for Medical Imaging.

[BibT_eX]

[DOI]

CoRR, 2024

HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement.

[BibT_eX]

[DOI]

CoRR, 2024

Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion.

[BibT_eX]

[DOI]

Abdulmohsen Alharthik

CoRR, 2024

AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information?

[BibT_eX]

[DOI]

CoRR, 2024

Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination.

[BibT_eX]

[DOI]

CoRR, 2024

Roadmap towards Superhuman Speech Understanding using Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture.

[BibT_eX]

[DOI]

CoRR, 2024

Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications.

[BibT_eX]

[DOI]

VijayaSai Somasundaram

CoRR, 2024

HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

[BibT_eX]

[DOI]

CoRR, 2024

LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them.

[BibT_eX]

[DOI]

CoRR, 2024

LLMs Could Autonomously Learn Without External Supervision.

[BibT_eX]

[DOI]

CoRR, 2024

MotionLLM: Understanding Human Behaviors from Human Motions and Videos.

[BibT_eX]

[DOI]

CoRR, 2024

ORLM: Training Large Language Models for Optimization Modeling.

[BibT_eX]

[DOI]

CoRR, 2024

Mixture of Experts Using Tensor Products.

[BibT_eX]

[DOI]

CoRR, 2024

Mamo: a Mathematical Modeling Benchmark with Solvers.

[BibT_eX]

[DOI]

CoRR, 2024

Evaluating LLMs at Evaluating Temporal Generalization.

[BibT_eX]

[DOI]

CoRR, 2024

Smurfs: Leveraging Multiple Proficiency Agents with Context-Efficiency for Tool Planning.

[BibT_eX]

[DOI]

Junzhi Chen

Juhao Liang

Benyou Wang

CoRR, 2024

MileBench: Benchmarking MLLMs in Long Context.

[BibT_eX]

[DOI]

CoRR, 2024

No Language is an Island: Unifying Chinese and English in Financial Large Language Models, Instruction Data, and Benchmarks.

[BibT_eX]

[DOI]

CoRR, 2024

Online Training of Large Language Models: Learn while chatting.

[BibT_eX]

[DOI]

CoRR, 2024

Apollo: An Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People.

[BibT_eX]

[DOI]

CoRR, 2024

The FinBen: An Holistic Financial Benchmark for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

ALLaVA: Harnessing GPT4V-synthesized Data for A Lite Vision-Language Model.

[BibT_eX]

[DOI]

CoRR, 2024

Humans or LLMs as the Judge? A Study on Judgement Biases.

[BibT_eX]

[DOI]

CoRR, 2024

Pushing The Limit of LLM Capacity for Text Classification.

[BibT_eX]

[DOI]

CoRR, 2024

MedBench: A Comprehensive, Standardized, and Reliable Benchmarking System for Evaluating Chinese Medical Large Language Models.

[BibT_eX]

[DOI]

Big Data Min. Anal., 2024

Boosting Protein Language Models with Negative Sample Mining.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

FinBen: A Holistic Financial Benchmark for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Alignment at Pre-training! Towards Native Alignment for Arabic LLMs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

OVM, Outcome-supervised Value Models for Planning in Mathematical Reasoning.

[BibT_eX]

[DOI]

Fei Yu

Anningzhe Gao

Benyou Wang

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

CMB: A Comprehensive Medical Benchmark in Chinese.

[BibT_eX]

[DOI]

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

AceGPT, Localizing Large Language Models in Arabic.

[BibT_eX]

[DOI]

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

MathScale: Scaling Instruction Tuning for Mathematical Reasoning.

[BibT_eX]

[DOI]

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

Rethinking the Uniformity Metric in Self-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment.

[BibT_eX]

[DOI]

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

Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

[BibT_eX]

[DOI]

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

Humans or LLMs as the Judge? A Study on Judgement Bias.

[BibT_eX]

[DOI]

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

PlatoLM: Teaching LLMs in Multi-Round Dialogue via a User Simulator.

[BibT_eX]

[DOI]

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

Exploring the Potential of Dense Information in Multimodal Alignment.

[BibT_eX]

[DOI]

Zhiyuan Fan

Zhihong Chen

Benyou Wang

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

2023

Silkie: Preference Distillation for Large Visual Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

MLLM-Bench, Evaluating Multi-modal LLMs using GPT-4V.

[BibT_eX]

[DOI]

CoRR, 2023

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs.

[BibT_eX]

[DOI]

CoRR, 2023

Outcome-supervised Verifiers for Planning in Mathematical Reasoning.

[BibT_eX]

[DOI]

Fei Yu

Anningzhe Gao

Benyou Wang

CoRR, 2023

DialogueLLM: Context and Emotion Knowledge-Tuned LLaMA Models for Emotion Recognition in Conversations.

[BibT_eX]

[DOI]

CoRR, 2023

AceGPT, Localizing Large Language Models in Arabic.

[BibT_eX]

[DOI]

CoRR, 2023

Large Language Model as a User Simulator.

[BibT_eX]

[DOI]

CoRR, 2023

CMB: A Comprehensive Medical Benchmark in Chinese.

[BibT_eX]

[DOI]

CoRR, 2023

On the Difference of BERT-style and CLIP-style Text Encoders.

[BibT_eX]

[DOI]

CoRR, 2023

Injecting Knowledge into Biomedical Pre-trained Models via Polymorphism and Synonymous Substitution.

[BibT_eX]

[DOI]

Hongbo Zhang

Xiang Wan

Benyou Wang

CoRR, 2023

Is Information Extraction Solved by ChatGPT? An Analysis of Performance, Evaluation Criteria, Robustness and Errors.

[BibT_eX]

[DOI]

CoRR, 2023

Word Grounded Graph Convolutional Network.

[BibT_eX]

[DOI]

CoRR, 2023

Huatuo-26M, a Large-scale Chinese Medical QA Dataset.

[BibT_eX]

[DOI]

CoRR, 2023

Phoenix: Democratizing ChatGPT across Languages.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Biomedical Text Summarization with Pre-trained Language Model.

[BibT_eX]

[DOI]

CoRR, 2023

Nature Language Reasoning, A Survey.

[BibT_eX]

[DOI]

Fei Yu

Hongbo Zhang

Benyou Wang

CoRR, 2023

Modular Retrieval for Generalization and Interpretation.

[BibT_eX]

[DOI]

CoRR, 2023

Adapting Pre-trained Language Models for Quantum Natural Language Processing.

[BibT_eX]

[DOI]

CoRR, 2023

CMMA: Benchmarking Multi-Affection Detection in Chinese Multi-Modal Conversations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias.

[BibT_eX]

[DOI]

César Quilodrán Casas

Rossella Arcucci

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Towards Unifying Medical Vision-and-Language Pre-training via Soft Prompts.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

HuatuoGPT, Towards Taming Language Model to Be a Doctor.

[BibT_eX]

[DOI]

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

Lifting the Curse of Capacity Gap in Distilling Language Models.

[BibT_eX]

[DOI]

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

One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems.

[BibT_eX]

[DOI]

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

Can Language Models Make Fun? A Case Study in Chinese Comical Crosstalk.

[BibT_eX]

[DOI]

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

On the Difference of BERT-style and CLIP-style Text Encoders.

[BibT_eX]

[DOI]

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

Effective Open Intent Classification with K-center Contrastive Learning and Adjustable Decision Boundary.

[BibT_eX]

[DOI]

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

2022

Complex-valued Neural Network-based Quantum Language Models.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Document-level Relation Extraction with Relation Correlations.

[BibT_eX]

[DOI]

CoRR, 2022

Doge Tickets: Uncovering Domain-General Language Models by Playing Lottery Tickets.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2022

MorphTE: Injecting Morphology in Tensorized Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Exploring extreme parameter compression for pre-trained language models.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Hypoformer: Hybrid Decomposition Transformer for Edge-friendly Neural Machine Translation.

[BibT_eX]

[DOI]

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

DPTDR: Deep Prompt Tuning for Dense Passage Retrieval.

[BibT_eX]

[DOI]

Zhengyang Tang

Benyou Wang

Ting Yao

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

2021

CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations.

[BibT_eX]

[DOI]

IEEE Trans. Fuzzy Syst., 2021

Pre-trained Language Models in Biomedical Domain: A Systematic Survey.

[BibT_eX]

[DOI]

CoRR, 2021

Word2Fun: Modelling Words as Functions for Diachronic Word Representation.

[BibT_eX]

[DOI]

Benyou Wang

Emanuele Di Buccio

Massimo Melucci

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sequential Modeling in Vector Space.

[BibT_eX]

[DOI]

Benyou Wang

Emanuele Di Buccio

Massimo Melucci

Proceedings of the 11th Italian Information Retrieval Workshop 2021, 2021

On Position Embeddings in BERT.

[BibT_eX]

[DOI]

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

What Does Your Smile Mean? Jointly Detecting Multi-Modal Sarcasm and Sentiment Using Quantum Probability.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Exploration of University Students' Mobility Behavior on Campus.

[BibT_eX]

[DOI]

Proceedings of the CONF-CDS 2021: The 2nd International Conference on Computing and Data Science, 2021

2020

Leveraging Long and Short-Term Information in Content-Aware Movie Recommendation via Adversarial Training.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

A distant supervision method based on paradigmatic relations for learning word embeddings.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2020

Encoding word order in complex embeddings.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

University of Padova @ DIACR-Ita (short paper).

[BibT_eX]

[DOI]

Benyou Wang

Emanuele Di Buccio

Massimo Melucci

Proceedings of the Seventh Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2020), 2020

A Multi-task Learning Framework for Opinion Triplet Extraction.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Meta-Learning for Neural Relation Classification with Distant Supervision.

[BibT_eX]

[DOI]

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Detection of Network Intrusion Threat Based on the Probabilistic Neural Network Model.

[BibT_eX]

[DOI]

Benyou Wang

Li Gu

Inf. Technol. Control., December, 2019

Semantic Hilbert Space for Text Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Dynamic Content Monitoring and Exploration using Vector Spaces.

[BibT_eX]

[DOI]

Benyou Wang

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

CNM: An Interpretable Complex-valued Network for Matching.

[BibT_eX]

[DOI]

Qiuchi Li

Benyou Wang

Massimo Melucci

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

2018

A quantum-inspired multimodal sentiment analysis framework.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2018

TextZoo, a New Benchmark for Reconsidering Text Classification.

[BibT_eX]

[DOI]

Benyou Wang

Li Wang

Qikang Wei

CoRR, 2018

Detection of subtype blood cells using deep learning.

[BibT_eX]

[DOI]

Joel J. P. C. Rodrigues

Victor Hugo C. de Albuquerque

Cogn. Syst. Res., 2018

Quantum-Inspired Complex Word Embedding.

[BibT_eX]

[DOI]

Proceedings of The Third Workshop on Representation Learning for NLP, 2018

A Multi-task Learning Approach for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

PLASTIC: Prioritize Long and Short-term Information in Top-n Recommendation using Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

A Quantum Many-body Wave Function Inspired Language Modeling Approach.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Full Cycle Campus Life of College Students: A Big Data Case in China.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Data and Smart Computing, 2018

End-to-End Quantum-like Language Models with Application to Question Answering.

[BibT_eX]

[DOI]

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

2017

Learning to diversify web search results with a Document Repulsion Model.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Regularizing Neural Networks via Retaining Confident Connections.

[BibT_eX]

[DOI]

Entropy, 2017

Leveraging Long and Short-term Information in Content-aware Movie Recommendation.

[BibT_eX]

[DOI]

CoRR, 2017

IRGAN: A Minimax Game for Unifying Generative and Discriminative Information Retrieval Models.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Enhanced Embedding Based Attentive Pooling Network for Answer Selection.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2017

How Users Select Query Suggestions Under Different Satisfaction States?

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval - 23rd China conference, 2017

2016

A Quantum Query Expansion Approach for Session Search.

[BibT_eX]

[DOI]

Entropy, 2016

Exploration of Quantum Interference in Document Relevance Judgement Discrepancy.

[BibT_eX]

[DOI]

Entropy, 2016

A Chinese Question Answering Approach Integrating Count-Based and Embedding-Based Features.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Understanding and Intelligent Applications, 2016

2015

A Real-Time Eye Tracking Based Query Expansion Approach via Latent Topic Modeling.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Benyou Wang

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