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

IHEval: Evaluating Language Models on Following the Instruction Hierarchy.

[BibT_eX]

[DOI]

Zhihan Zhang

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

LongLeader: A Comprehensive Leaderboard for Large Language Models in Long-context Scenarios.

[BibT_eX]

[DOI]

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

Exploring Part-Informed Visual-Language Learning for Person Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2025

Col-OLHTR: A Novel Framework for Multimodal Online Handwritten Text Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

Efficient Fine-tuning Strategies for Enhancing Face Recognition Performance in Challenging Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

DORM: Preference Data Weights Optimization for Reward Modeling in LLM Alignment.

[BibT_eX]

[DOI]

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

WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

DrAgent: Empowering Large Language Models as Medical Agents for Multi-hop Medical Reasoning.

[BibT_eX]

[DOI]

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

Can Language Models Follow Multiple Turns of Entangled Instructions?

[BibT_eX]

[DOI]

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

Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates.

[BibT_eX]

[DOI]

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

EmotiveTalk: Expressive Talking Head Generation through Audio Information Decoupling and Emotional Video Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

M-LLM Based Video Frame Selection for Efficient Video Understanding.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

Aligning Large Language Models with Implicit Preferences from User-Generated Content.

[BibT_eX]

[DOI]

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

UniConv: Unifying Retrieval and Response Generation for Large Language Models in Conversations.

[BibT_eX]

[DOI]

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

AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs.

[BibT_eX]

[DOI]

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

Cross-modulated Attention Transformer for RGBT Tracking.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, July, 2024

Evaluation of GPM IMERG-FR Product for Computing Rainfall Erosivity for Mainland China.

[BibT_eX]

[DOI]

Remote. Sens., April, 2024

Weakly supervised scene text generation for low-resource languages.

[BibT_eX]

[DOI]

Yangchen Xie

Xinyuan Chen

Hongjian Zhan

Palaiahnakote Shivakumara

Bing Yin

Cong Liu

Yue Lu

Expert Syst. Appl., March, 2024

Dynamic facial expression recognition with pseudo-label guided multi-modal pre-training.

[BibT_eX]

[DOI]

IET Comput. Vis., February, 2024

SEMv2: Table separation line detection based on instance segmentation.

[BibT_eX]

[DOI]

Pattern Recognit., 2024

NDOrder: Exploring a novel decoding order for scene text recognition.

[BibT_eX]

[DOI]

Palaiahnakote Shivakumara

Umapada Pal

Yue Lu

Expert Syst. Appl., 2024

RNR: Teaching Large Language Models to Follow Roles and Rules.

[BibT_eX]

[DOI]

CoRR, 2024

Inductive or Deductive? Rethinking the Fundamental Reasoning Abilities of LLMs.

[BibT_eX]

[DOI]

CoRR, 2024

COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon.

[BibT_eX]

[DOI]

Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

1DFormer: A Transformer Architecture Learning 1D Landmark Representations for Facial Landmark Tracking.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

MEMORYLLM: Towards Self-Updatable Large Language Models.

[BibT_eX]

[DOI]

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

LightLT: A Lightweight Representation Quantization Framework for Long-Tail Data.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

ICDAR 2024 Competition on Recognition of Chemical Structures.

[BibT_eX]

[DOI]

Proceedings of the Document Analysis and Recognition - ICDAR 2024 - 18th International Conference, Athens, Greece, August 30, 2024

MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding.

[BibT_eX]

[DOI]

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

Democratizing Large Language Models via Personalized Parameter-Efficient Fine-tuning.

[BibT_eX]

[DOI]

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

Large Language Models Are Poor Clinical Decision-Makers: A Comprehensive Benchmark.

[BibT_eX]

[DOI]

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

Evolutionary Contrastive Distillation for Language Model Alignment.

[BibT_eX]

[DOI]

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

Data Diversity Matters for Robust Instruction Tuning.

[BibT_eX]

[DOI]

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

IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce.

[BibT_eX]

[DOI]

Wenxuan Ding

Weiqi Wang

Sze Heng Douglas Kwok

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

NAMER: Non-autoregressive Modeling for Handwritten Mathematical Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

Image as a Language: Revisiting Scene Text Recognition via Balanced, Unified and Synchronized Vision-Language Reasoning Network.

[BibT_eX]

[DOI]

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

2023

Rainfall Erosivity Mapping for Tibetan Plateau Using High-Resolution Temporal and Spatial Precipitation Datasets for the Third Pole.

[BibT_eX]

[DOI]

Remote. Sens., November, 2023

Visible-infrared person re-identification via specific and shared representations learning.

[BibT_eX]

[DOI]

Vis. Intell., 2023

1DFormer: Learning 1D Landmark Representations via Transformer for Facial Landmark Tracking.

[BibT_eX]

[DOI]

CoRR, 2023

Situated Natural Language Explanations.

[BibT_eX]

[DOI]

CoRR, 2023

CCGen: Explainable Complementary Concept Generation in E-Commerce.

[BibT_eX]

[DOI]

Kevin Chen-Chuan Chang

Bing Yin

CoRR, 2023

Harnessing the Power of LLMs in Practice: A Survey on ChatGPT and Beyond.

[BibT_eX]

[DOI]

CoRR, 2023

OTS: A One-shot Learning Approach for Text Spotting in Historical Manuscripts.

[BibT_eX]

[DOI]

CoRR, 2023

SEMv2: Table Separation Line Detection Based on Conditional Convolution.

[BibT_eX]

[DOI]

CoRR, 2023

Mutually-paced Knowledge Distillation for Cross-lingual Temporal Knowledge Graph Reasoning.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Implicit Query Parsing at Amazon Product Search.

[BibT_eX]

[DOI]

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

Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns.

[BibT_eX]

[DOI]

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

Amazon-M2: A Multilingual Multi-locale Shopping Session Dataset for Recommendation and Text Generation.

[BibT_eX]

[DOI]

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

Handwritten Chemical Structure Image to Structure-Specific Markup Using Random Conditional Guided Decoder.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

LightToken: A Task and Model-agnostic Lightweight Token Embedding Framework for Pre-trained Language Models.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Unified Framework of Graph Information Bottleneck for Robustness and Membership Privacy.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Knowledge Graph Reasoning over Entities and Numerical Values.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Exploiting Intent Evolution in E-commercial Query Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

HomoDistil: Homotopic Task-Agnostic Distillation of Pre-trained Transformers.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

End-to-End Multilingual Text Recognition Based on Byte Modeling.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 12th International Conference, 2023

A Multimodal Text Block Segmentation Framework for Photo Translation.

[BibT_eX]

[DOI]

Proceedings of the Image and Graphics - 12th International Conference, 2023

Speech4Mesh: Speech-Assisted Monocular 3D Facial Reconstruction for Speech-Driven 3D Facial Animation.

[BibT_eX]

[DOI]

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

Knowledge-Selective Pretraining for Attribute Value Extraction.

[BibT_eX]

[DOI]

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

Improving Consistency for Text Summarization with Energy Functions.

[BibT_eX]

[DOI]

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

Context-Aware Query Rewriting for Improving Users' Search Experience on E-commerce Websites.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 5: Industry Track), 2023

FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery.

[BibT_eX]

[DOI]

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

Multimodal Prompt Learning for Product Title Generation with Extremely Limited Labels.

[BibT_eX]

[DOI]

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

SCOTT: Self-Consistent Chain-of-Thought Distillation.

[BibT_eX]

[DOI]

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

Graph Reasoning for Question Answering with Triplet Retrieval.

[BibT_eX]

[DOI]

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

2022

A multimodal attention fusion network with a dynamic vocabulary for TextVQA.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

FolkScope: Intention Knowledge Graph Construction for Discovering E-commerce Commonsense.

[BibT_eX]

[DOI]

CoRR, 2022

Short Text Pre-training with Extended Token Classification for E-commerce Query Understanding.

[BibT_eX]

[DOI]

CoRR, 2022

DiP-GNN: Discriminative Pre-Training of Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Vision-Language Adaptive Mutual Decoder for OOV-STR.

[BibT_eX]

[DOI]

CoRR, 2022

RETE: Retrieval-Enhanced Temporal Event Forecasting on Unified Query Product Evolutionary Graph.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

ROSE: Robust Caches for Amazon Product Search.

[BibT_eX]

[DOI]

Chen Luo

Vihan Lakshman

Anshumali Shrivastava

Proceedings of the Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25, 2022

Can Clicks Be Both Labels and Features?: Unbiased Behavior Feature Collection and Uncertainty-aware Learning to Rank.

[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

Query Attribute Recommendation at Amazon Search.

[BibT_eX]

[DOI]

Proceedings of the RecSys '22: Sixteenth ACM Conference on Recommender Systems, Seattle, WA, USA, September 18, 2022

Learning to Sample and Aggregate: Few-shot Reasoning over Temporal Knowledge Graphs.

[BibT_eX]

[DOI]

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

SEQZERO: Few-shot Compositional Semantic Parsing with Sequential Prompts and Zero-shot Models.

[BibT_eX]

[DOI]

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

CERES: Pretraining of Graph-Conditioned Transformer for Semi-Structured Session Data.

[BibT_eX]

[DOI]

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

Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.

[BibT_eX]

[DOI]

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

AutoGDA: Automated Graph Data Augmentation for Node Classification.

[BibT_eX]

[DOI]

Proceedings of the Learning on Graphs Conference, 2022

Condensing Graphs via One-Step Gradient Matching.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

SGBANet: Semantic GAN and Balanced Attention Network for Arbitrarily Oriented Scene Text Recognition.

[BibT_eX]

[DOI]

Dajian Zhong

Shujing Lyu

Palaiahnakote Shivakumara

Proceedings of the Computer Vision - ECCV 2022, 2022

Multilingual Knowledge Graph Completion with Self-Supervised Adaptive Graph Alignment.

[BibT_eX]

[DOI]

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

2021

Letter from the Special Issue Editor.

[BibT_eX]

[DOI]

Bing Yin

Sreyashi Nag

IEEE Data Eng. Bull., 2021

Graph-based Multilingual Product Retrieval in E-Commerce Search.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

Improving Pretrained Models for Zero-shot Multi-label Text Classification through Reinforced Label Hierarchy Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

MetaTS: Meta Teacher-Student Network for Multilingual Sequence Labeling with Minimal Supervision.

[BibT_eX]

[DOI]

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

QUEACO: Borrowing Treasures from Weakly-labeled Behavior Data for Query Attribute Value Extraction.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data.

[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

2020

On Data Augmentation for Extreme Multi-label Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Shareable Representations for Search Query Understanding.

[BibT_eX]

[DOI]

CoRR, 2020

Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019

Semantic Product Search.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018

Speaker Diarization with Enhancing Speech for the First DIHARD Challenge.

[BibT_eX]

[DOI]

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

An Analysis of Speaker Diarization Fusion Methods For The First DIHARD Challenge.

[BibT_eX]

[DOI]

Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2018

2016

A purchasing management strategy model about grading and classifying railway materials based on material grouping.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Logistics, Informatics and Service Sciences, 2016

2014

Evaluating the Ability of NPP-VIIRS Nighttime Light Data to Estimate the Gross Domestic Product and the Electric Power Consumption of China at Multiple Scales: A Comparison with DMSP-OLS Data.

[BibT_eX]

[DOI]

Remote. Sens., 2014

2012