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Viewing Publication 1 - 48 from 48

2024

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-TuningLifu Tu, Jin Qu, Semih Yavuz, Shafiq Joty, Wenhao Liu, Caiming Xiong, Yingbo Zhou. eacl 2024: 1278-1294 [doi]

Explaining Language Model Predictions with High-Impact ConceptsRuochen Zhao, Tan Wang, YongJie Wang, Shafiq Joty. eacl 2024: 995-1012 [doi]

2023

Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code GenerationHailin Chen, Amrita Saha, Steven Chu Hong Hoi, Shafiq Joty. emnlp 2023: 6737-6749 [doi]

Is GPT-3 a Good Data Annotator?Bosheng Ding, Chengwei Qin, Linlin Liu, Yew Ken Chia, Boyang Li, Shafiq Joty, Lidong Bing. acl 2023: 11173-11195 [doi]

Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer ModelsAkhilesh Deepak Gotmare, Junnan Li 0001, Shafiq Joty, Steven C. H. Hoi. FSE 2023: 388-400 [doi]

SWiPE: A Dataset for Document-Level Simplification of Wikipedia PagesPhilippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu. acl 2023: 10674-10695 [doi]

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of SummarizationPhilippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu. emnlp 2023: 9662-9676 [doi]

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsMd. Tahmid Rahman Laskar, M. Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy X. Huang. acl 2023: 431-469 [doi]

Contrastive Learning with Generated Representations for Inductive Knowledge Graph EmbeddingQian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin. acl 2023: 14273-14287 [doi]

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationYixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev. acl 2023: 4140-4170 [doi]

Towards Interpretable and Efficient Automatic Reference-Based Summarization EvaluationYixin Liu, Alexander R. Fabbri, Yilun Zhao 0001, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev. emnlp 2023: 16360-16368 [doi]

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and ExecutionYe Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou. emnlp 2023: 4437-4451 [doi]

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed RepresentationsLinlin Liu, Xingxuan Li, Megh Thakkar, Xin Li, Shafiq Joty, Luo Si, Lidong Bing. acl 2023: 4799-4816 [doi]

UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and ReasoningAhmed Masry, Parsa Kavehzadeh, Do Xuan Long, Enamul Hoque, Shafiq Joty. emnlp 2023: 14662-14684 [doi]

Lifelong Sequence Generation with Dynamic Module Expansion and AdaptationChengwei Qin, Chen Chen, Shafiq Joty. emnlp 2023: 6701-6714 [doi]

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program RepairWeishi Wang, Yue Wang 0034, Shafiq Joty, Steven C. H. Hoi. FSE 2023: 146-158 [doi]

Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language ModelsWeishi Wang, Yue Wang 0034, Steven C. H. Hoi, Shafiq Joty. emnlp 2023: 6954-6968 [doi]

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction LearningFan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu. acl 2023: 3063-3079 [doi]

Retrieving Multimodal Information for Augmented Generation: A SurveyRuochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Xuan Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, Minzhi Li, Xingxuan Li, Shafiq Joty. emnlp 2023: 4736-4756 [doi]

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkRuochen Zhao, Xingxuan Li, Shafiq Joty, Chengwei Qin, Lidong Bing. acl 2023: 5823-5840 [doi]

2022

Rethinking Self-Supervision Objectives for Generalizable Coherence ModelingPrathyusha Jwalapuram, Shafiq Joty, Xiang Lin. acl 2022: 6044-6059 [doi]

Chart-to-Text: A Large-Scale Benchmark for Chart SummarizationShankar Kantharaj, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq Joty. acl 2022: 4005-4023 [doi]

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningAhmed Masry, Do Xuan Long, Jia Qing Tan, Shafiq Joty, Enamul Hoque. acl 2022: 2263-2279 [doi]

Continual Few-shot Relation Learning via Embedding Space Regularization and Data AugmentationChengwei Qin, Shafiq Joty. acl 2022: 2776-2789 [doi]

LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5Chengwei Qin, Shafiq Joty. iclr 2022: [doi]

SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive SummarizationMathieu Ravaut, Shafiq Joty, Nancy F. Chen. acl 2022: 4504-4524 [doi]

2020

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine ReadingYifan Gao 0001, Chien-Sheng Wu, Shafiq Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi. acl 2020: 935-945 [doi]

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language ProcessingNafise Sadat Moosavi, Angela Fan, Vered Shwartz, Goran Glavas, Shafiq Joty, Alex Wang, Thomas Wolf 0008. emnlp 2020: [doi]

Tree-Structured Attention with Hierarchical AccumulationXuan-Phi Nguyen, Shafiq Joty, Steven H. C. Hoi, Richard Socher. iclr 2020: [doi]

Efficient Constituency Parsing by PointingThanh Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li. acl 2020: 3284-3294 [doi]

Differentiable Window for Dynamic Local AttentionThanh Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li. acl 2020: 6589-6599 [doi]

It's Morphin' Time! Combating Linguistic Discrimination with Inflectional PerturbationsSamson Tan, Shafiq Joty, Min-Yen Kan, Richard Socher. acl 2020: 2920-2935 [doi]

Online Conversation Disentanglement with Pointer NetworksTao Yu, Shafiq Joty. emnlp 2020: 6321-6330 [doi]

Cross Attention with Monotonic Alignment for Speech TransformerYingzhu Zhao, Chongjia Ni, Cheung Chi Leung, Shafiq Joty, Eng Siong Chng, Bin Ma. interspeech 2020: 5031-5035 [doi]

Speech Transformer with Speaker Aware Persistent MemoryYingzhu Zhao, Chongjia Ni, Cheung Chi Leung, Shafiq Joty, Eng Siong Chng, Bin Ma. interspeech 2020: 1261-1265 [doi]

Universal Speech TransformerYingzhu Zhao, Chongjia Ni, Cheung Chi Leung, Shafiq Joty, Eng Siong Chng, Bin Ma. interspeech 2020: 5021-5025 [doi]

2019

A Unified Linear-Time Framework for Sentence-Level Discourse ParsingXiang Lin, Shafiq Joty, Prathyusha Jwalapuram, Saiful Bari. acl 2019: 4190-4200 [doi]

NEURON: Query Execution Plan Meets Natural Language Processing For Augmenting DB EducationSiyuan Liu, Sourav S. Bhowmick, Wanlu Zhang, Shu Wang, Wanyi Huang, Shafiq Joty. SIGMOD 2019: 1953-1956 [doi]

2018

ANR: Aspect-based Neural RecommenderJin Yao Chin, Kaiqi Zhao, Shafiq Joty, Gao Cong. CIKM 2018: 147-156 [doi]

SegBot: A Generic Neural Text Segmentation Model with Pointer NetworkJing Li, Aixin Sun, Shafiq Joty. IJCAI 2018: 4166-4172 [doi]

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