Bing Xiang

CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file Context COLING 2024 Token Alignment via Character Matching for Subword Completion ACL 2024 Lightweight reranking for language model generations ACL 2024 CODE REPRESENTATION LEARNING AT SCALE ICLR 2024 Bifurcated Attention for Single-Context Large-Batch Sampling ICML 2024 STREET: A MULTI-TASK STRUCTURED REASONING AND EXPLANATION BENCHMARK ICLR 2023 Multi-lingual Evaluation of Code Generation Models ICLR 2023 Dr.Spider: A Diagnostic Evaluation Benchmark towards Text-to-SQL Robustness ICLR 2023 DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases ICLR 2023 CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion NIPS 2023 Benchmarking Diverse-Modal Entity Linking with Generative Models ACL 2023 RobustQA: Benchmarking the Robustness of Domain Adaptation for Open-Domain Question Answering ACL 2023 ReCode: Robustness Evaluation of Code Generation Models ACL 2023 Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023 Exploring Continual Learning for Code Generation Models ACL 2023 Importance of Synthesizing High-quality Data for Text-to-SQL Parsing ACL 2023 Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge ACL 2023 ContraCLM: Contrastive Learning For Causal Language Model ACL 2023 Efficient Shapley Values Estimation by Amortization for Text Classification ACL 2023 Improving Text-to-SQL Semantic Parsing with Fine-grained Query Understanding EMNLP 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 Learning Dialogue Representations from Consecutive Utterances NAACL 2022 Generation-Focused Table-Based Intermediate Pre-training for Free-Form Question Answering AAAI 2022 Structured Prediction as Translation between Augmented Natural Languages ICLR 2021 Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training AAAI 2021 Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction ACL 2021 Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering ACL 2021 Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021 Retrieval, Re-ranking and Multi-task Learning for Knowledge-Base Question Answering EACL 2021 Entity-level Factual Consistency of Abstractive Text Summarization EACL 2021 Pairwise Supervised Contrastive Learning of Sentence Representations EMNLP 2021 Generative Context Pair Selection for Multi-hop Question Answering EMNLP 2021 Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021 Answering Ambiguous Questions through Generative Evidence Fusion and Round-Trip Prediction IJCNLP 2021 Dual Reader-Parser on Hybrid Textual and Tabular Evidence for Open Domain Question Answering IJCNLP 2021 Improving Factual Consistency of Abstractive Summarization via Question Answering IJCNLP 2021 Supporting Clustering with Contrastive Learning NAACL 2021 Who Did They Respond to? Conversation Structure Modeling Using Masked Hierarchical Transformer AAAI 2020 Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020 Augmented Natural Language for Generative Sequence Labeling EMNLP 2020 Beyond [CLS] through Ranking by Generation EMNLP 2020 Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering ACL 2020 Improve Transformer Models with Better Relative Position Embeddings EMNLP 2020 End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020 Topic Modeling with Wasserstein Autoencoders ACL 2019 Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering IJCNLP 2019 Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering EMNLP 2019 Domain Adaptation with BERT-based Domain Classification and Data Selection EMNLP 2019 OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations CVPR 2019 Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention Clustering ACL 2018 Coherence-Aware Neural Topic Modeling EMNLP 2018 Improved Neural Relation Detection for Knowledge Base Question Answering ACL 2017 Jointly Trained Sequential Labeling and Classification by Sparse Attention Neural Networks INTERSPEECH 2017 Group Sparse CNNs for Question Classification with Answer Sets ACL 2017 Simple Question Answering by Attentive Convolutional Neural Network COLING 2016 Improved Representation Learning for Question Answer Matching ACL 2016 Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence NAACL 2016 Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond CONLL 2016 Labeled Data Generation with Encoder-Decoder LSTM for Semantic Slot Filling INTERSPEECH 2016 Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling EMNLP 2016 Dependency-based Convolutional Neural Networks for Sentence Embedding ACL 2015 Efficient Hyper-parameter Optimization for NLP Applications EMNLP 2015 Classifying Relations by Ranking with Convolutional Neural Networks ACL 2015 Classifying Relations by Ranking with Convolutional Neural Networks IJCNLP 2015 Dependency-based Convolutional Neural Networks for Sentence Embedding IJCNLP 2015 Improving Twitter Sentiment Analysis with Topic-Based Mixture Modeling and Semi-Supervised Training ACL 2014 Anchor Graph: Global Reordering Contexts for Statistical Machine Translation EMNLP 2013 Enlisting the Ghost: Modeling Empty Categories for Machine Translation ACL 2013 Two-Neighbor Orientation Model with Cross-Boundary Global Contexts ACL 2013 A Correction Model for Word Alignments EMNLP 2011 Discriminative Feature-Tied Mixture Modeling for Statistical Machine Translation ACL 2011 Feature-Rich Discriminative Phrase Rescoring for SMT COLING 2010 Diversify and Combine: Improving Word Alignment for Machine Translation on Low-Resource Languages ACL 2010 Combining Outputs from Multiple Machine Translation Systems NAACL 2007