← Authors

Bing Xiang

74 papers · 2007–2024 · 13 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (13) 🌈 Renaissance Researcher (7) 🐝 Cross-Pollinator (8) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸƒ Academic Marathon (17) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (28) πŸ† Grand Slam πŸ‘₯ Mega-Team (25) πŸ”¬ Deep Specialist (12) πŸ† Keyword Champion (2) 🀝 Dynamic Duo (31) πŸš€ Conference Pioneer ⚑ Prolific Year (5) ❓ The Questioner πŸ’Ž Century Club (74) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (12) πŸ—ƒοΈ Keyword Collector (237)

Conferences

ACL (28) EMNLP (16) ICLR (6) IJCNLP (6) NAACL (4) AAAI (3) COLING (3) EACL (2) INTERSPEECH (2) CONLL (1) CVPR (1) ICML (1) NIPS (1)

Top co-authors

Ramesh Nallapati (31) Zhiguo Wang (23) Patrick Ng (21) Henghui Zhu (20) Bowen Zhou (18) Cicero Nogueira dos Santos (13) Dejiao Zhang (12) Feng Nan (12) Xiaofei Ma (12) Alexander Hanbo Li (11)

Keywords

question answering (9) named entity recognition (6) contrastive learning (5) open-domain question answering (5) entity linking (5) few-shot learning (4) information retrieval (4) code generation (4) generative model (4) domain adaptation (4) semantic parsing (3) language model (3) table understanding (3) abstractive summarization (3) semantic similarity (3) unsupervised learning (3) factual consistency (3) intent classification (3) text generation (2) multi-task learning (2)

Papers

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