Wenhan Xiong

Law of the Weakest Link: Cross Capabilities of Large Language Models ICLR 2025 Scene-LLM: Extending Language Model for 3D Visual Reasoning WACV 2025 Effective Long-Context Scaling of Foundation Models NAACL 2024 FLAME : Factuality-Aware Alignment for Large Language Models NeurIPS 2024 LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models NAACL 2024 Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length NeurIPS 2024 Adapting Pretrained Text-to-Text Models for Long Text Sequences EMNLP 2023 Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality EMNLP 2023 Multi-Head State Space Model for Speech Recognition Interspeech 2023 Sub-network Discovery and Soft-masking for Continual Learning of Mixed Tasks EMNLP 2023 Text-guided 3D Human Generation from 2D Collections EMNLP 2023 Boosted Dense Retriever NAACL 2022 Bridging the Training-Inference Gap for Dense Phrase Retrieval EMNLP 2022 SCROLLS: Standardized CompaRison Over Long Language Sequences EMNLP 2022 Simple Local Attentions Remain Competitive for Long-Context Tasks NAACL 2022 Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval ICLR 2021 Open-Domain Question-Answering for COVID-19 and Other Emergent Domains EMNLP 2021 Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering EACL 2021 Unsupervised Multi-hop Question Answering by Question Generation NAACL 2021 Zero-shot Fact Verification by Claim Generation ACL 2021 HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data EMNLP 2020 Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model ICLR 2020 Do Multi-hop Readers Dream of Reasoning Chains? EMNLP 2019 Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing NAACL 2019 Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader ACL 2019 Learning to Learn and Predict: A Meta-Learning Approach for Multi-Label Classification EMNLP 2019 Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019 Sentence Embedding Alignment for Lifelong Relation Extraction NAACL 2019 Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering EMNLP 2019 TWEETQA: A Social Media Focused Question Answering Dataset ACL 2019 Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation ECCV 2018 One-Shot Relational Learning for Knowledge Graphs EMNLP 2018 Scheduled Policy Optimization for Natural Language Communication with Intelligent Agents IJCAI 2018 Variational Knowledge Graph Reasoning NAACL 2018 DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning EMNLP 2017