Fei Xia

AutoGameUI: Constructing High-Fidelity GameUI via Multimodal Correspondence Matching AAAI 2026 Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization RSS 2025 Vision Language Models are In-Context Value Learners ICLR 2025 Reasoning Models Reason Well, Until They Don’t IJCNLP 2025 Does Data Contamination Detection Work (Well) for LLMs? A Survey and Evaluation on Detection Assumptions NAACL 2025 Reasoning Models Reason Well, Until They Don’t AACL 2025 Gen2Act: Human Video Generation in Novel Scenarios enables Generalizable Robot Manipulation CORL 2025 Tapping into Social Media in Crisis: A Survey ACL 2025 A Systematic Survey of Claim Verification: Corpora, Systems, and Case Studies EMNLP 2025 MEDEC: A Benchmark for Medical Error Detection and Correction in Clinical Notes ACL 2025 DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving CVPR 2025 Aspect-based Sentiment Analysis with Context Denoising NAACL 2024 Video Language Planning ICLR 2024 Global-Local Collaborative Inference with LLM for Lidar-Based Open-Vocabulary Detection ECCV 2024 MicroDiffusion: Implicit Representation-Guided Diffusion for 3D Reconstruction from Limited 2D Microscopy Projections CVPR 2024 PEACE: A Dataset of Pharmaceutical Care for Cancer Pain Analgesia Evaluation and Medication Decision NIPS 2024 Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods COLING 2024 SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities CVPR 2024 Mobility VLA: Multimodal Instruction Navigation with Long-Context VLMs and Topological Graphs CORL 2024 Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction NAACL 2024 Overview of the MEDIQA-M3G 2024 Shared Task on Multilingual Multimodal Medical Answer Generation NAACL 2024 Mastering Symbolic Operations: Augmenting Language Models with Compiled Neural Networks ICLR 2024 DermaVQA: A Multilingual Visual Question Answering Dataset for Dermatology MICCAI 2024 PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs ICML 2024 Chain of Code: Reasoning with a Language Model-Augmented Code Emulator ICML 2024 Learning to Learn Faster from Human Feedback with Language Model Predictive Control RSS 2024 DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model NIPS 2024 Large Language Models Are No Longer Shallow Parsers ACL 2024 Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024 Learning Multimodal Contrast with Cross-modal Memory and Reinforced Contrast Recognition ACL 2024 Challenging Large Language Models with New Tasks: A Study on their Adaptability and Robustness ACL 2024 Disagreeable, Slovenly, Honest and Un-named Women? Investigating Gender Bias in English Educational Resources by Extending Existing Gender Bias Taxonomies ACL 2024 FindThis: Language-Driven Object Disambiguation in Indoor Environments CORL 2023 Find Parent then Label Children: A Two-stage Taxonomy Completion Method with Pre-trained Language Model EACL 2023 End-to-end Aspect-based Sentiment Analysis with Combinatory Categorial Grammar ACL 2023 Gesture-Informed Robot Assistance via Foundation Models CORL 2023 Open-World Object Manipulation using Pre-Trained Vision-Language Models CORL 2023 Q-Transformer: Scalable Offline Reinforcement Learning via Autoregressive Q-Functions CORL 2023 PaLM-E: An Embodied Multimodal Language Model ICML 2023 Navigation with Large Language Models: Semantic Guesswork as a Heuristic for Planning CORL 2023 Scaling Robot Learning with Semantically Imagined Experience RSS 2023 Large Language Models as General Pattern Machines CORL 2023 RT-1: Robotics Transformer for Real-World Control at Scale RSS 2023 Demonstrating Large Language Models on Robots RSS 2023 RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic Control CORL 2023 Robots That Ask For Help: Uncertainty Alignment for Large Language Model Planners CORL 2023 Language to Rewards for Robotic Skill Synthesis CORL 2023 Large Language Models are Better Reasoners with Self-Verification EMNLP 2023 Grounded Decoding: Guiding Text Generation with Grounded Models for Embodied Agents NIPS 2023 A Masked Segmental Language Model for Unsupervised Natural Language Segmentation NAACL 2022 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NIPS 2022 BEHAVIOR-1K: A Benchmark for Embodied AI with 1,000 Everyday Activities and Realistic Simulation CORL 2022 Do As I Can, Not As I Say: Grounding Language in Robotic Affordances CORL 2022 Learning Model Predictive Controllers with Real-Time Attention for Real-World Navigation CORL 2022 Inner Monologue: Embodied Reasoning through Planning with Language Models CORL 2022 Improving Relation Extraction through Syntax-induced Pre-training with Dependency Masking ACL 2022 VPAI_Lab at MedVidQA 2022: A Two-Stage Cross-modal Fusion Method for Medical Instructional Video Classification ACL 2022 A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation ACL 2022 Extracting and Inferring Personal Attributes from Dialogue ACL 2022 Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing COLING 2022 Multi-Robot Active Mapping via Neural Bipartite Graph Matching CVPR 2022 Towards Accurate Active Camera Localization ECCV 2022 SWFormer: Sparse Window Transformer for 3D Object Detection in Point Clouds ECCV 2022 MedConQA: Medical Conversational Question Answering System based on Knowledge Graphs EMNLP 2022 LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary NAACL 2022 LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer NAACL 2022 LingJing at SemEval-2022 Task 1: Multi-task Self-supervised Pre-training for Multilingual Reverse Dictionary SEMEVAL 2022 LingJing at SemEval-2022 Task 3: Applying DeBERTa to Lexical-level Presupposed Relation Taxonomy with Knowledge Transfer SEMEVAL 2022 iGibson 2.0: Object-Centric Simulation for Robot Learning of Everyday Household Tasks CORL 2021 BEHAVIOR: Benchmark for Everyday Household Activities in Virtual, Interactive, and Ecological Environments CORL 2021 Summarizing Medical Conversations via Identifying Important Utterances COLING 2020 Studying Challenges in Medical Conversation with Structured Annotation ACL 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Multi-channel Attention of Character N-grams COLING 2020 Supertagging Combinatory Categorial Grammar with Attentive Graph Convolutional Networks EMNLP 2020 Improving Constituency Parsing with Span Attention EMNLP 2020 Improving Chinese Word Segmentation with Wordhood Memory Networks ACL 2020 ReferIt3D: Neural Listeners for Fine-Grained 3D Object Identification in Real-World Scenes ECCV 2020 Joint Chinese Word Segmentation and Part-of-speech Tagging via Two-way Attentions of Auto-analyzed Knowledge ACL 2020 NLPStatTest: A Toolkit for Comparing NLP System Performance AACL 2020 ChiMed: A Chinese Medical Corpus for Question Answering ACL 2019 Composite Shape Modeling via Latent Space Factorization ICCV 2019 PoseRBPF: A Rao-Blackwellized Particle Filter for6D Object Pose Estimation RSS 2019 A Behavioral Approach to Visual Navigation with Graph Localization Networks RSS 2019 WTMED at MEDIQA 2019: A Hybrid Approach to Biomedical Natural Language Inference ACL 2019 HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators CORL 2019 Coding Structures and Actions with the COSTA Scheme in Medical Conversations ACL 2018 Gibson Env: Real-World Perception for Embodied Agents CVPR 2018 CROWD-IN-THE-LOOP: A Hybrid Approach for Annotating Semantic Roles EMNLP 2017 NeuralFDR: Learning Discovery Thresholds from Hypothesis Features NIPS 2017 Learning Word Representations with Regularization from Prior Knowledge CONLL 2017 A Web-framework for ODIN Annotation ACL 2016 Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Tutorial Abstracts COLING 2014 Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization ACL 2014 A Common Case of Jekyll and Hyde: The Synergistic Effect of Using Divided Source Training Data for Feature Augmentation IJCNLP 2013 Generalized Relational Topic Models with Data Augmentation IJCAI 2013 Dependency Parser Adaptation with Subtrees from Auto-Parsed Target Domain Data ACL 2013 Enhanced and Portable Dependency Projection Algorithms Using Interlinear Glossed Text ACL 2013 Improving Dependency Parsing with Interlinear Glossed Text and Syntactic Projection COLING 2012 Entropy-based Training Data Selection for Domain Adaptation COLING 2012 Linguistic Phenomena, Analyses, and Representations: Understanding Conversion between Treebanks IJCNLP 2011 A comparison of unsupervised methods for Part-of-Speech Tagging in Chinese COLING 2010 Comparing Language Similarity across Genetic and Typologically-Based Groupings COLING 2010 Parsing, Projecting & Prototypes: Repurposing Linguistic Data on the Web EACL 2009 Language ID in the Context of Harvesting Language Data off the Web EACL 2009 Finding parallel texts on the web using cross-language information retrieval IJCNLP 2008 A Hybrid Approach to the Induction of Underlying Morphology IJCNLP 2008 Repurposing Theoretical Linguistic Data for Tool Development and Search IJCNLP 2008 Automatically Identifying Computationally Relevant Typological Features IJCNLP 2008 Multilingual Structural Projection across Interlinear Text NAACL 2007 Improving a Statistical MT System with Automatically Learned Rewrite Patterns COLING 2004 A Phrase-based Unigram Model for Statistical Machine Translation NAACL 2003 TIPS: A Translingual Information Processing System NAACL 2003 A Uniform Method of Grammar Extraction and Its Applications ACL 2000 A Uniform Method of Grammar Extraction and Its Applications EMNLP 2000 Comparing Lexicalized Treebank Grammars Extracted from Chinese, Korean, and English Corpora ACL 2000