Daxin Jiang

GitTaskBench: A Benchmark for Code Agents Solving Real-World Tasks Through Code Repository Leveraging AAAI 2026 Learning to Compress: Unlocking the Potential of Large Language Models for Text Representation AAAI 2026 PRIME: A Process-Outcome Alignment Benchmark for Verifiable Reasoning in Mathematics and Engineering ACL 2026 ReasonEdit: Towards Reasoning-Enhanced Image Editing Models CVPR 2026 Beyond the First Error: Process Reward Models for Reflective Mathematical Reasoning EMNLP 2025 LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation EMNLP 2025 Unearthing Gems from Stones: Policy Optimization with Negative Sample Augmentation for LLM Reasoning EMNLP 2025 ADAM: Dense Retrieval Distillation with Adaptive Dark Examples ACL 2024 Fine-Grained Distillation for Long Document Retrieval AAAI 2024 Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment COLING 2024 Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever ACL 2024 Synergistic Interplay between Search and Large Language Models for Information Retrieval ACL 2024 WizardCoder: Empowering Code Large Language Models with Evol-Instruct ICLR 2024 WizardLM: Empowering Large Pre-Trained Language Models to Follow Complex Instructions ICLR 2024 A Graph Fusion Approach for Cross-Lingual Machine Reading Comprehension AAAI 2023 Alleviating Over-smoothing for Unsupervised Sentence Representation ACL 2023 Allies: Prompting Large Language Model with Beam Search EMNLP 2023 Code Execution with Pre-trained Language Models ACL 2023 Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023 CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection ACL 2023 FAA: Fine-grained Attention Alignment for Cascade Document Ranking ACL 2023 HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization ICLR 2023 Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023 Iterative Proposal Refinement for Weakly-Supervised Video Grounding CVPR 2023 KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP ICLR 2023 LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Sparse Retrieval ICCV 2023 LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval ICLR 2023 Modeling Sequential Sentence Relation to Improve Cross-lingual Dense Retrieval ICLR 2023 SimLM: Pre-training with Representation Bottleneck for Dense Passage Retrieval ACL 2023 Structural Contrastive Pretraining for Cross-Lingual Comprehension ACL 2023 Towards Robust Ranker for Text Retrieval ACL 2023 WIERT: Web Information Extraction via Render Tree AAAI 2023 Bridging the Gap between Language Models and Cross-Lingual Sequence Labeling NAACL 2022 ClarET: Pre-training a Correlation-Aware Context-To-Event Transformer for Event-Centric Generation and Classification ACL 2022 CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022 Contextual Fine-to-Coarse Distillation for Coarse-grained Response Selection in Open-Domain Conversations ACL 2022 Empowering Dual-Encoder with Query Generator for Cross-Lingual Dense Retrieval EMNLP 2022 FORCE: A Framework of Rule-Based Conversational Recommender System AAAI 2022 HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations ACL 2022 Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022 Lexicon-Enhanced Self-Supervised Training for Multilingual Dense Retrieval EMNLP 2022 Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text ACL 2022 Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA EMNLP 2022 Multimodal Dialogue Response Generation ACL 2022 Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022 NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion ECCV 2022 PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks ACL 2022 RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models AACL 2022 Small Changes Make Big Differences: Improving Multi-turn Response Selection in Dialogue Systems via Fine-Grained Contrastive Learning Interspeech 2022 Social Norms-Grounded Machine Ethics in Complex Narrative Situation COLING 2022 Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation EMNLP 2022 Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting NAACL 2022 TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge ACL 2022 THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption ACL 2022 Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022 Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval IJCAI 2022 XLM-D: Decorate Cross-lingual Pre-training Model as Non-Autoregressive Neural Machine Translation EMNLP 2022 A Survey on Response Selection for Retrieval-based Dialogues IJCAI 2021 CoSQA: 20,000+ Web Queries for Code Search and Question Answering ACL 2021 GLGE: A New General Language Generation Evaluation Benchmark ACL 2021 GraphCodeBERT: Pre-training Code Representations with Data Flow ICLR 2021 Improving Zero-Shot Cross-lingual Transfer for Multilingual Question Answering over Knowledge Graph NAACL 2021 Integrating Pre-trained Model into Rule-based Dialogue Management AAAI 2021 K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters ACL 2021 Language Scaling for Universal Suggested Replies Model NAACL 2021 Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues AAAI 2021 Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding EMNLP 2021 Learning Neural Templates for Recommender Dialogue System EMNLP 2021 Learning to Ground Visual Objects for Visual Dialog EMNLP 2021 Maria: A Visual Experience Powered Conversational Agent ACL 2021 Modeling Event-Pair Relations in External Knowledge Graphs for Script Reasoning ACL 2021 MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding ACL 2021 Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation NeurIPS 2021 ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation ACL 2021 Reasoning over Entity-Action-Location Graph for Procedural Text Understanding ACL 2021 Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021 Reinforced Multi-Teacher Selection for Knowledge Distillation AAAI 2021 Syntax-Enhanced Pre-trained Model ACL 2021 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 A Graph Representation of Semi-structured Data for Web Question Answering COLING 2020 CodeBERT: A Pre-Trained Model for Programming and Natural Languages EMNLP 2020 Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation COLING 2020 Difference-aware Knowledge Selection for Knowledge-grounded Conversation Generation EMNLP 2020 Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation EMNLP 2020 Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020 Effective Search of Logical Forms for Weakly Supervised Knowledge-Based Question Answering IJCAI 2020 Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension ACL 2020 Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder ACL 2020 GRACE: Gradient Harmonized and Cascaded Labeling for Aspect-based Sentiment Analysis EMNLP 2020 Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering AAAI 2020 Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection EMNLP 2020 LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network ACL 2020 Neural Semantic Parsing in Low-Resource Settings with Back-Translation and Meta-Learning AAAI 2020 No Answer is Better Than Wrong Answer: A Reflection Model for Document Level Machine Reading Comprehension EMNLP 2020 RikiNet: Reading Wikipedia Pages for Natural Question Answering ACL 2020 Towards Interpretable Reasoning over Paragraph Effects in Situation EMNLP 2020 Unicoder-VL: A Universal Encoder for Vision and Language by Cross-Modal Pre-Training AAAI 2020 XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation EMNLP 2020 Joint Type Inference on Entities and Relations via Graph Convolutional Networks ACL 2019 Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base EMNLP 2019 NeuronBlocks: Building Your NLP DNN Models Like Playing Lego EMNLP 2019 Unicoder: A Universal Language Encoder by Pre-training with Multiple Cross-lingual Tasks EMNLP 2019 Deep LSTM based Feature Mapping for Query Classification NAACL 2016 Automatically Mining Question Reformulation Patterns from Search Log Data ACL 2012