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dblp.org
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DBLP
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aclanthology.org
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ACL Anthology
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orcid.org
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ORCID
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semanticscholar.org
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Semantic Scholar
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arxiv.org
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A Survey on Knowledge Distillation of Large Language Models
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arxiv.org
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Good Questions Help Zero-Shot Image Reasoning
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arxiv.org
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Thread of thought unraveling chaotic contexts
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arxiv.org
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Augmented Large Language Models with Parametric Knowledge Guiding
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arxiv.org
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AIR: Post-training Data Selection for Reasoning via Attention Head Influence
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arxiv.org
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Dynamic Stratified Contrastive Learning with Upstream Augmentation for MILP Branching <b><b style="color:red">(Spotlight)</b></b>
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arxiv.org
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Unsat Core Prediction through Polarity-Aware Representation Learning over Clause-Literal Hypergraphs
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arxiv.org
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NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents
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arxiv.org
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D²Evo: Dual Difficulty-Aware Self-Evolution for Data-Efficient Reinforcement Learning
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dl.acm.org
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LLMs are Also Effective Embedding Models: An In-depth Overview
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arxiv.org
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FACTrial: Factorized Clinical Contrastive Training for Scalable Patient-Trial Retrieval
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arxiv.org
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Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models
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arxiv.org
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CodeMEM: AST-Guided Adaptive Memory for Repository-Level Iterative Code Generation
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dl.acm.org
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Empowering Targeted Neighborhood Search via Hyper Tour for Large-Scale TSP
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arxiv.org
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WizardEvent: Empowering Event Reasoning by Hybrid Event-Aware Data Synthesizing
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arxiv.org
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Semi-Supervised Anomaly Detection through Denoising-Aware Contrastive Distance Learning
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arxiv.org
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WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct
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arxiv.org
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A Comprehensive Evaluation on Event Reasoning of Large Language Models
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arxiv.org
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LONGCODEU: Benchmarking Long-Context Language Models on Long Code Understanding
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arxiv.org
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Unified Multi-scenario Summarization Evaluation and Explanation
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arxiv.org
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Large Language Model-Aware In-Context Learning for Code Generation
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arxiv.org
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RetriEVAL: Evaluating Text Generation with Contextualized Lexical Match
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aclanthology.org
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Re-Reading Improves Reasoning in Language Models
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github.com
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[Code]
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aclanthology.org
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Leveraging Large Language Models for NLG Evaluation: Advances and Challenges
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aclanthology.org
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Synergistic Interplay between Search and Large Language Models for Information Retrieval
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github.com
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[Code]
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aclanthology.org
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Adam: Dense Retrieval Distillation with Adaptive Dark Examples
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aclanthology.org
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Meta-Task Prompting Elicits Embedding from Large Language Models
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aclanthology.org
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Retrieval-Augmented Retrieval: Large Language Models are Strong Zero-Shot Retriever
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aclanthology.org
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MEEL: Multi-Modal Event Evolution Learning
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github.com
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[Code]
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aclanthology.org
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Pre-training Cross-Modal Retrieval by Expansive Lexicon-Patch Alignment
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aclanthology.org
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Multi-Grained Conversational Graph Network for Retrieval-based Dialogue Systems
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arxiv.org
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WizadLM: Empowering Large Language Models to Follow Complex Instructions
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github.com
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[Code]
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arxiv.org
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WizardCoder: Empowering Code Large Language Models with Evol-Instruct
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github.com
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[Code]
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aclanthology.org
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CCPrefix: Counter- factual Contrastive Prefix-Tuning for Many-Class Classification
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arxiv.org
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Fine-Grained Distillation for Long Document Retrieval
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arxiv.org
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LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval
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github.com
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[Code]
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arxiv.org
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UnifieR: A Unified Retriever for Large-Scale Retrieval
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github.com
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[Code]
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aclanthology.org
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CoRe: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection
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aclanthology.org
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FAA: Fine-grained Attention Alignment for Cascade Document Ranking
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aclanthology.org
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Improving the Robustness of Summarization Systems with Dual Augmentation
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github.com
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[Code]
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aclanthology.org
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MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
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github.com
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<b>[Dataset]</b>
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aclanthology.org
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UniEvent: Unified Generative Model with Multi-Dimensional Prefix for Zero-Shot Event-Relational Reasoning
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aclanthology.org
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SEAG: Structure-Aware Event Causality Generation
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aclanthology.org
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Towards Robust Ranker for Text Retrieval
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aclanthology.org
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Attend, Select and Eliminate: Accelerating Multi-turn Response Selection with Dual-attention-based Content Elimination
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aclanthology.org
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Length-Adaptive Distillation: Customizing Small Language Model for Dynamic Token Pruning
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aclanthology.org
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MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation
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arxiv.org
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D2KM: Dimension-Disentangled Knowledge Model for Commonsense Graph Construction
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github.com
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[Code]
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arxiv.org
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LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval
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github.com
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[Code]
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openreview.net
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HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization
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github.com
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[Code]
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arxiv.org
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LexMAE: Lexicon-Bottlenecked Pretraining for Large-Scale Retrieval
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github.com
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[Code]
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arxiv.org
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KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Few-Shot NLP
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github.com
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[Code]
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dl.acm.org
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Learning Multi-turn Response Selection in Grounded Dialogues with Reinforced Knowledge and Context Distillation
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aclanthology.org
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PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings
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github.com
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[Code]
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aclanthology.org
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Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook
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aclanthology.org
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How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection
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aclanthology.org
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There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning
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aclanthology.org
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Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation
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aclanthology.org
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Learning to Express in Knowledge-Grounded Conversation
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ijcai.org
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Who Says What to Whom: A Survey of Multi-Party Conversations
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aclanthology.org
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HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations
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github.com
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[Code]
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aclanthology.org
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Multi-Granularity Structural Knowledge Distillation for Language Model Compression
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github.com
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[Code]
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aclanthology.org
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ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation
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aclanthology.org
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There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory
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arxiv.org
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Prompt-based Data Augmentation for Low-Resource NLU Tasks
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github.com
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[Code]
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aclanthology.org
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TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge
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github.com
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[Code]
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dl.acm.org
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Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training
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arxiv.org
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Neural Rule-Execution Tracking Machine For Transformer-Based Text Generation
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aclanthology.org
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MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding
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github.com
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[Code]
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arxiv.org
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Maria: A Visual Experience Powered Conversational Agent
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github.com
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[Code]
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aclanthology.org
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A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations
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ijcai.org
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A Survey on Response Selection for Retrieval-based Dialogues
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aclanthology.org
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Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study
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dl.acm.org
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Response Ranking with Multi-types of Deep Interactive Representations in Retrieval-based Dialogues
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arxiv.org
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Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
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