research-themes-03_2021.md

• Data (→14)
  • creation & annotation schemes (8)
  • incorporation of structured data (5)
  • cleaning (1)
• Domains (→48)
  • open-domain
    • chitchat (4)
      • 🏅 Alexa Prize (3)
    • search (4)
  • goal/task-oriented (3)
    • coaching (2)
    • health care (4)
    • human learning (5)
    • recruitment (1)
    • customer support (5)
    • museum (1)
    • citizen services (1)
    • software development (1)
    • companion (4)
    • behaviour change (1)
    • data exploration (4)
    • aerospace (1)
    • image editing (1)
    • human-agent negotiation
      • 🏅 Automated Negotiating Agents Competition (2)
    • agriculture (1)
• Theoretical works (→5)
  • definition (1)
  • agent-human interactions (1)
  • argumentation models (1)
  • conversationnal strategies (1)
  • theories of conversation (1)
• Techniques (→14)
  • reinforcement learning (9)
  • model training (5)
• Sub-problems (→84)
  • conversation in focus (→32)
    • conversation context tracking (12)
      • 🏅 Dialog System Technology Challenge (2)
    • context-independent query rewriting
    • dialogue error recovery (2)
    • dialogue policy learning & management (15)
    • model analysis (1)
  • response in focus (→32)
    • response ranking (7)
      • question answering (7)
    • response generation (8)
      • meaningful responses (6)
      • clarifying questions (4)
  • recommendation (3)
  • personalization (7)
  • emotions, empathy & persona (6)
  • multimodal (3)
  • agent orchestration (1)
• Evaluation (→15)
  • individiual dialogues (4)
  • conversational UIs & agents (10)
  • user simulation (1)
• Systems (→39)
  • tools/prototypes (13)
  • system architecture (2)
  • production system challenges (4)
  • crowd-powered/supported systems (4)
  • interface design (7)
  • inclusion and accessibility (3)
  • agent design (6)
• Users (→31)
  • experiences, perceptions and expectations (12)
    • children (1)
    • older people (2)
  • trust (3)
  • behaviour (5)
  • use cases (8)
• Others (→51)