Research

Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

4,899 tasksPage 131 of 196

Task	Domain	Benchmarks	Papers	Last update
Downstream Generation and Ranking Alignment	llm chat instructionnlp	1	1	Apr 23, 2026
Personalized Dialogue	llm chat instruction	1	1	Apr 23, 2026
LLM adoption forecasting	llm chat instruction	1	1	Apr 23, 2026
Counseling Dialogue Generation	llm chat instructionnlp	1	1	Apr 23, 2026
End-to-End Task-Oriented Dialog	nlpllm chat instruction	1	2	Mar 11, 2026
Potential risk reasoning	llm chat instructionnlp	1	1	Feb 21, 2026
Counseling Accuracy Evaluation	llm chat instruction	1	1	Apr 23, 2026
Scenario-based Reasoning (Overall)	llm chat instruction	1	1	Feb 18, 2026
Empathy Response Generation	llm chat instructionnlp	1	1	Feb 21, 2026
Logic Puzzle Solving	llm chat instruction	1	2	Jun 8, 2026
InstructTTS	speech audiollm chat instruction	1	1	Feb 21, 2026
Compositional Task Success	llm chat instruction	1	1	Apr 23, 2026
Multi-agent interaction and social reasoning	llm chat instructionagents tool use	1	1	Apr 23, 2026
Speech-to-speech/text instruction following	speech audiollm chat instruction	1	1	Feb 21, 2026
Multi-agent research collaboration	agents tool usellm chat instruction	1	1	Apr 23, 2026
Problem-solving performance evaluation	llm chat instructionnlp	1	1	Feb 18, 2026
Instruction Alignment	llm chat instruction	1	1	Apr 23, 2026
Response Preference Evaluation	llm chat instruction	1	3	Jul 7, 2026
Prevention Reasoning	llm chat instruction	1	1	Apr 24, 2026
Long-form Song Generation	llm chat instruction	1	1	Feb 21, 2026
Privacy Expectation Alignment	adversarial safety securityllm chat instruction	1	1	Apr 24, 2026
Reward Inference	llm chat instruction	1	1	Feb 18, 2026
Vignette Completeness	nlpllm chat instruction	1	1	Apr 24, 2026
Instruction-following Text-to-Speech	speech audiollm chat instruction	1	1	Feb 21, 2026
Multi-Player Social Reasoning and Strategy	llm chat instructionagents tool use	1	1	Apr 24, 2026