SOTAVerified

Response Generation

A task where an agent should play the $DE$ role and generate a text to respond to a $P$ message.

Papers

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Showing 21–30 of 914 papers

TitleStatusHype
Large Language Models as Zero-shot Dialogue State Tracker through Function CallingCode2
CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular FusionCode2
STICKERCONV: Generating Multimodal Empathetic Responses from ScratchCode2
Compressing Context to Enhance Inference Efficiency of Large Language ModelsCode2
SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created Through Human-Machine CollaborationCode2
On Evaluating Adversarial Robustness of Large Vision-Language ModelsCode2
Towards a Unified Multi-Dimensional Evaluator for Text GenerationCode2
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response GenerationCode2
MASS: Masked Sequence to Sequence Pre-training for Language GenerationCode2
Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement LearningCode1
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All datasetsSIMMC2.0ArgSciChatMMConv

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1PaCEBLEU34.1—Unverified
2BART-largeBLEU33.1—Unverified
3BART-baseBLEU29.4—Unverified
4MTNBLEU21.7—Unverified
5GPT-2BLEU19.2—Unverified
#ModelMetricClaimedVerifiedStatus
1LED(Q,F)Message-F119.54—Unverified
2LED(Q,P,H)Message-F116.14—Unverified
3LED(Q,P)Message-F114.25—Unverified
#ModelMetricClaimedVerifiedStatus
1PaCEBLEU22—Unverified
2SimpleTODBLEU20.3—Unverified