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Foundation Models

4845 directly classified papers

Papers per year

Papers

SUPERB-SG: Enhanced Speech processing Universal PERformance Benchmark for Semantic and Generative Capabilities ACL 2022

ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022

HLDC: Hindi Legal Documents Corpus ACL 2022

Dynatask: A Framework for Creating Dynamic AI Benchmark Tasks ACL 2022

Transformer with Memory Replay AAAI 2022

LeaningTower@LT-EDI-ACL2022: When Hope and Hate Collide ACL 2022

NOMAD: Nonlinear Manifold Decoders for Operator Learning NIPS 2022

Inductive Relation Prediction by BERT AAAI 2022

SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ACL 2022

Interactive Children’s Story Rewriting Through Parent-Children Interaction ACL 2022

Differentiable Analog Quantum Computing for Optimization and Control NIPS 2022

GJG@TamilNLP-ACL2022: Emotion Analysis and Classification in Tamil using Transformers ACL 2022

Doctor XAvIer: Explainable Diagnosis on Physician-Patient Dialogues and XAI Evaluation ACL 2022

Extracting Latent Steering Vectors from Pretrained Language Models ACL 2022

Human Language Modeling ACL 2022

HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information ACL 2022

Multi-Stage Prompting for Knowledgeable Dialogue Generation ACL 2022

Enhancing Natural Language Representation with Large-Scale Out-of-Domain Commonsense ACL 2022

A Natural Diet: Towards Improving Naturalness of Machine Translation Output ACL 2022

Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ICML 2022

Does Simultaneous Speech Translation need Simultaneous Models? EMNLP 2022

On the Cusp of Comprehensibility: Can Language Models Distinguish Between Metaphors and Nonsense? EMNLP 2022

On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features ICML 2022

Improving abstractive summarization with energy-based re-ranking EMNLP 2022

CounterGeDi: A Controllable Approach to Generate Polite, Detoxified and Emotional Counterspeech IJCAI 2022