Language Models

Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation AAAI 2022 Position-based Prompting for Health Outcome Generation ACL 2022 Pretrained Biomedical Language Models for Clinical NLP in Spanish ACL 2022 Pre-trained language models evaluating themselves - A comparative study ACL 2022 Pre-Trained Language Models for Interactive Decision-Making NeurIPS 2022 Pre-Trained Multilingual Sequence-to-Sequence Models: A Hope for Low-Resource Language Translation? ACL 2022 Pretraining Text Encoders with Adversarial Mixture of Training Signal Generators ICLR 2022 PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training EMNLP 2022 Probing BERT’s priors with serial reproduction chains ACL 2022 Prompt Tuning for Discriminative Pre-trained Language Models ACL 2022 QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance EMNLP 2022 Query Generation with External Knowledge for Dense Retrieval ACL 2022 Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings ACL 2022 RCML at TSAR-2022 Shared Task: Lexical Simplification With Modular Substitution Candidate Ranking EMNLP 2022 ReACC: A Retrieval-Augmented Code Completion Framework ACL 2022 RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder EMNLP 2022 Revisiting and Advancing Chinese Natural Language Understanding with Accelerated Heterogeneous Knowledge Pre-training EMNLP 2022 Revisiting Pre-trained Language Models and their Evaluation for Arabic Natural Language Processing EMNLP 2022 SBU Figures It Out: Models Explain Figurative Language EMNLP 2022 Signal in Noise: Exploring Meaning Encoded in Random Character Sequences with Character-Aware Language Models ACL 2022 SimKGC: Simple Contrastive Knowledge Graph Completion with Pre-trained Language Models ACL 2022 SlovakBERT: Slovak Masked Language Model EMNLP 2022 Softmax Bottleneck Makes Language Models Unable to Represent Multi-mode Word Distributions ACL 2022 SSN_MLRG1@LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text ACL 2022 SummN: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents ACL 2022