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Natural Language Processing

2127 directly classified papers

Papers per year

Papers

Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities ACL 2022
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database ACL 2022
Bridging the Generalization Gap in Text-to-SQL Parsing with Schema Expansion ACL 2022
Systematic Inequalities in Language Technology Performance across the World’s Languages ACL 2022
Supervising Model Attention with Human Explanations for Robust Natural Language Inference AAAI 2022
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations ACL 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022
LexGLUE: A Benchmark Dataset for Legal Language Understanding in English ACL 2022
RST Discourse Parsing with Second-Stage EDU-Level Pre-training ACL 2022
Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization AAAI 2022
Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022
Word Segmentation as Unsupervised Constituency Parsing ACL 2022
Not always about you: Prioritizing community needs when developing endangered language technology ACL 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022
Is Discourse Role Important for Emotion Recognition in Conversation? AAAI 2022
From the Detection of Toxic Spans in Online Discussions to the Analysis of Toxic-to-Civil Transfer ACL 2022
An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022
Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning ACL 2022
How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks ACL 2022
From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection ACL 2022
Right for the Right Reason: Evidence Extraction for Trustworthy Tabular Reasoning ACL 2022