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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

Contextualized Graph Representations for Generating Counter-Narratives against Hate Speech EMNLP 2024
Can visual language models resolve textual ambiguity with visual cues? Let visual puns tell you! EMNLP 2024
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning EMNLP 2024
MAVEN-FACT: A Large-scale Event Factuality Detection Dataset EMNLP 2024
Predicting generalization performance with correctness discriminators EMNLP 2024
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024
LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024
Academics Can Contribute to Domain-Specialized Language Models EMNLP 2024
Zero-shot Cross-domain Dialogue State Tracking via Context-aware Auto-prompting and Instruction-following Contrastive Decoding EMNLP 2024
DocCGen: Document-based Controlled Code Generation EMNLP 2024
Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors EMNLP 2023
A Generative Approach for Script Event Prediction via Contrastive Fine-Tuning AAAI 2023
Improving Interpretability via Explicit Word Interaction Graph Layer AAAI 2023
Feature-Level Debiased Natural Language Understanding AAAI 2023
Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning AAAI 2023
Unpacking Ambiguous Structure: A Dataset for Ambiguous Implicit Discourse Relations for English and Egyptian Arabic ACL 2023
Unsupervised Legal Evidence Retrieval via Contrastive Learning with Approximate Aggregated Positive AAAI 2023
GENTLE: A Genre-Diverse Multilayer Challenge Set for English NLP and Linguistic Evaluation ACL 2023
Distinguishing Romanized Hindi from Romanized Urdu ACL 2023
Decoder Tuning: Efficient Language Understanding as Decoding ACL 2023
Correcting Semantic Parses with Natural Language through Dynamic Schema Encoding ACL 2023
MeetingQA: Extractive Question-Answering on Meeting Transcripts ACL 2023
Are Human Explanations Always Helpful? Towards Objective Evaluation of Human Natural Language Explanations ACL 2023
Character Coreference Resolution in Movie Screenplays ACL 2023
AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ACL 2023