conftrace_

text understanding

80 papers

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question answering (2963) machine reading comprehension (430) large language model (13587) reading comprehension (377) text classification (6793) multi-modal learning (1278) information extraction (1090) natural language processing (2034) pre-trained language model (1515) benchmark evaluation (1556)

Papers

CTTA-T: Continual Test-Time Adaptation for Text Understanding via Teacher-Student with a Domain-aware and Generalized Teacher ACL 2026
SEAGraph: Unveiling the Whole Story of Paper Review Comments IJCNLP 2025
R²-CoD: Understanding Text-Graph Complementarity in Relational Reasoning via Knowledge Co-Distillation IJCNLP 2025
YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification ACL 2025
NovelCR: A Large-Scale Bilingual Dataset Tailored for Long-Span Coreference Resolution ACL 2025
StrucText-Eval: Evaluating Large Language Model’s Reasoning Ability in Structure-Rich Text ACL 2025
Reverse Modeling in Large Language Models NAACL 2025
KRETA: A Benchmark for Korean Reading and Reasoning in Text-Rich VQA Attuned to Diverse Visual Contexts EMNLP 2025
Multi-Attribute Multi-Grained Adaptation of Pre-Trained Language Models for Text Understanding from Bayesian Perspective AAAI 2025
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts EMNLP 2025
How Accurate Are LLMs at Multi-Question Answering on Conversational Transcripts? EMNLP 2025
YNU-HPCC at SemEval-2025 Task 6: Using BERT Model with R-drop for Promise Verification SEMEVAL 2025
EAVIT: Efficient and Accurate Human Value Identification From Text Data via LLMs IJCAI 2025
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities ACL 2025
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types ACL 2025
On Narrative Question Answering Skills NAACL 2024
It Is Not About What You Say, It Is About How You Say It: A Surprisingly Simple Approach for Improving Reading Comprehension ACL 2024
NumDecoders at SemEval-2024 Task 7: FlanT5 and GPT enhanced with CoT for Numerical Reasoning NAACL 2024
Which questions should I answer? Salience Prediction of Inquisitive Questions EMNLP 2024
“We Demand Justice!”: Towards Social Context Grounding of Political Texts EMNLP 2024
Decomposing Semantic Shifts for Composed Image Retrieval AAAI 2024
FAC2E: Better Understanding Large Language Model Capabilities by Dissociating Language and Cognition EMNLP 2024
Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets EMNLP 2024
Abbreviation Across the World’s Languages and Scripts COLING 2024
Using Large Language Models for Understanding Narrative Discourse EMNLP 2024