Causal Effects of Linguistic Properties
Comments To appear at NAACL 2021 (Annual Conference of the North American Chapter of the Association for Computational Linguistics)
作者
Dan Jurafsky
Natural Language Processing
Measuring Conversational Uptake: A Case Study on Student-Teacher Interactions
Comments ACL 2021
Attention Flows are Shapley Value Explanations
Comments ACL 2021
Sensitivity as a Complexity Measure for Sequence Classification Tasks
Comments Accepted by TACL. This is a pre-MIT Press publication version
Frequency-based Distortions in Contextualized Word Embeddings
Improving Factual Completeness and Consistency of Image-to-Text Radiology Report Generation
Comments Accepted to NAACL-HLT 2021
Utility is in the Eye of the User: A Critique of NLP Leaderboards
Comments EMNLP 2020 (updated with additional references)
Detecting Stance in Media on Global Warming
Comments 9 pages, 6 figures
Journal ref Findings of ACL: EMNLP 2020
Language Through a Prism: A Spectral Approach for Multiscale Language Representations
Comments NeurIPS 2020
Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models
Comments EMNLP 2020
With Little Power Comes Great Responsibility
Comments To appear at EMNLP 2020
A Framework for the Computational Linguistic Analysis of Dehumanization
Comments 31 pages, 6 figures (Appendix is 4 pages, 4 figures). Submitted to Frontiers in Artificial Intelligence (Language and Computation)
Journal ref Frontiers in Artificial Intelligence 3 (2020):55
The Role of Verb Semantics in Hungarian Verb-Object Order
Comments Work in progress
Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models
Comments AC2020
Social Bias Frames: Reasoning about Social and Power Implications of Language
Comments ACL 2020 Camera Ready; Data available at http://tinyurl.com/social-bias-frames
Generalization through Memorization: Nearest Neighbor Language Models
Comments ICLR 2020
Automatically Neutralizing Subjective Bias in Text
Comments To appear at AAAI 2020
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts
Comments Accepted at EMNLP'2019; Added dataset link
Embedding Logical Queries on Knowledge Graphs
Comments Published in NeurIPS 2018
Sample Efficient Text Summarization Using a Single Pre-Trained Transformer
Analyzing Polarization in Social Media: Method and Application to Tweets on 21 Mass Shootings
Comments NAACL 2019; code and data available at https://github.com/ddemszky/framing-twitter
Framing and Agenda-setting in Russian News: a Computational Analysis of Intricate Political Strategies
Comments Accepted as a full paper at EMNLP 2018
Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change
Comments Association for Computational Linguistics (ACL), 2016. Minor corrections; improved methodology for Section 3
Textual Analogy Parsing: What's Shared and What's Compared among Analogous Facts
Comments 12 pages including appendix and references. To be presented at EMNLP 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context
Comments ACL 2018
Community Interaction and Conflict on the Web
Comments In WWW 2018: The Web Conference. Project website with data and code is https://snap.stanford.edu/conflict/
JESC: Japanese-English Subtitle Corpus
Comments To appear at LREC 2018. Project website updated
