Who cites «Inherent Disagreements in Human Textual Inferences»

240 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
Assessing the Difficulty of Inference Types in Natural Language Inference for Clinical Trials — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
Beyond Annotator Disagreement: Guideline-Induced Errors in Arabic Hate Speech Annotation — 2026 · Proceedings of the 20th Linguistic Annotation Workshop (LAW XX)
Beyond Black-Box Labels: Interpretable Criteria for Diagnosing Subjective NLP Tasks — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
CEI: A Benchmark for Evaluating Pragmatic Reasoning in Language Models — 2026 · arXiv:2603.09993
COGNAC at SemEval-2026 Task 5: LLM Ensembles for Human-Level Word Sense Plausibility Rating in Challenging Narratives — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
Calibrating LLM Judges: Linear Probes for Fast and Reliable Uncertainty Estimation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)
Can LLMs Evaluate What They Cannot Annotate? Revisiting LLM Reliability in Hate Speech Detection — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
DIDECO: An Annotated Dataset for Intent Detection in Digital Communications — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
Dataset Cartography for Implicit Discourse Relation Recognition: Promises and Pitfalls — 2026 · Proceedings of the 2nd Joint Workshop on Computational Approaches to Discourse, Context and Document-Level Inferences and Computational Models of Reference, Anaphora and Coreference (CODI-CRAC 2026)
Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
Fine-Grained Perspectives: Modeling Explanations with Annotator-Specific Rationales — 2026 · Proceedings of the the fifth edition of NLPerspectives
ForEx: A Formal Verification Framework for Explainable Reasoning in Logical Fallacy Detection and Annotation — 2026 · arXiv:2606.21867
GAIN: A Benchmark for Goal-Aligned Decision-Making of Large Language Models under Imperfect Norms — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
Gold Label Errors in the SciFact Benchmark: An LLM-Assisted Annotation Audit — 2026 · BioNLP 2026
How Ethos and Pathos Appeals Resonate in Reader Interpretations of Social Media Messages — 2026 · Proceedings of the 27th Annual Meeting of the Special Interest Group on Discourse and Dialogue
How Grounded is Wikipedia? A Study on Structured Evidential Support and Retrieval — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
How Much Human Label Variation Does Formal Semantic Structure Explain?: Group-Level Effects and Item-Level Ceilings in NLI — 2026 · arXiv:2607.15870
Human Label Variation in Implicit Discourse Relation Recognition — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
Humans and LLMs Diverge on Probabilistic Inferences — 2026 · Transactions of the Association for Computational Linguistics
In Generative AI We (Dis)Trust? Computational Analysis of Trust and Distrust in Reddit Discussions — 2026 · Transactions of the Association for Computational Linguistics
Label and Explanation Variation in LLM-Based Annotation: a Case Study in Natural Language Inference — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Lost in Dialect: The Annotation Gap in Multilingual LLM Safety — 2026 · Proceedings of the 1st Workshop on Multilinguality in the Era of Large Language Models (MeLLM 2026)
Optimizing What We Trust: Reliability-Guided QUBO Selection of Multi-Agent Weak Framing Signals for Arabic Sentiment Prediction — 2026 · Proceedings of the 2nd Workshop on NLP for Languages Using Arabic Script
Position: From Noise to Signal to Selbstzweck - Reframing Human Label Variation in the Era of Post-training in NLP — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
Selection Shapes the Boundary: A Preregistered Replication of Monotonicity and Label Agreement in Unselected NLI Populations — 2026 · arXiv:2607.19231
SynthLLM: An LLM-based Scalable Synthetic Data Generation Pipeline for Low-Resource Languages — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
The Proxy Presumption: From Semantic Embeddings to Valid Social Measures — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Training and Evaluating with Human Label Variation: An Empirical Study — 2026 · Computational Linguistics
Using Model Disagreement to Identify Unstable Regions in MT Evaluation — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
When Ground Truth Disagrees: A Human-in-the-Loop Audit of Annotation Errors in High-Stakes Crash Narratives — 2026 · Proceedings of the 20th Linguistic Annotation Workshop (LAW XX)
A Multi-Task and Multi-Label Classification Model for Implicit Discourse Relation Recognition — 2025 · Proceedings of the 26th Annual Meeting of the Special Interest Group on Discourse and Dialogue
A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
AUTALIC: A Dataset for Anti-AUTistic Ableist Language In Context — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
An Annotation Protocol for Diachronic Evaluation of Semantic Drift in Disability Sources — 2025 · Proceedings of the 19th Linguistic Annotation Workshop (LAW-XIX-2025)
Annotating Spatial Descriptions in Literary and Non-Literary Text — 2025 · Proceedings of the 19th Linguistic Annotation Workshop (LAW-XIX-2025)
Arbiters of Ambivalence: Challenges of using LLMs in No-Consensus tasks — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
Are Humans as Brittle as Large Language Models? — 2025 · Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics
Assessing the Reliability of LLMs Annotations in the Context of Demographic Bias and Model Explanation — 2025 · Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP)
Behind Closed Words: Creating and Investigating the forePLay Annotated Dataset for Polish Erotic Discourse — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Conflicts in Texts: Data, Implications and Challenges — 2025 · Findings of the Association for Computational Linguistics: EMNLP 2025
Dis2Dis: Explaining Ambiguity in Fact-Checking — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
Enhancing Small Language Models for Cross-Lingual Generalized Zero-Shot Classification with Soft Prompt Tuning — 2025 · arXiv:2503.19469
Exploring Explanations Improves the Robustness of In-Context Learning — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
GRASP at CoMeDi Shared Task: Multi-Strategy Modeling of Annotator Behavior in Multi-Lingual Semantic Judgments — 2025 · Proceedings of Context and Meaning: Navigating Disagreements in NLP Annotation
Hope vs. Hate: Understanding User Interactions with LGBTQ+ News Content in Mainstream US News Media through the Lens of Hope Speech — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
Identification of Multiple Logical Interpretations in Counter-Arguments — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
Implicit and Indirect: Detecting Face-threatening and Paired Actions in Asynchronous Online Conversations — 2025 · Northern European Journal of Language Technology
Is LLM an Overconfident Judge? Unveiling the Capabilities of LLMs in Detecting Offensive Language with Annotation Disagreement — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
LLMs Struggle with NLI for Perfect Aspect: A Cross-Linguistic Study in Chinese and Japanese — 2025 · Proceedings of the 16th International Conference on Computational Semantics
Label Bias in Symbolic Representation of Meaning — 2025 · Proceedings of the 19th Linguistic Annotation Workshop (LAW-XIX-2025)
LeWiDi-2025 at NLPerspectives: Third Edition of the Learning with Disagreements Shared Task — 2025 · Proceedings of the The 4th Workshop on Perspectivist Approaches to NLP
Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
McMaster at LeWiDi-2025: Demographic-Aware RoBERTa — 2025 · Proceedings of the The 4th Workshop on Perspectivist Approaches to NLP
Mining the uncertainty patterns of humans and models in the annotation of moral foundations and human values — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection — 2025 · Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics
On Crowdsourcing Task Design for Discourse Relation Annotation — 2025 · Proceedings of Context and Meaning: Navigating Disagreements in NLP Annotation
On Reference (In-)Determinacy in Natural Language Inference — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
PromotionGo at LeWiDi-2025: Enhancing Multilingual Irony Detection with Data-Augmented Ensembles and L1 Loss — 2025 · Proceedings of the The 4th Workshop on Perspectivist Approaches to NLP
Revisiting Active Learning under (Human) Label Variation — 2025 · Proceedings of the The 4th Workshop on Perspectivist Approaches to NLP
Robust Estimation of Population-Level Effects in Repeated-Measures NLP Experimental Designs — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Surprisal reveals diversity gaps in image captioning and different scorers change the story — 2025 · Proceedings of the 18th International Natural Language Generation Conference
TEEMIL : Towards Educational MCQ Difficulty Estimation in Indic Languages — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
When Annotators Disagree, Topology Explains: Mapper, a Topological Tool for Exploring Text Embedding Geometry and Ambiguity — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
World Knowledge Resolves Some Aspectual Ambiguity — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
Your Model is Overconfident, and Other Lies We Tell Ourselves — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
``Feels Feminine to Me'''': Understanding Perceived Gendered Style through Human Annotations — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
𝛿-Stance: A Large-Scale Real World Dataset of Stances in Legal Argumentation — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Accurate and Data-Efficient Toxicity Prediction when Annotators Disagree — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Addressing the Binning Problem in Calibration Assessment through Scalar Annotations — 2024 · Transactions of the Association for Computational Linguistics
Advancing Annotation for Continuous Data in Swiss German Sign Language — 2024 · Proceedings of the LREC-COLING 2024 11th Workshop on the Representation and Processing of Sign Languages: Evaluation of Sign Language Resources
AmbiFC: Fact-Checking Ambiguous Claims with Evidence — 2024 · Transactions of the Association for Computational Linguistics
Are You Serious? Handling Disagreement When Annotating Conspiracy Theory Texts — 2024 · Proceedings of the 18th Linguistic Annotation Workshop (LAW-XVIII)
CHAmbi: A New Benchmark on Chinese Ambiguity Challenges for Large Language Models — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
Conditional and Modal Reasoning in Large Language Models — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Conformal Prediction for Natural Language Processing: A Survey — 2024 · Transactions of the Association for Computational Linguistics
Corpus Considerations for Annotator Modeling and Scaling — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024
D3CODE: Disentangling Disagreements in Data across Cultures on Offensiveness Detection and Evaluation — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Detecting Perspective-Getting in Wikipedia Discussions — 2024 · Proceedings of the Sixth Workshop on Natural Language Processing and Computational Social Science (NLP+CSS 2024)
Don''t Blame the Data, Blame the Model: Understanding Noise and Bias When Learning from Subjective Annotations — 2024 · Proceedings of the 1st Workshop on Uncertainty-Aware NLP (UncertaiNLP 2024)
Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic — 2024 · Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing
Evaluating Large Language Models for Health-related Queries with Presuppositions — 2024 · Findings of the Association for Computational Linguistics: ACL 2024
Exploring Continual Learning of Compositional Generalization in NLI — 2024 · Transactions of the Association for Computational Linguistics
Exploring Soft-Label Training for Implicit Discourse Relation Recognition — 2024 · Proceedings of the 5th Workshop on Computational Approaches to Discourse (CODI 2024)
Federated Learning for Exploiting Annotators' Disagreements in Natural Language Processing — 2024 · Transactions of the Association for Computational Linguistics
First Tragedy, then Parse: History Repeats Itself in the New Era of Large Language Models — 2024 · Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
Forget NLI, Use a Dictionary: Zero-Shot Topic Classification for Low-Resource Languages with Application to Luxembourgish — 2024 · Proceedings of the 3rd Annual Meeting of the Special Interest Group on Under-resourced Languages @ LREC-COLING 2024
Foundational Challenges in Assuring Alignment and Safety of Large Language Models — 2024 · arXiv:2404.09932
GermEval2024 Shared Task: GerMS-Detect – Sexism Detection in German Online News Fora — 2024 · Proceedings of GermEval 2024 Task 1 GerMS-Detect Workshop on Sexism Detection in German Online News Fora (GerMS-Detect 2024)
Getting Logic From LLMs Annotating Natural Language Inference with Sabiá — 2024 · Proceedings of the 15th Brazilian Symposium in Information and Human Language Technology
Human Temporal Inferences Go Beyond Aspectual Class — our card · 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
Interpreting Predictive Probabilities: Model Confidence or Human Label Variation? — 2024 · Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts — 2024 · Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Learning to Refine with Fine-Grained Natural Language Feedback — 2024 · Findings of the Association for Computational Linguistics: EMNLP 2024