Home | Tags | #p-plank

#p-plank

SMW+26a

AIMO Interpretability Challenge

NeurIPS 2026

#p-plank

DLG+26a

Breaking the Likelihood Trap: Variance-Calibrated Modulation for Large Language Model Decoding

EMNLP 2026

#p-bischl #p-plank

KME+26

Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining

EMNLP 2026

#p-hedderich #p-kutyniok #p-plank

DDV+26

When Do Explanations Help In-Context Learning? a Comparative Study of Natural Language Explanation Types and Faithfulness

Preprint (Aug. 2026)

#p-fraser #p-kasneci-gjergji #p-plank

JHF+26

BavGround: A Benchmark for Regional Cultural Grounding and Dialect Competence in Bavarian

Preprint (Aug. 2026)

#p-hedderich #p-plank

EDM+26

ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior

ICML 2026

#p-hedderich #p-kutyniok #p-plank

LDG+26

Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion

ICML 2026

#p-plank

CSA+26

Lost in Translation? Exploring the Shift in Grammatical Gender From Latin to Occitan

NLP4DH 2026

#p-bischl #p-plank

SG26

From Traditional Taggers to LLMs: A Comparative Study of POS Tagging for Medieval Romance Languages

NLP4DH 2026

#p-plank

AHP+26

Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico With Large Language Models

ACL 2026

#p-kreuter #p-plank

BWP26

Standard-to-Dialect Transfer Trends Differ Across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects

ACL 2026

#p-plank

DLG+26

Min-K Sampling: Decoupling Truncation From Temperature Scaling via Relative Logit Dynamics

ACL 2026

#p-bischl #p-plank

SGZ26

Digitizing Nepal's Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts

ACL 2026

#p-plank

SMK+26

Language Models Learn Universal Representations of Numbers and Here's Why You Should Care

ACL 2026

#p-plank

CHZ+26

Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective

Findings @ACL 2026

#p-plank

HCP+26

Agree, Disagree, Explain: Decomposing Human Label Variation in NLI Through the Lens of Explanations

Findings @ACL 2026

#p-plank

PKL+26

LtzGLUE: Luxembourgish General Language Understanding Evaluation

Findings @ACL 2026

#p-plank

SCC+26

Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration

Findings @ACL 2026

#p-hedderich #p-plank

XTP26

Position: From Noise to Signal to Selbstzweck - Reframing Human Label Variation in the Era of Post-Training in NLP

Findings @ACL 2026

#p-plank

ZWY+26

Self-Reinforcing Controllable Synthesis of Rare Relational Data via Bayesian Calibration

Findings @ACL 2026

#p-plank

ZPP+26

EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI

Findings @ACL 2026

#p-plank

NPS+26

Parsing Middle High German: Exploring Cross-Lingual NLP for Treebank Construction in Low-Resource Historical Languages

Digital Scholarship in the Humanities Fqag104. Jul. 2026

#p-plank #p-schuetze

Bla26

Natural Language Processing for Dialects and Low-Resource Language Varieties

Dissertation LMU München. Jun. 2026

#p-plank

Wan26

Evaluating and Mitigating Misalignment in Language Models

Dissertation LMU München. Jun. 2026

#p-plank

FBC+26

A Reporting Checklist for Large Language Models in Behavioural Science

Nature Human Behaviour 10. Jun. 2026

#p-feuerriegel #p-plank

FTA+26

Uncertainty Is Not a Safety Net for Clinical VQA, but Can It Anticipate Model Failure?

Preprint (Jun. 2026)

#p-plank

ZLT+26

Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models

Preprint (Jun. 2026)

#p-plank #p-schuetze #p-tresp

WPL26

Bi-Text Mining Across German Dialects: On the Role of Synthetic Training Data for Dialect Adaptation

BUCC @LREC 2026

#p-plank

LPB+26a

Variation Is the Norm: Embracing Sociolinguistics in NLP

LREC 2026

#p-plank

PPB+26

Information Asymmetry Across Language Varieties: A Case Study on Cantonese-Mandarin and Bavarian-German QA

LREC 2026

#p-plank

WBP26

Indirect Question Answering in English, German and Bavarian: A Challenging Task for High- And Low-Resource Languages Alike

LREC 2026

#p-plank

SMP+26

I Came, I Saw, I Explained: Benchmarking Multimodal LLMs on Figurative Meaning in Memes

LREC 2026

#p-plank

BAP+26

Clarify, Abstain or Answer? Strategising in Conversation With Belief-Augmented Generation

Preprint (May. 2026)

#p-plank

CHZ+26a

Human Label Variation as Stable Signal: Learning Annotator-Specific Explanation Behavior via Cross-Annotator Preference Optimization

Preprint (May. 2026)

#p-plank

CCM+26

Reasoning That Travels: Dissecting How Chain-of-Thought Transfers Across Models

Preprint (May. 2026)

#p-plank

GHM+26

Tracing Uncertainty in Language Model 'Reasoning'

Preprint (May. 2026)

#p-plank

LLW+26a

NICE FACT: Diagnosing and Calibrating VLMs in Quantitative Reasoning for Kinematic Physics

Preprint (May. 2026)

#p-plank #p-seidl #p-tresp

MBD+26

LPDS: Evaluating LLM Robustness Through Logic-Preserving Difficulty Scaling

Preprint (May. 2026)

#p-plank

MCG+26

Disagreeing Rationales: Rethinking Classification and Explainability Evaluation in Hate Speech Detection

Preprint (May. 2026)

#p-plank

Gar26

A Credal-Set Perspective on Task-Induced Distributional Drift in Text Generation

CAO @ICLR 2026

#p-plank

WJP+26

Is It Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort

ICLR 2026

#p-plank

MZR+26

Compositional-ARC: Assessing Systematic Generalization in Abstract Spatial Reasoning

ICLR 2026

#p-plank

LPF26

Resource-Lean Lexicon Induction for German Dialects

Preprint (Apr. 2026)

#p-plank

KMK+26

When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces During Multilingual Language Model Training

EACL 2026

#p-plank

MCS+26

EACL 2026

#p-kreuter #p-plank

OMP+26

If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models

EACL 2026

#p-plank

SJF+26

Controlling Reading Ease With Gaze-Guided Text Generation

EACL 2026

#p-plank

GSH+26

Preprint (Mar. 2026)

#p-bischl #p-plank

SMT+26

Supporting Understanding: Comparing Conversational Interviewing in Chatbot vs Human-Administered Patient-Reported Outcomes for Stroke Survivors

ACM Transactions on Computing for Healthcare Early Access. Feb. 2026

#p-plank

RMP26

LogicSkills: A Structured Benchmark for Formal Reasoning in Large Language Models

Preprint (Feb. 2026)

#p-plank

WWG+26

Queer NLP: A Critical Survey on Literature Gaps, Biases and Trends

Preprint (Feb. 2026)

#p-plank

SAG+25

Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context

Preprint (Dec. 2025)

#p-plank

WWL+25

Refusal Direction Is Universal Across Safety-Aligned Languages

NeurIPS 2025

#p-plank #p-schuetze

CLP+25

References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation

INLG 2025

#p-plank

GBR+25a

Statistical Multicriteria Evaluation of LLM-Generated Text

INLG 2025

#p-bischl #p-plank

MWG+25

BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods

BlackboxNLP @EMNLP 2025

#p-plank #p-schuetze

GPB+25a

DistaLs: A Comprehensive Collection of Language Distance Measures

Demos @EMNLP 2025

#p-plank

AHS+25

Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling Using Gaze

EMNLP 2025

#p-plank #p-schuetze

BMP+25

The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It

EMNLP 2025

#p-plank

CLK+25

Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation

EMNLP 2025

#p-plank

DMS+25

Reason to Rote: Rethinking Memorization in Reasoning

EMNLP 2025

#p-plank

LCB+25

PERSEVAL: A Framework for Perspectivist Classification Evaluation

EMNLP 2025

#p-plank

TPF25

RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs

EMNLP 2025

#p-plank

WML+25

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis

EMNLP 2025

#p-kreuter #p-plank #p-schuetze

HCP+25

LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference

EMNLP 2025

#p-plank

DGL+25

GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation

Findings @EMNLP 2025

#p-bischl #p-plank

LBB+25

Make Every Letter Count: Building Dialect Variation Dictionaries From Monolingual Corpora

Findings @EMNLP 2025

#p-plank

LWK+25a

Tracing Multilingual Factual Knowledge Acquisition in Pretraining

Findings @EMNLP 2025

#p-plank #p-schuetze

ZCP+25

MAKIEval: A Multilingual Automatic WiKidata-Based Framework for Cultural Awareness Evaluation for LLMs

Findings @EMNLP 2025

#p-hedderich #p-plank

ZPL+25

What Media Frames Reveal About Stance: A Dataset and Study About Memes in Climate Change Discourse

Findings @EMNLP 2025

#p-plank

ZHK+25a

Evaluating Large Language Models for Cross-Lingual Retrieval

Findings @EMNLP 2025

#p-plank

LCP+25a

LeWiDi-2025 at NLPerspectives: The Third Edition of the Learning With Disagreements Shared Task

LeWiDi @EMNLP 2025

#p-plank

MPL+25

Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers

MRL @EMNLP 2025

#p-plank

EMK+25

Aligning NLP Models With Target Population Perspectives Using PAIR: Population-Aligned Instance Replication

NLPerspectives @EMNLP 2025

#p-kern #p-kreuter #p-plank

GAB+25

Revisiting Active Learning Under (Human) Label Variation

NLPerspectives @EMNLP 2025

#p-bischl #p-kauermann #p-plank

RPB+25

BoN Appetit Team at LeWiDi-2025: Best-of-N Test-Time Scaling Can Not Stomach Annotation Disagreements (Yet)

NLPerspectives @EMNLP 2025

#p-plank

GRH25

The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models

UncertaiNLP @EMNLP 2025

#p-plank

SMK+25

Unravelling the Mechanisms of Manipulating Numbers in Language Models

Preprint (Oct. 2025)

#p-plank

BBB+25

LLMs Instead of Human Judges? a Large Scale Empirical Study Across 20 NLP Evaluation Tasks

ACL 2025

#p-plank

ELP+25

Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set

ACL 2025

#p-hedderich #p-plank

HWZ+25

What’s the Difference? Supporting Users in Identifying the Effects of Prompt and Model Changes Through Token Patterns

ACL 2025

#p-hedderich #p-plank

MLZ+25

Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challenges

ACL 2025

#p-kreuter #p-plank

MYH+25

Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study

ACL 2025

#p-bischl #p-kreuter #p-plank

MWP25

Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models

ACL 2025

#p-plank

SFP25

Do LLMs Give Psychometrically Plausible Responses in Educational Assessments?

BEA @ACL 2025

#p-plank

BFT25

Analyzing the Effect of Linguistic Similarity on Cross-Lingual Transfer: Tasks and Experimental Setups Matter

Findings @ACL 2025

#p-plank

CPK+25

A Rose by Any Other Name: LLM-Generated Explanations Are Good Proxies for Human Explanations to Collect Label Distributions on NLI

Findings @ACL 2025

#p-plank

GBR+25

Towards Better Open-Ended Text Generation: A Multicriteria Evaluation Framework

GEM2 @ACL 2025

#p-bischl #p-plank

XSE+25

Better Aligned With Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases

L2M2 @ACL 2025

#p-plank

BWF+25

A Multi-Dialectal Dataset for German Dialect ASR and Dialect-to-Standard Speech Translation

Preprint (Jun. 2025)

#p-plank

SGW+25

Unveiling Factors for Enhanced POS Tagging: A Study of Low-Resource Medieval Romance Languages

Preprint (Jun. 2025)

#p-bischl #p-plank

JSH+25

MultiplEYE: Creating a Multilingual Eye-Tracking-While-Reading Corpus

ETRA 2025

#p-plank

SDH+25

Languages in Multilingual Speech Foundation Models Align Both Phonetically and Semantically

Preprint (May. 2025)

#p-guennemann #p-plank

SP25

Dialetto, Ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum

Findings @NAACL 2025

#p-plank

MES+25

Lost in Inference: Rediscovering the Role of Natural Language Inference for Large Language Models

NAACL 2025

#p-plank

SWG+25

Modern Models, Medieval Texts: A POS Tagging Study of Old Occitan

NLP4DH 2025

#p-bischl #p-plank

Bla25

Beyond 'Noisy' Text: How (And Why) to Process Dialect Data

W-NUT @NAACL 2025

#p-plank

WHR+25

Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

ICLR 2025

#p-plank

SWZ+25

Think Before Refusal : Triggering Safety Reflection in LLMs to Mitigate False Refusal Behavior

Preprint (Mar. 2025)

#p-navab #p-plank

LFP25

Mind the Uncertainty in Human Disagreement: Evaluating Discrepancies Between Model Predictions and Human Responses in VQA

AAAI 2025

#p-plank #p-seidl

FMB+25

Using Natural Language Processing to Analyse Text Data in Behavioural Science

Nature Reviews Psychology 4. Feb. 2025

#p-feuerriegel #p-plank

RGL+25

A Statistical Case Against Empirical Human-AI Alignment

Preprint (Feb. 2025)

#p-plank

GLH+25

Decoding Decoded: Understanding Hyperparameter Effects in Open-Ended Text Generation

COLING 2025

#p-bischl #p-plank

LKB+25

Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages

COLING 2025

#p-plank

MBP25

Evaluating Pixel Language Models on Non-Standardized Languages

COLING 2025

#p-plank

BKP25

Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection

VarDial @COLING 2025

#p-plank

KBP25

Improving Dialectal Slot and Intent Detection With Auxiliary Tasks: A Multi-Dialectal Bavarian Case Study

VarDial @COLING 2025

#p-plank

LPP+25

Neural Text Normalization for Luxembourgish Using Real-Life Variation Data

VarDial @COLING 2025

#p-plank

ZLW+24

FinerCut: Finer-Grained Interpretable Layer Pruning for Large Language Models

Compression Workshop @NeurIPS 2024

#p-bischl #p-plank

BCF+24a

PERSEID - Perspectivist Irony Detection: A CALAMITA Challenge

CLiC-It 2024

#p-plank

BCW+24

Data Augmentation Through Back-Translation for Stereotypes and Irony Detection

CLiC-It 2024

#p-plank

FPS+24

GFG - Gender-Fair Generation: A CALAMITA Challenge

CLiC-It 2024

#p-plank

LAS+24

GDTB: Genre Diverse Data for English Shallow Discourse Parsing Across Modalities, Text Types, and Domains

EMNLP 2024

#p-plank

MP24b

Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models

EMNLP 2024

#p-plank

BCL+24

I’m Sure You’re a Real Scholar Yourself: Exploring Ironic Content Generation by Large Language Models

Findings @EMNLP 2024

#p-plank

CWP+24

'Seeing the Big Through the Small': Can LLMs Approximate Human Judgment Distributions on NLI From a Few Explanations?

Findings @EMNLP 2024

#p-plank

GRL+24b

Adaptive Contrastive Search: Uncertainty-Guided Decoding for Open-Ended Text Generation

Findings @EMNLP 2024

#p-bischl #p-plank

MWH+24

The Potential and Challenges of Evaluating Attitudes, Opinions, and Values in Large Language Models

Findings @EMNLP 2024

#p-hedderich #p-kreuter #p-plank

SLF+24

To Know or Not to Know? Analyzing Self-Consistency of Large Language Models Under Ambiguity

Findings @EMNLP 2024

#p-plank

WZP+24

MultiClimate: Multimodal Stance Detection on Climate Change Videos

NLP4PI @EMNLP 2024

#p-plank

MP24a

Beyond Accuracy: Evaluating the Reasoning Behavior of Large Language Models--A Survey

COLM 2024

#p-plank

WHM24

Look at the Text: Instruction-Tuned Language Models Are More Robust Multiple Choice Selectors Than You Think

COLM 2024

#p-kreuter #p-plank

BKP+24

MaiBaam Annotation Guidelines

Preprint (Oct. 2024)

#p-plank

CWM+24

Understanding When Tree of Thoughts Succeeds: Larger Models Excel in Generation, Not Discrimination

Preprint (Oct. 2024)

#p-hedderich #p-plank

BPS+24

What Do Dialect Speakers Want? a Survey of Attitudes Towards Language Technology for German Dialects

ACL 2024

#p-plank #p-schuetze

MP24

Comparing Inferential Strategies of Humans and Large Language Models in Deductive Reasoning

ACL 2024

#p-plank

WPM+24

VariErr NLI: Separating Annotation Error From Human Label Variation

ACL 2024

#p-plank

XTI+24

Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification

ACL 2024

#p-plank

ZPB24

CLIMATELI: Evaluating Entity Linking on Climate Change Data

ClimateNLP @ACL 2024

#p-plank

WMH+24

My Answer Is C: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models

Findings @ACL 2024

#p-kreuter #p-plank

PKG+24

Challenging Error Correction in Recognised Byzantine Greek

ML4AL @ACL 2024

#p-plank

EPK24

Position: Insights From Survey Methodology Can Improve Training Data

ICML 2024

#p-kreuter #p-plank

ZSP+24a

MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness

SemEval @NAACL 2024

#p-plank

BKB+24

MaiBaam: A Multi-Dialectal Bavarian Universal Dependency Treebank

LREC-COLING 2024

#p-plank #p-schuetze

MP24c

IndirectQA: Understanding Indirect Answers to Implicit Polar Questions in French and Spanish

LREC-COLING 2024

#p-plank

PSS+24

Sebastian, Basti, Wastl?! Recognizing Named Entities in Bavarian Dialectal Data

LREC-COLING 2024

#p-plank

WJG+24

Slot and Intent Detection Resources for Bavarian and Lithuanian: Assessing Translations vs Natural Queries to Digital Assistants

LREC-COLING 2024

#p-plank

ZWH+24

Constructions Are So Difficult That Even Large Language Models Get Them Right for the Wrong Reasons

LREC-COLING 2024

#p-plank #p-schuetze

GHA+24

More Labels or Cases? Assessing Label Variation in Natural Language Inference

UnImplicit 2024

#p-bischl #p-plank

PSL+24

Different Tastes of Entities: Investigating Human Label Variation in Named Entity Annotations

UnImplicit 2024

#p-plank

ABP24

Exploring the Robustness of Task-Oriented Dialogue Systems for Colloquial German Varieties

EACL 2024

#p-plank

BFP+24

Interpreting Predictive Probabilities: Model Confidence or Human Label Variation?

EACL 2024

#p-plank

ZGK+24

NNOSE: Nearest Neighbor Occupational Skill Extraction

EACL 2024

#p-plank

ZGP24

Entity Linking in the Job Market Domain

Findings @EACL 2024

#p-plank

SPP+24

EEVEE: An Easy Annotation Tool for Natural Language Processing

LAW @EACL 2024

#p-plank

WLA+24a

Donkii: Characterizing and Detecting Errors in Instruction-Tuning Datasets

LAW @EACL 2024

#p-plank

ZWS+23

LoHoRavens: A Long-Horizon Language-Conditioned Benchmark for Robotic Tabletop Manipulation

Robot Learning @NeurIPS 2023

#p-plank #p-schuetze

GPS+23

Automatic Transcription of Handwritten Old Occitan Language

EMNLP 2023

#p-bischl #p-plank

GBA+23

What Comes Next? Evaluating Uncertainty in Neural Text Generators Against Human Production Variability

EMNLP 2023

#p-plank

LMG+23

Establishing Trustworthiness: Rethinking Tasks and Model Evaluation

EMNLP 2023

#p-plank

WP23

ACTOR: Active Learning With Annotator-Specific Classification Heads to Embrace Human Label Variation

EMNLP 2023

#p-plank

XTI+23

From Dissonance to Insights: Dissecting Disagreements in Rationale Construction for Case Outcome Classification

EMNLP 2023

#p-plank

MGP+23

Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts During Language Model Training

Findings @EMNLP 2023

#p-plank

ONH+23

How Different Is Stereotypical Bias Across Languages?

BIAS @ECML-PKDD 2023

#p-bischl #p-plank

KNG+23

A Tailored Handwritten-Text-Recognition System for Medieval Latin

ALP @RANLP 2023

#p-bischl #p-plank

WWS+23a

How to Distill Your BERT: An Empirical Study on the Impact of Weight Initialisation and Distillation Objectives

ACL 2023

#p-plank #p-schuetze

WP23a

ActiveAED: A Human in the Loop Improves Annotation Error Detection

Findings @ACL 2023

#p-plank

BDI+23

Uncertainty in Natural Language Generation: From Theory to Applications

Preprint (Jul. 2023)

#p-plank

BSP23b

A Survey of Corpora for Germanic Low-Resource Languages and Dialects

NoDaLiDa 2023

#p-plank #p-schuetze

BSP23a

Does Manipulating Tokenization Aid Cross-Lingual Transfer? a Study on POS Tagging for Non-Standardized Languages

VarDial @EACL 2023

#p-plank #p-schuetze

BAP+22

Stop Measuring Calibration When Humans Disagree

EMNLP 2022

#p-plank

BMZ+22

Evidence > Intuition: Transferability Estimation for Encoder Selection

EMNLP 2022

#p-plank

MVP22

Spectral Probing

EMNLP 2022

#p-plank

Pla22

The 'Problem' of Human Label Variation: On Ground Truth in Data, Modeling and Evaluation

EMNLP 2022

#p-plank

BP22a

CrossRE: A Cross-Domain Dataset for Relation Extraction

Findings @EMNLP 2022

#p-plank

UBM+22

Experimental Standards for Deep Learning in Natural Language Processing Research

Findings @EMNLP 2022

#p-plank

2018-12-10 - Last modified: 2018-12-10

#p-plank

AIMO Interpretability Challenge

Breaking the Likelihood Trap: Variance-Calibrated Modulation for Large Language Model Decoding

Copy First, Translate Later: Interpreting Translation Dynamics in Multilingual Pretraining

When Do Explanations Help In-Context Learning? a Comparative Study of Natural Language Explanation Types and Faithfulness

BavGround: A Benchmark for Regional Cultural Grounding and Dialect Competence in Bavarian

ExPLAIND: Unifying Model, Data, and Training Attribution to Study Model Behavior

Beyond Temperature: Hyperfitting as a Late-Stage Geometric Expansion

Lost in Translation? Exploring the Shift in Grammatical Gender From Latin to Occitan

From Traditional Taggers to LLMs: A Comparative Study of POS Tagging for Medieval Romance Languages

Survey Response Generation: Generating Closed-Ended Survey Responses In-Silico With Large Language Models

Standard-to-Dialect Transfer Trends Differ Across Text and Speech: A Case Study on Intent and Topic Classification in German Dialects

Min-K Sampling: Decoupling Truncation From Temperature Scaling via Relative Logit Dynamics

Digitizing Nepal's Written Heritage: A Comprehensive HTR Pipeline for Old Nepali Manuscripts

Language Models Learn Universal Representations of Numbers and Here's Why You Should Care

Decoupling the Effect of Chain-of-Thought Reasoning: A Human Label Variation Perspective

Agree, Disagree, Explain: Decomposing Human Label Variation in NLI Through the Lens of Explanations

LtzGLUE: Luxembourgish General Language Understanding Evaluation

Linear Script Representations in Speech Foundation Models Enable Zero-Shot Transliteration

Position: From Noise to Signal to Selbstzweck - Reframing Human Label Variation in the Era of Post-Training in NLP

Self-Reinforcing Controllable Synthesis of Rare Relational Data via Bayesian Calibration

EVADE: LLM-Based Explanation Generation and Validation for Error Detection in NLI

Parsing Middle High German: Exploring Cross-Lingual NLP for Treebank Construction in Low-Resource Historical Languages

Natural Language Processing for Dialects and Low-Resource Language Varieties

Evaluating and Mitigating Misalignment in Language Models

A Reporting Checklist for Large Language Models in Behavioural Science

Uncertainty Is Not a Safety Net for Clinical VQA, but Can It Anticipate Model Failure?

Edit the Bits, Diff the Codes: Bitwise Residual Editing for Visual Autoregressive Models

Bi-Text Mining Across German Dialects: On the Role of Synthetic Training Data for Dialect Adaptation

Variation Is the Norm: Embracing Sociolinguistics in NLP

Information Asymmetry Across Language Varieties: A Case Study on Cantonese-Mandarin and Bavarian-German QA

Indirect Question Answering in English, German and Bavarian: A Challenging Task for High- And Low-Resource Languages Alike

I Came, I Saw, I Explained: Benchmarking Multimodal LLMs on Figurative Meaning in Memes

Clarify, Abstain or Answer? Strategising in Conversation With Belief-Augmented Generation

Human Label Variation as Stable Signal: Learning Annotator-Specific Explanation Behavior via Cross-Annotator Preference Optimization

Reasoning That Travels: Dissecting How Chain-of-Thought Transfers Across Models

Tracing Uncertainty in Language Model 'Reasoning'

NICE FACT: Diagnosing and Calibrating VLMs in Quantitative Reasoning for Kinematic Physics

LPDS: Evaluating LLM Robustness Through Logic-Preserving Difficulty Scaling

Disagreeing Rationales: Rethinking Classification and Explainability Evaluation in Hate Speech Detection

A Credal-Set Perspective on Task-Induced Distributional Drift in Text Generation

Is It Thinking or Cheating? Detecting Implicit Reward Hacking by Measuring Reasoning Effort

Compositional-ARC: Assessing Systematic Generalization in Abstract Spatial Reasoning

Resource-Lean Lexicon Induction for German Dialects

When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces During Multilingual Language Model Training

Too Open for Opinion? Embracing Open-Endedness in Large Language Models for Social Simulation

If Probable, Then Acceptable? Understanding Conditional Acceptability Judgments in Large Language Models

Controlling Reading Ease With Gaze-Guided Text Generation

The Truncation Blind Spot: How Decoding Strategies Systematically Exclude Human-Like Token Choices

Supporting Understanding: Comparing Conversational Interviewing in Chatbot vs Human-Administered Patient-Reported Outcomes for Stroke Survivors

LogicSkills: A Structured Benchmark for Formal Reasoning in Large Language Models

Queer NLP: A Critical Survey on Literature Gaps, Biases and Trends

Generative AI Practices, Literacy, and Divides: An Empirical Analysis in the Italian Context

Refusal Direction Is Universal Across Safety-Aligned Languages

References Matter: Investigating the Impact of Reference Set Variation on Summarization Evaluation

Statistical Multicriteria Evaluation of LLM-Generated Text

BlackboxNLP-2025 MIB Shared Task: Exploring Ensemble Strategies for Circuit Localization Methods

DistaLs: A Comprehensive Collection of Language Distance Measures

Disentangling Subjectivity and Uncertainty for Hate Speech Annotation and Modeling Using Gaze

The Validation Gap: A Mechanistic Analysis of How Language Models Compute Arithmetic but Fail to Validate It

Threading the Needle: Reweaving Chain-of-Thought Reasoning to Explain Human Label Variation

Reason to Rote: Rethinking Memorization in Reasoning

PERSEVAL: A Framework for Perspectivist Classification Evaluation

RACQUET: Unveiling the Dangers of Overlooked Referential Ambiguity in Visual LLMs

M-ABSA: A Multilingual Dataset for Aspect-Based Sentiment Analysis

LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference

GUARD: Glocal Uncertainty-Aware Robust Decoding for Effective and Efficient Open-Ended Text Generation

Make Every Letter Count: Building Dialect Variation Dictionaries From Monolingual Corpora

Tracing Multilingual Factual Knowledge Acquisition in Pretraining

MAKIEval: A Multilingual Automatic WiKidata-Based Framework for Cultural Awareness Evaluation for LLMs

What Media Frames Reveal About Stance: A Dataset and Study About Memes in Climate Change Discourse

Evaluating Large Language Models for Cross-Lingual Retrieval

LeWiDi-2025 at NLPerspectives: The Third Edition of the Learning With Disagreements Shared Task

Relevant for the Right Reasons? Investigating Lexical Biases in Zero-Shot and Instruction-Tuned Rerankers

Aligning NLP Models With Target Population Perspectives Using PAIR: Population-Aligned Instance Replication

Revisiting Active Learning Under (Human) Label Variation

BoN Appetit Team at LeWiDi-2025: Best-of-N Test-Time Scaling Can Not Stomach Annotation Disagreements (Yet)

The Geometry of Creative Variability: How Credal Sets Expose Calibration Gaps in Language Models

Unravelling the Mechanisms of Manipulating Numbers in Language Models

LLMs Instead of Human Judges? a Large Scale Empirical Study Across 20 NLP Evaluation Tasks