Dietrich Klakow

Orcid: 0000-0002-4147-9690

Affiliations:
  • Saarland University, Saarbrücken, Germany


According to our database1, Dietrich Klakow authored at least 291 papers between 1997 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Improving semantic understanding in speech language models via brain-tuning.
CoRR, 2024

AfriHuBERT: A self-supervised speech representation model for African languages.
CoRR, 2024

WinoPron: Revisiting English Winogender Schemas for Consistency, Coverage, and Grammatical Case.
CoRR, 2024

Human Speech Perception in Noise: Can Large Language Models Paraphrase to Improve It?
CoRR, 2024

Block-Operations: Using Modular Routing to Improve Compositional Generalization.
CoRR, 2024

Comgra: A Tool for Analyzing and Debugging Neural Networks.
CoRR, 2024

Learning Program Behavioral Models from Synthesized Input-Output Pairs.
CoRR, 2024

Joint vs Sequential Speaker-Role Detection and Automatic Speech Recognition for Air-traffic Control.
CoRR, 2024

On the Encoding of Gender in Transformer-based ASR Representations.
CoRR, 2024

Robust Pronoun Fidelity with English LLMs: Are they Reasoning, Repeating, or Just Biased?
CoRR, 2024

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.
CoRR, 2024

What explains the success of cross-modal fine-tuning with ORCA?
CoRR, 2024

AAdaM at SemEval-2024 Task 1: Augmentation and Adaptation for Multilingual Semantic Textual Relatedness.
Proceedings of the 18th International Workshop on Semantic Evaluation, 2024


A Preference-driven Paradigm for Enhanced Translation with Large Language Models.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Self-Supervised Adaptive Pre-Training of Multilingual Speech Models for Language and Dialect Identification.
Proceedings of the IEEE International Conference on Acoustics, 2024

Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice?
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Understanding "Democratization" in NLP and ML Research.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

EthioLLM: Multilingual Large Language Models for Ethiopian Languages with Task Evaluation.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Annotating Customer-Oriented Behaviour in Call Centre Sales Dialogues.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Who Did You Blame When Your Project Failed? Designing a Corpus for Presupposition Generation in Cross-Examination Dialogues.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Exploring the Effectiveness and Consistency of Task Selection in Intermediate-Task Transfer Learning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics, 2024

The Hidden Space of Transformer Language Adapters.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

What Are the Rules? Discovering Constraints from Data.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Understanding and Mitigating Classification Errors Through Interpretable Token Patterns.
CoRR, 2023

Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures.
CoRR, 2023

Information-Theoretic Characterization of Vowel Harmony: A Cross-Linguistic Study on Word Lists.
CoRR, 2023

Weaker Than You Think: A Critical Look atWeakly Supervised Learning.
CoRR, 2023

E KÚ [MASK]: Integrating Yorùbá cultural greetings into machine translation.
CoRR, 2023

Why Are We Waiting? Discovering Interpretable Models for Predicting Sojourn and Waiting Times.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

On the N-gram Approximation of Pre-trained Language Models.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Lightweight Method to Generate Unanswerable Questions in English.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Meta Self-Refinement for Robust Learning with Weak Supervision.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Multilingual Normalization of Temporal Expressions with Masked Language Models.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Ending the Blind Flight: Analyzing the Impact of Acoustic and Lexical Factors on WAV2VEC 2.0 in Air-Traffic Control.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

Enabling Noisy Label Usage for Out-of-Airspace Data in Read-Back Error Detection.
Proceedings of the IEEE Automatic Speech Recognition and Understanding Workshop, 2023

ε kú : Integrating YorùBá Cultural greetings into Machine Translation.
Proceedings of the 4th Workshop on African Natural Language Processing, 2023

Weaker Than You Think: A Critical Look at Weakly Supervised Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Few-shot Fine-tuning vs. In-context Learning: A Fair Comparison and Evaluation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023


2022
Explaining Black-box Predictions by Generating Local Meaningful Perturbations.
Int. J. Semantic Comput., 2022

Privacy in Speech and Language Technology (Dagstuhl Seminar 22342).
Dagstuhl Reports, 2022

Fusing Sentence Embeddings Into LSTM-based Autoregressive Language Models.
CoRR, 2022

Task-Adaptive Pre-Training for Boosting Learning With Noisy Labels: A Study on Text Classification for African Languages.
CoRR, 2022

StereoKG: Data-Driven Knowledge Graph Construction for Cultural Knowledge and Stereotypes.
CoRR, 2022

Exploiting Social Media Content for Self-Supervised Style Transfer.
CoRR, 2022

Multilingual Language Model Adaptive Fine-Tuning: A Study on African Languages.
CoRR, 2022

Knowledge Base Index Compression via Dimensionality and Precision Reduction.
CoRR, 2022

Artefact Retrieval: Overview of NLP Models with Knowledge Base Access.
CoRR, 2022

<i>CLIN-X</i>: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain.
Bioinform., 2022

TOKEN Is a MASK: Few-shot Named Entity Recognition with Pre-trained Language Models.
Proceedings of the Text, Speech, and Dialogue - 25th International Conference, 2022

Generating Natural Language Explanations for Black-Box Predictions.
Proceedings of the Fourth International Conference on Transdisciplinary AI, 2022

A Data-Driven Investigation of Noise-Adaptive Utterance Generation with Linguistic Modification.
Proceedings of the IEEE Spoken Language Technology Workshop, 2022

MCSE: Multimodal Contrastive Learning of Sentence Embeddings.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022


Adapting Language Models When Training on Privacy-Transformed Data.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Modeling the Impact of Syntactic Distance and Surprisal on Cross-Slavic Text Comprehension.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Placing M-Phasis on the Plurality of Hate: A Feature-Based Corpus of Hate Online.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings.
Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Label-Descriptive Patterns and Their Application to Characterizing Classification Errors.
Proceedings of the International Conference on Machine Learning, 2022

Call-Sign Recognition and Understanding for Noisy Air-Traffic Transcripts Using Surveillance Information.
Proceedings of the IEEE International Conference on Acoustics, 2022


Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Analyzing the Representational Geometry of Acoustic Word Embeddings.
Proceedings of the Fifth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2022

Is BERT Robust to Label Noise? A Study on Learning with Noisy Labels in Text Classification.
Proceedings of the Third Workshop on Insights from Negative Results in NLP, 2022

Discovering Interpretable Data-to-Sequence Generators.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Image manipulation with natural language using Two-sided Attentive Conditional Generative Adversarial Network.
Neural Networks, 2021

Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods.
J. Artif. Intell. Res., 2021

CLIN-X: pre-trained language models and a study on cross-task transfer for concept extraction in the clinical domain.
CoRR, 2021

Enhancing Reinforcement Learning with discrete interfaces to learn the Dyck Language.
CoRR, 2021

Proceedings of the First Workshop on Weakly Supervised Learning (WeaSuL).
CoRR, 2021

Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces.
CoRR, 2021

ANEA: Distant Supervision for Low-Resource Named Entity Recognition.
CoRR, 2021

Exploring Conditional Language Model Based Data Augmentation Approaches for Hate Speech Classification.
Proceedings of the Text, Speech, and Dialogue - 24th International Conference, 2021

Mining Easily Understandable Models from Complex Event Logs.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

Graph-based Argument Quality Assessment.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

incom.py 2.0 - Calculating Linguistic Distances and Asymmetries in Auditory Perception of Closely Related Languages.
Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Integrating Unsupervised Data Generation into Self-Supervised Neural Machine Translation for Low-Resource Languages.
Proceedings of the 18th Biennial Machine Translation Summit - Volume 1: Research Track, 2021

Phonetic Distance and Surprisal in Multilingual Priming: Evidence from Slavic.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Exploring the Potential of Lexical Paraphrases for Mitigating Noise-Induced Comprehension Errors.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Do Acoustic Word Embeddings Capture Phonological Similarity? An Empirical Study.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines.
Proceedings of the 9th International Conference on Learning Representations, 2021

Estimating Formulas for Model Performance Under Noisy Labels Using Symbolic Regression.
Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

To Share or not to Share: Predicting Sets of Sources for Model Transfer Learning.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Preventing Author Profiling through Zero-Shot Multilingual Back-Translation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Familiar words but strange voices: Modelling the influence of speech variability on word recognition.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

Do we read what we hear? Modeling orthographic influences on spoken word recognition.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

Emoji-Based Transfer Learning for Sentiment Tasks.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, 2021

SoloFinger: Robust Microgestures while Grasping Everyday Objects.
Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

How Familiar Does That Sound? Cross-Lingual Representational Similarity Analysis of Acoustic Word Embeddings.
Proceedings of the Fourth BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2021

Analysing the Noise Model Error for Realistic Noisy Label Data.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

The Effect of Surprisal on Articulatory Gestures in Polish Consonant-to-Vowel Transitions: A Pilot EMA Study.
Proceedings of the 14th ITG Conference on Speech Communication, online, September 29, 2021

2020
Fusion Models for Improved Visual Captioning.
CoRR, 2020

Adversarial Learning of Feature-based Meta-Embeddings.
CoRR, 2020

Integrating Image Captioning with Rule-based Entity Masking.
CoRR, 2020

Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation.
CoRR, 2020

Robust Differentially Private Training of Deep Neural Networks.
CoRR, 2020

Learning Functions to Study the Benefit of Multitask Learning.
CoRR, 2020

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence.
CoRR, 2020

Distant Supervision and Noisy Label Learning for Low Resource Named Entity Recognition: A Study on Hausa and Yorùbá.
Proceedings of the 1st AfricaNLP Workshop Proceedings, 2020

Rediscovering the Slavic Continuum in Representations Emerging from Neural Models of Spoken Language Identification.
Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 2020

Investigating the Impact of Pre-trained Word Embeddings on Memorization in Neural Networks.
Proceedings of the Text, Speech, and Dialogue, 2020

Assessing Unintended Memorization in Neural Discriminative Sequence Models.
Proceedings of the Text, Speech, and Dialogue, 2020

CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

ATC-ANNO: Semantic Annotation for Air Traffic Control with Assistive Auto-Annotation.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Authoring Negotiation Content and Programming Simulated Patients.
Proceedings of the Conversational Dialogue Systems for the Next Decade, 2020

Privacy Guarantees for De-Identifying Text Transformations.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Cross-Domain Adaptation of Spoken Language Identification for Related Languages: The Curious Case of Slavic Languages.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Fusion Models for Improved Image Captioning.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

On the Security Relevance of Initial Weights in Deep Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

HUMAN: Hierarchical Universal Modular ANnotator.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2020

Transfer Learning and Distant Supervision for Multilingual Transformer Models: A Study on African Languages.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

A Closer Look at Linguistic Knowledge in Masked Language Models: The Case of Relative Clauses in American English.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

Defining Explanation in an AI Context.
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

On the Interplay Between Fine-tuning and Sentence-Level Probing for Linguistic Knowledge in Pre-Trained Transformers.
Proceedings of the Third BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP, 2020

Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Label Propagation-Based Semi-Supervised Learning for Hate Speech Classification.
Proceedings of the First Workshop on Insights from Negative Results in NLP, 2020

2019
A Formal Proof of the Expressiveness of Deep Learning.
J. Autom. Reason., 2019

Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network.
CoRR, 2019

Adversarial Initialization - when your network performs the way I want.
CoRR, 2019

Automatic Judgement of Neural Network-Generated Image Captions.
Proceedings of the Statistical Language and Speech Processing, 2019

Term-Based Extraction of Medical Information: Pre-Operative Patient Education Use Case.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

incom.py - A Toolbox for Calculating Linguistic Distances and Asymmetries between Related Languages.
Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Modelling Shared Decision Making in Medical Negotiations: Interactive Training with Cognitive Agents.
Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019

Some steps towards the generation of diachronic WordNets.
Proceedings of the 22nd Nordic Conference on Computational Linguistics, NoDaLiDa 2019, Turku, Finland, September 30, 2019

Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Cross-lingual Transfer Learning for Japanese Named Entity Recognition.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Using Multi-Sense Vector Embeddings for Reverse Dictionaries.
Proceedings of the 13th International Conference on Computational Semantics, 2019

Adaptation of Assistant Based Speech Recognition to New Domains and Its Acceptance by Air Traffic Controllers.
Proceedings of the Intelligent Human Systems Integration 2019, 2019

LSV-UdS at HASOC 2019: The Problem of Defining Hate.
Proceedings of the Working Notes of FIRE 2019, 2019

Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Select and Attend: Towards Controllable Content Selection in Text Generation.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Feature-Dependent Confusion Matrices for Low-Resource NER Labeling with Noisy Labels.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

OCR Nachkorrektur des Royal Society Corpus.
Proceedings of the 6. Tagung des Verbands Digital Humanities im deutschsprachigen Raum, 2019

2018
Logit Pairing Methods Can Fool Gradient-Based Attacks.
CoRR, 2018

A Dataset and a Novel Neural Approach for Optical Gregg Shorthand Recognition.
Proceedings of the Text, Speech, and Dialogue - 21st International Conference, 2018

The Metalogue Debate Trainee Corpus: Data Collection and Annotations.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Outperforming Neural Readers Using Broad-Context Discriminative Language Modeling on the LAMBADA Word Prediction Task.
Proceedings of the 14th Conference on Natural Language Processing, 2018

Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

Closing Brackets with Recurrent Neural Networks.
Proceedings of the Workshop: Analyzing and Interpreting Neural Networks for NLP, 2018

Nexus Network: Connecting the Preceding and the Following in Dialogue Generation.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Long-Span Language Models for Query-Focused Unsupervised Extractive Text Summarization.
Proceedings of the Advances in Information Retrieval, 2018

Image-Sensitive Language Modeling for Automatic Speech Recognition.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data.
Proceedings of the Workshop on Deep Learning Approaches for Low-Resource NLP, 2018

2017
Beyond Pairwise Similarity: Quantifying and Characterizing Linguistic Similarity between Groups of Languages by MDL.
Computación y Sistemas, 2017

Parameter Free Hierarchical Graph-Based Clustering for Analyzing Continuous Word Embeddings.
Proceedings of TextGraphs@ACL 2017: the 11th Workshop on Graph-based Methods for Natural Language Processing, 2017

Approximated and Domain-Adapted LSTM Language Models for First-Pass Decoding in Speech Recognition.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Estimation of Gap Between Current Language Models and Human Performance.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

A Batch Noise Contrastive Estimation Approach for Training Large Vocabulary Language Models.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

The Extended SPaRKy Restaurant Corpus: Designing a Corpus with Variable Information Density.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Incremental Dialogue Act Recognition: Token- vs Chunk-Based Classification.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Wake-Sleep Variational Autoencoders for Language Modeling.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Neural Network approach for mixing language models.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

A context-aware speech recognition and understanding system for air traffic control domain.
Proceedings of the 2017 IEEE Automatic Speech Recognition and Understanding Workshop, 2017

2016
Search Challenges in Natural Language Generation with Complex Optimization Objectives.
Künstliche Intell., 2016

The Custom Decay Language Model for Long Range Dependencies.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

Platon: Dialog Management and Rapid Prototyping for Multilingual Multi-user Dialog Systems.
Proceedings of the Text, Speech, and Dialogue - 19th International Conference, 2016

Orthographic and Morphological Correspondences between Related Slavic Languages as a Base for Modeling of Mutual Intelligibility.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Creating Annotated Dialogue Resources: Cross-domain Dialogue Act Classification.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Sequential Recurrent Neural Networks for Language Modeling.
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

Event participant modelling with neural networks.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Long-Short Range Context Neural Networks for Language Modeling.
Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

Sub-Word Similarity based Search for Embeddings: Inducing Rare-Word Embeddings for Word Similarity Tasks and Language Modelling.
Proceedings of the COLING 2016, 2016

Unsupervised morph segmentation and statistical language models for vocabulary expansion.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Detecting conditional healthiness of food items from natural language text.
Lang. Resour. Evaluation, 2015

Bridging the vocabulary gap between questions and answer sentences.
Inf. Process. Manag., 2015

Linguistically Motivated Question Classification.
Proceedings of the 20th Nordic Conference of Computational Linguistics, 2015

Combining Pattern-Based and Distributional Similarity for Graph-Based Noun Categorization.
Proceedings of the Natural Language Processing and Information Systems, 2015

Understanding Questions and Extracting Answers: Interactive Quiz Game Application Design.
Proceedings of the Human Language Technology. Challenges for Computer Science and Linguistics, 2015

Real-time integration of dynamic context information for improving automatic speech recognition.
Proceedings of the 16th Annual Conference of the International Speech Communication Association, 2015

Towards Flexible, Small-Domain Surface Generation: Combining Data-Driven and Grammatical Approaches.
Proceedings of the ENLG 2015, 2015

2014
Relation Extraction for the Food Domain without Labeled Training Data - Is Distant Supervision the Best Solution?
Proceedings of the Advances in Natural Language Processing, 2014

A keyword search system using open source software.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Context-based recognition network adaptation for improving on-line ASR in Air Traffic Control.
Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

The DBOX Corpus Collection of Spoken Human-Human and Human-Machine Dialogues.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Online unsupervised overlapping speaker detection using enhanced classification history-based features.
Proceedings of the 14th International Workshop on Acoustic Signal Enhancement, 2014

Metalogue: A Multiperspective Multimodal Dialogue System with Metacognitive Abilities for Highly Adaptive and Flexible Dialogue Management.
Proceedings of the 2014 International Conference on Intelligent Environments, Shanghai, China, June 30, 2014

ROCKIT: Roadmap for Conversational Interaction Technologies.
Proceedings of the 2014 Workshop on Roadmapping the Future of Multimodal Interaction Research including Business Opportunities and Challenges, 2014

Multiple concurrent speaker short-term tracking using a Kalman filter bank.
Proceedings of the IEEE International Conference on Acoustics, 2014

Accurate client-server based speech recognition keeping personal data on the client.
Proceedings of the IEEE International Conference on Acoustics, 2014

Improving overlapping speaker detection using multiple speaker tracking information.
Proceedings of the 2014 IEEE Global Conference on Signal and Information Processing, 2014

Automatic Food Categorization from Large Unlabeled Corpora and Its Impact on Relation Extraction.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

RelationFactory: A Fast, Modular and Effective System for Knowledge Base Population.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Unsupervised Parsing for Generating Surface-Based Relation Extraction Patterns.
Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, 2014

Separating Brands from Types: an Investigation of Different Features for the Food Domain.
Proceedings of the COLING 2014, 2014

A Multi-Stage, Multi-Channel Processing System for Overlapping Speech Separation in a Real Scenario.
Proceedings of the 11th ITG Symposium on Speech Communication, 2014

2013
Bootstrapping polarity classifiers with rule-based classification.
Lang. Resour. Evaluation, 2013

Effective Slot Filling Based on Shallow Distant Supervision Methods.
Proceedings of the Sixth Text Analysis Conference, 2013

Predicative Adjectives: An Unsupervised Criterion to Extract Subjective Adjectives.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2013

An unsupervised Bayesian classifier for multiple speaker detection and localization.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Transducer-based speech recognition with dynamic language models.
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013

Towards Contextual Healthiness Classification of Food Items - A Linguistic Approach.
Proceedings of the Sixth International Joint Conference on Natural Language Processing, 2013

Comparing RNNs and log-linear interpolation of improved skip-model on four Babel languages: Cantonese, Pashto, Tagalog, Turkish.
Proceedings of the IEEE International Conference on Acoustics, 2013

A probabilistic framework for multiple speaker localization.
Proceedings of the IEEE International Conference on Acoustics, 2013

A fast cumulative Steered Response Power for multiple speaker detection and localization.
Proceedings of the 21st European Signal Processing Conference, 2013

Combining Generative and Discriminative Model Scores for Distant Supervision.
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Feature-based models for improving the quality of noisy training data for relation extraction.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

A survey of noise reduction methods for distant supervision.
Proceedings of the 2013 workshop on Automated knowledge base construction, 2013

2012
Generalizing from Freebase and Patterns using Cluster-Based Distant Supervision for TAC KBP Slotfilling 2012.
Proceedings of the Fifth Text Analysis Conference, 2012

Web-Based Relation Extraction for the Food Domain.
Proceedings of the Natural Language Processing and Information Systems, 2012

A Gold Standard for Relation Extraction in the Food Domain.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Task-Driven Linguistic Analysis based on an Underspecified Features Representation.
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012

Data-driven knowledge extraction for the food domain.
Proceedings of the 11th Conference on Natural Language Processing, 2012

A Multiple Hypothesis Gaussian Mixture Filter for Acoustic Source Localization and Tracking.
Proceedings of the IWAENC 2012 - International Workshop on Acoustic Signal Enhancement, Proceedings, RWTH Aachen University, Germany, September 4th, 2012

Mobile texting: can post-ASR correction solve the issues? an experimental study on gain vs. costs.
Proceedings of the 17th International Conference on Intelligent User Interfaces, 2012

Multi-channel speech separation with soft time-frequency masking.
Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2012

Knowledge-Based Word Lattice Rescoring in a Dynamic Context.
Proceedings of the 13th Annual Conference of the International Speech Communication Association, 2012

Joint detection and localization of multiple speakers using a probabilistic interpretation of the steered response power.
Proceedings of the ISCA Workshop on Statistical And Perceptual Audition, 2012

A TDOA Gaussian mixture model for improving acoustic source tracking.
Proceedings of the 20th European Signal Processing Conference, 2012

Generalization Methods for In-Domain and Cross-Domain Opinion Holder Extraction.
Proceedings of the EACL 2012, 2012

Improving the Separation of Concurrent Speech through Residual Echo Suppression.
Proceedings of the 10th ITG Conference on Speech Communication, 2012

A Comparative Study of Missing Feature Imputation Techniques.
Proceedings of the 10th ITG Conference on Speech Communication, 2012

2011
Saarland University Spoken Language Systems Group at TAC KBP 2011.
Proceedings of the Fourth Text Analysis Conference, 2011

Prototypical Opinion Holders: What We can Learn from Experts and Analysts.
Proceedings of the Recent Advances in Natural Language Processing, 2011

Convolution Kernels for Subjectivity Detection.
Proceedings of the 18th Nordic Conference of Computational Linguistics, 2011

A Model-Based Spectral Envelope Wiener Filter for Perceptually Motivated Speech Enhancement.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Trained trigger language model for sentence retrieval in QA: bridging the vocabulary gap.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Correlation Features and a Linear Transform Specific Reproducing Kernel.
Proceedings of the Text, Speech and Dialogue, 13th International Conference, 2010

Saarland University Spoken Language Systems at the Slot Filling Task of TAC KBP 2010.
Proceedings of the Third Text Analysis Conference, 2010

Cross-language retrieval using link-based language models.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Hierarchical pitman-yor language model for information retrieval.
Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Convolution Kernels for Opinion Holder Extraction.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

A Comparative Study of Word Co-occurrence for Term Clustering in Language Model-based Sentence Retrieval.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010

Paragraph Acquisition and Selection for List Question Using Amazon's Mechanical Turk.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Predictive Features for Detecting Indefinite Polar Sentences.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

A Named Entity Labeler for German: Exploiting Wikipedia and Distributional Clusters.
Proceedings of the International Conference on Language Resources and Evaluation, 2010

Combining Wikipedia-Based Concept Models for Cross-Language Retrieval.
Proceedings of the Advances in Multidisciplinary Retrieval, 2010

Within and across sentence boundary language model.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

Estimating noise from noisy speech features with a monte carlo variant of the expectation maximization algorithm.
Proceedings of the 11th Annual Conference of the International Speech Communication Association, 2010

On expectation maximization based channel and noise estimation beyond the vector Taylor series expansion.
Proceedings of the IEEE International Conference on Acoustics, 2010

An adaptive level of detail approach to nonlinear estimation.
Proceedings of the IEEE International Conference on Acoustics, 2010

Maximum negentropy beamforming with superdirectivity.
Proceedings of the 18th European Signal Processing Conference, 2010

Further improvement of the adaptive level of detail transform: Splitting in direction of the nonlinearity.
Proceedings of the 18th European Signal Processing Conference, 2010

Effective Term Weighting for Sentence Retrieval.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2010

A survey on the role of negation in sentiment analysis.
Proceedings of the Workshop on Negation and Speculation in Natural Language Processing, 2010

2009
Beamforming With a Maximum Negentropy Criterion.
IEEE Trans. Speech Audio Process., 2009

The Split and Merge Unscented Gaussian Mixture Filter.
IEEE Signal Process. Lett., 2009

Predictive Features in Semi-Supervised Learning for Polarity Classification and the Role of Adjectives.
Proceedings of the 17th Nordic Conference of Computational Linguistics, 2009

A Combined Query Expansion Technique for Retrieving Opinions from Blogs.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Language model-based sentence classification for opinion question answering systems.
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009

Impact of novel sources on content-based image and video retrieval.
Proceedings of the IEEE International Conference on Acoustics, 2009

Bounded conditional mean imputation with Gaussian mixture models: A reconstruction approach to partly occluded features.
Proceedings of the IEEE International Conference on Acoustics, 2009

The Role of Knowledge-based Features in Polarity Classification at Sentence Level.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

Topic-Related Polarity Classification of Blog Sentences.
Proceedings of the Progress in Artificial Intelligence, 2009

A word clustering approach for language model-based sentence retrieval in question answering systems.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
The Alyssa System at TAC QA 2008.
Proceedings of the First Text Analysis Conference, 2008

Cost-Sensitive Learning in Answer Extraction.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

A phase-averaged model for the relationship between noisy speech, clean speech and noise in the log-mel domain.
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008

Filter bank design based on minimization of individual aliasing terms for minimum mutual information subband adaptive beamforming.
Proceedings of the IEEE International Conference on Acoustics, 2008

Optimizing Language Models for Polarity Classification.
Proceedings of the Advances in Information Retrieval , 2008

2007
The Alyssa System at TREC QA 2007: Do We Need Blog06?
Proceedings of The Sixteenth Text REtrieval Conference, 2007

Frame Based Features.
Proceedings of the Speaker Classification I: Fundamentals, Features, and Methods, 2007

Combining term-based and event-based matching for question answering.
Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

To Separate Speech.
Proceedings of the Machine Learning for Multimodal Interaction , 2007

Improved methods for language model based question classification.
Proceedings of the 8th Annual Conference of the International Speech Communication Association, 2007

Language Model Based Query Classification.
Proceedings of the Advances in Information Retrieval, 2007

Fast lip tracking for speech/nonspeech detection.
Proceedings of the Auditory-Visual Speech Processing 2007, 2007

An algorithm for fast composition of weighted finite-state transducers.
Proceedings of the IEEE Workshop on Automatic Speech Recognition & Understanding, 2007

2006
The Alyssa System at TREC 2006: A Statistically-Inspired Question Answering System.
Proceedings of the Fifteenth Text REtrieval Conference, 2006

Dedicated Backing-Off Distributions for Language Model Based Passage.
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006

Building an Evaluation Corpus for German Question Answering by Harvesting Wikipedia.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

Language model adaptation for tiny adaptation corpora.
Proceedings of the Ninth International Conference on Spoken Language Processing, 2006

Using Regional Information in Language Model Based Automatic Concept Annotation and Retrieval Of Video.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Classifying German Questions According to Ontology-Based Answer Types.
Proceedings of the Advances in Data Analysis, 2006

Exploring Correlation of Dependency Relation Paths for Answer Extraction.
Proceedings of the ACL 2006, 2006

2005
TREC 2005 Question Answering Experiments at Tokyo Institute of Technology.
Proceedings of the Fourteenth Text REtrieval Conference, 2005

Joint visual-text modeling for automatic retrieval of multimedia documents.
Proceedings of the 13th ACM International Conference on Multimedia, 2005

Exploring Syntactic Relation Patterns for Question Answering.
Proceedings of the Natural Language Processing, 2005

A Statistical Classification Approach to Question Answering using Web Data.
Proceedings of the 4th International Conference on Cyberworlds (CW 2005), 2005

Access to Content.
Proceedings of the Cognitive Systems, Joint Chinese-German Workshop, Shanghai, 2005

2004
A Spoken Language Front-end for a Multilingual Music Data Base.
Proceedings of the Berliner XML Tage 2004, 11.-13. Oktober 2004 in Berlin, 2004

2003
Information retrieval based call classification.
Proceedings of the 8th European Conference on Speech Communication and Technology, EUROSPEECH 2003, 2003

2002
Testing the correlation of word error rate and perplexity.
Speech Commun., 2002

Large vocabulary continuous speech recognition of Broadcast News - The Philips/RWTH approach.
Speech Commun., 2002

Efficient construction of long-range language models using log-linear interpolation.
Proceedings of the 7th International Conference on Spoken Language Processing, ICSLP2002, 2002

Robustness of Linear Discriminant Analysis in Automatic Speech Recognitio.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Speech recognition for huge vocabularies by using optimized sub-word units.
Proceedings of the EUROSPEECH 2001 Scandinavia, 2001

Generation and expansion of word graphs using long span context information.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
Long range language models for free spelling recognition.
Proceedings of the IEEE International Conference on Acoustics, 2000

Selecting articles from the language model training corpus.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
OOV-detection in large vocabulary system using automatically defined word-fragments as fillers.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

The philips/RWTH system for transcription of broadcast news.
Proceedings of the Sixth European Conference on Speech Communication and Technology, 1999

1998
Log-linear interpolation of language models.
Proceedings of the 5th International Conference on Spoken Language Processing, Incorporating The 7th Australian International Speech Science and Technology Conference, Sydney Convention Centre, Sydney, Australia, 30th November, 1998

Language-model optimization by mapping of corpora.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997
Language model adaptation using dynamic marginals.
Proceedings of the Fifth European Conference on Speech Communication and Technology, 1997


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