yuz9yuz/NLPImpact huggingface dataset:
Title: Vector space semantics with frequency-driven motifs
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Lexical Inference over Multi-Word Predicates: A Distributional Approach
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: A Convolutional Neural Network for Modelling Sentences
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Online Learning in Tensor Space
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Graph-based Semi-Supervised Learning of Translation Models from Monolingual Data
Venue: ACL (2014)
Topic: machine translation
Title: Using Discourse Structure Improves Machine Translation Evaluation
Venue: ACL (2014)
Topic: machine translation
Title: Learning Continuous Phrase Representations for Translation Modeling
Venue: ACL (2014)
Topic: machine translation
Title: Adaptive Quality Estimation for Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Learning Grounded Meaning Representations with Autoencoders
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Joint POS Tagging and Transition-based Constituent Parsing in Chinese with Non-local Features
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Strategies for Contiguous Multiword Expression Analysis and Dependency Parsing
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Correcting Preposition Errors in Learner English Using Error Case Frames and Feedback Messages
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Kneser-Ney Smoothing on Expected Counts
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Robust Entity Clustering via Phylogenetic Inference
Venue: ACL (2014)
Topic: information extraction
Title: Linguistic Structured Sparsity in Text Categorization
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Perplexity on Reduced Corpora
Venue: ACL (2014)
Topic: resources and evaluation
Title: Robust Domain Adaptation for Relation Extraction via Clustering Consistency
Venue: ACL (2014)
Topic: information extraction
Title: Encoding Relation Requirements for Relation Extraction via Joint Inference
Venue: ACL (2014)
Topic: information extraction
Title: Medical Relation Extraction with Manifold Models
Venue: ACL (2014)
Topic: information extraction
Title: Distant Supervision for Relation Extraction with Matrix Completion
Venue: ACL (2014)
Topic: information extraction
Title: Enhancing Grammatical Cohesion: Generating Transitional Expressions for SMT
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Adaptive HTER Estimation for Document-Specific MT Post-Editing
Venue: ACL (2014)
Topic: nlp applications
Title: Translation Assistance by Translation of L1 Fragments in an L2 Context
Venue: ACL (2014)
Topic: machine translation
Title: Response-based Learning for Grounded Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Modelling Events through Memory-based, Open-IE Patterns for Abstractive Summarization
Venue: ACL (2014)
Topic: information extraction
Title: Hierarchical Summarization: Scaling Up Multi-Document Summarization
Venue: ACL (2014)
Topic: summarization
Title: Query-Chain Focused Summarization
Venue: ACL (2014)
Topic: summarization
Title: Exploiting Timelines to Enhance Multi-document Summarization
Venue: ACL (2014)
Topic: summarization
Title: A chance-corrected measure of inter-annotator agreement for syntax
Venue: ACL (2014)
Topic: ethics, bias, and fairness
Title: Two Is Bigger (and Better) Than One: the Wikipedia Bitaxonomy Project
Venue: ACL (2014)
Topic: resources and evaluation
Title: Information Extraction over Structured Data: Question Answering with Freebase
Venue: ACL (2014)
Topic: information extraction
Title: Knowledge-Based Question Answering as Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Discourse Complements Lexical Semantics for Non-factoid Answer Reranking
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Toward Future Scenario Generation: Extracting Event Causality Exploiting Semantic Relation, Context, and Association Features
Venue: ACL (2014)
Topic: information extraction
Title: Cross-narrative Temporal Ordering of Medical Events
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Language-Aware Truth Assessment of Fact Candidates
Venue: ACL (2014)
Topic: nlp applications
Title: That’s sick dude!: Automatic identification of word sense change across different timescales
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: A Step-wise Usage-based Method for Inducing Polysemy-aware Verb Classes
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Structured Learning for Taxonomy Induction with Belief Propagation
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: A Provably Correct Learning Algorithm for Latent-Variable PCFGs
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Spectral Unsupervised Parsing with Additive Tree Metrics
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Weak semantic context helps phonetic learning in a model of infant language acquisition
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: Bootstrapping into Filler-Gap: An Acquisition Story
Venue: ACL (2014)
Topic: nlp applications
Title: Nonparametric Learning of Phonological Constraints in Optimality Theory
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Active Learning with Efficient Feature Weighting Methods for Improving Data Quality and Classification Accuracy
Venue: ACL (2014)
Topic: low-resource methods for nlp
Title: Political Ideology Detection Using Recursive Neural Networks
Venue: ACL (2014)
Topic: computational social science and cultural analytics
Title: A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Are Two Heads Better than One? Crowdsourced Translation via a Two-Step Collaboration of Non-Professional Translators and Editors
Venue: ACL (2014)
Topic: machine translation
Title: A Generalized Language Model as the Combination of Skipped n-grams and Modified Kneser Ney Smoothing
Venue: ACL (2014)
Topic: language modeling
Title: A Semiparametric Gaussian Copula Regression Model for Predicting Financial Risks from Earnings Calls
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Polylingual Tree-Based Topic Models for Translation Domain Adaptation
Venue: ACL (2014)
Topic: machine translation
Title: Low-Resource Semantic Role Labeling
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Joint Syntactic and Semantic Parsing with Combinatory Categorial Grammar
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Learning Semantic Hierarchies via Word Embeddings
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Probabilistic Soft Logic for Semantic Textual Similarity
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Abstractive Summarization of Spoken and Written Conversations Based on Phrasal Queries
Venue: ACL (2014)
Topic: summarization
Title: Comparing Multi-label Classification with Reinforcement Learning for Summarisation of Time-series Data
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Approximation Strategies for Multi-Structure Sentence Compression
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Opinion Mining on YouTube
Venue: ACL (2014)
Topic: resources and evaluation
Title: Automatic Keyphrase Extraction: A Survey of the State of the Art
Venue: ACL (2014)
Topic: information extraction
Title: Pattern Dictionary of English Prepositions
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: Looking at Unbalanced Specialized Comparable Corpora for Bilingual Lexicon Extraction
Venue: ACL (2014)
Topic: information extraction
Title: Validating and Extending Semantic Knowledge Bases using Video Games with a Purpose
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Shallow Analysis Based Assessment of Syntactic Complexity for Automated Speech Scoring
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Can You Repeat That? Using Word Repetition to Improve Spoken Term Detection
Venue: ACL (2014)
Topic: speech processing and spoken language understanding
Title: Character-Level Chinese Dependency Parsing
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Unsupervised Dependency Parsing with Transferring Distribution via Parallel Guidance and Entropy Regularization
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Unsupervised Morphology-Based Vocabulary Expansion
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Fast and Robust Neural Network Joint Models for Statistical Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Low-Rank Tensors for Scoring Dependency Structures
Venue: ACL (2014)
Topic: information extraction
Title: CoSimRank: A Flexible & Efficient Graph-Theoretic Similarity Measure
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Is this a wampimuk? Cross-modal mapping between distributional semantics and the visual world
Venue: ACL (2014)
Topic: multimodality and language grounding to vision, robotics and beyond
Title: Semantic Parsing via Paraphrasing
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: A Discriminative Graph-Based Parser for the Abstract Meaning Representation
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Context-dependent Semantic Parsing for Time Expressions
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Semantic Frame Identification with Distributed Word Representations
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: A Sense-Based Translation Model for Statistical Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Recurrent Neural Networks for Word Alignment Model
Venue: ACL (2014)
Topic: language modeling
Title: A Constrained Viterbi Relaxation for Bidirectional Word Alignment
Venue: ACL (2014)
Topic: nlp applications
Title: A Recursive Recurrent Neural Network for Statistical Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Predicting Instructor’s Intervention in MOOC forums
Venue: ACL (2014)
Topic: human-centered nlp
Title: A Joint Graph Model for Pinyin-to-Chinese Conversion with Typo Correction
Venue: ACL (2014)
Topic: nlp applications
Title: Smart Selection
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Modeling Prompt Adherence in Student Essays
Venue: ACL (2014)
Topic: human-centered nlp
Title: ConnotationWordNet: Learning Connotation over the Word+Sense Network
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Learning Sentiment-Specific Word Embedding for Twitter Sentiment Classification
Venue: ACL (2014)
Topic: low-resource methods for nlp
Title: Towards a General Rule for Identifying Deceptive Opinion Spam
Venue: ACL (2014)
Topic: computational social science and cultural analytics
Title: Exploring the Relative Role of Bottom-up and Top-down Information in Phoneme Learning
Venue: ACL (2014)
Topic: phonology, morphology, and word segmentation
Title: Biases in Predicting the Human Language Model
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse
Venue: ACL (2014)
Topic: discourse and pragmatics
Title: A Composite Kernel Approach for Dialog Topic Tracking with Structured Domain Knowledge from Wikipedia
Venue: ACL (2014)
Topic: dialogue and interactive systems
Title: An Extension of BLANC to System Mentions
Venue: ACL (2014)
Topic: resources and evaluation
Title: Scoring Coreference Partitions of Predicted Mentions: A Reference Implementation
Venue: ACL (2014)
Topic: discourse and pragmatics
Title: Measuring Sentiment Annotation Complexity of Text
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Improving Citation Polarity Classification with Product Reviews
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Sprinkling Topics for Weakly Supervised Text Classification
Venue: ACL (2014)
Topic: machine learning for nlp
Title: A Feature-Enriched Tree Kernel for Relation Extraction
Venue: ACL (2014)
Topic: information extraction
Title: Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction
Venue: ACL (2014)
Topic: information extraction
Title: Graph Ranking for Collective Named Entity Disambiguation
Venue: ACL (2014)
Topic: low-resource methods for nlp
Title: Descending-Path Convolution Kernel for Syntactic Structures
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Entities’ Sentiment Relevance
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Automatic Detection of Multilingual Dictionaries on the Web
Venue: ACL (2014)
Topic: multilinguality and language diversity
Title: Automatic Detection of Cognates Using Orthographic Alignment
Venue: ACL (2014)
Topic: phonology, morphology, and word segmentation
Title: Automatically constructing Wordnet Synsets
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Constructing a Turkish-English Parallel TreeBank
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Improved Typesetting Models for Historical OCR
Venue: ACL (2014)
Topic: nlp applications
Title: Robust Logistic Regression using Shift Parameters
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Faster Phrase-Based Decoding by Refining Feature State
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Decoder Integration and Expected BLEU Training for Recurrent Neural Network Language Models
Venue: ACL (2014)
Topic: machine learning for nlp
Title: On the Elements of an Accurate Tree-to-String Machine Translation System
Venue: ACL (2014)
Topic: machine translation
Title: Simple extensions and POS Tags for a reparameterised IBM Model 2
Venue: ACL (2014)
Topic: language modeling
Title: Dependency-based Pre-ordering for Chinese-English Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Generalized Character-Level Spelling Error Correction
Venue: ACL (2014)
Topic: nlp applications
Title: Improved Iterative Correction for Distant Spelling Errors
Venue: ACL (2014)
Topic: nlp applications
Title: Predicting Grammaticality on an Ordinal Scale
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: I’m a Belieber: Social Roles via Self-identification and Conceptual Attributes
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: Automatically Detecting Corresponding Edit-Turn-Pairs in Wikipedia
Venue: ACL (2014)
Topic: resources and evaluation
Title: Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Effective Document-Level Features for Chinese Patent Word Segmentation
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Word Segmentation of Informal Arabic with Domain Adaptation
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Resolving Lexical Ambiguity in Tensor Regression Models of Meaning
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: A Novel Content Enriching Model for Microblog Using News Corpus
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Learning Bilingual Word Representations by Marginalizing Alignments
Venue: ACL (2014)
Topic: multilinguality and language diversity
Title: Detecting Retries of Voice Search Queries
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Sliding Alignment Windows for Real-Time Crowd Captioning
Venue: ACL (2014)
Topic: nlp applications
Title: Detection of Topic and its Extrinsic Evaluation Through Multi-Document Summarization
Venue: ACL (2014)
Topic: summarization
Title: Content Importance Models for Scoring Writing From Sources
Venue: ACL (2014)
Topic: resources and evaluation
Title: Chinese Morphological Analysis with Character-level POS Tagging
Venue: ACL (2014)
Topic: phonology, morphology, and word segmentation
Title: Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: POS induction with distributional and morphological information using a distance-dependent Chinese restaurant process
Venue: ACL (2014)
Topic: generation
Title: Improving the Recognizability of Syntactic Relations Using Contextualized Examples
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: How to Speak a Language without Knowing It
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Assessing the Discourse Factors that Influence the Quality of Machine Translation
Venue: ACL (2014)
Topic: machine translation
Title: Automatic Detection of Machine Translated Text and Translation Quality Estimation
Venue: ACL (2014)
Topic: machine translation
Title: Improving sparse word similarity models with asymmetric measures
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Dependency-Based Word Embeddings
Venue: ACL (2014)
Topic: phonology, morphology, and word segmentation
Title: Vector spaces for historical linguistics: Using distributional semantics to study syntactic productivity in diachrony
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: Single Document Summarization based on Nested Tree Structure
Venue: ACL (2014)
Topic: summarization
Title: Linguistic Considerations in Automatic Question Generation
Venue: ACL (2014)
Topic: generation
Title: Polynomial Time Joint Structural Inference for Sentence Compression
Venue: ACL (2014)
Topic: generation
Title: A Bayesian Method to Incorporate Background Knowledge during Automatic Text Summarization
Venue: ACL (2014)
Topic: summarization
Title: Predicting Power Relations between Participants in Written Dialog from a Single Thread
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Tri-Training for Authorship Attribution with Limited Training Data
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Automation and Evaluation of the Keyword Method for Second Language Learning
Venue: ACL (2014)
Topic: low-resource methods for nlp
Title: Citation Resolution: A method for evaluating context-based citation recommendation systems
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Hippocratic Abbreviation Expansion
Venue: ACL (2014)
Topic: nlp applications
Title: Unsupervised Feature Learning for Visual Sign Language Identification
Venue: ACL (2014)
Topic: multimodality and language grounding to vision, robotics and beyond
Title: Experiments with crowdsourced re-annotation of a POS tagging data set
Venue: ACL (2014)
Topic: syntax: tagging, chunking and parsing
Title: Building Sentiment Lexicons for All Major Languages
Venue: ACL (2014)
Topic: multilinguality and language diversity
Title: Difficult Cases: From Data to Learning, and Back
Venue: ACL (2014)
Topic: machine learning for nlp
Title: The VerbCorner Project: Findings from Phase 1 of crowd-sourcing a semantic decomposition of verbs
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: A Corpus of Sentence-level Revisions in Academic Writing: A Step towards Understanding Statement Strength in Communication
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Determiner-Established Deixis to Communicative Artifacts in Pedagogical Text
Venue: ACL (2014)
Topic: human-centered nlp
Title: Modeling Factuality Judgments in Social Media Text
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: A Topic Model for Building Fine-grained Domain-specific Emotion Lexicon
Venue: ACL (2014)
Topic: computational social science and cultural analytics
Title: Depeche Mood: a Lexicon for Emotion Analysis from Crowd Annotated News
Venue: ACL (2014)
Topic: computational social science and cultural analytics
Title: Improving Twitter Sentiment Analysis with Topic-Based Mixture Modeling and Semi-Supervised Training
Venue: ACL (2014)
Topic: sentiment analysis, stylistic analysis, and argument mining
Title: Cross-cultural Deception Detection
Venue: ACL (2014)
Topic: computational social science and cultural analytics
Title: Particle Filter Rejuvenation and Latent Dirichlet Allocation
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Comparing Automatic Evaluation Measures for Image Description
Venue: ACL (2014)
Topic: multimodality and language grounding to vision, robotics and beyond
Title: Learning a Lexical Simplifier Using Wikipedia
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Cheap and easy entity evaluation
Venue: ACL (2014)
Topic: information extraction
Title: Identifying Real-Life Complex Task Names with Task-Intrinsic Entities from Microblogs
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Mutual Disambiguation for Entity Linking
Venue: ACL (2014)
Topic: information extraction
Title: How Well can We Learn Interpretable Entity Types from Text?
Venue: ACL (2014)
Topic: information extraction
Title: Learning Translational and Knowledge-based Similarities from Relevance Rankings for Cross-Language Retrieval
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: Two-Stage Hashing for Fast Document Retrieval
Venue: ACL (2014)
Topic: information retrieval and text mining
Title: An Annotation Framework for Dense Event Ordering
Venue: ACL (2014)
Topic: information extraction
Title: Linguistically debatable or just plain wrong?
Venue: ACL (2014)
Topic: resources and evaluation
Title: Humans Require Context to Infer Ironic Intent (so Computers Probably do, too)
Venue: ACL (2014)
Topic: interpretability and analysis of models for nlp
Title: Automatic prediction of aspectual class of verbs in context
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: Combining Word Patterns and Discourse Markers for Paradigmatic Relation Classification
Venue: ACL (2014)
Topic: linguistic theories, cognitive modeling and psycholinguistics
Title: Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas
Title: Fast Easy Unsupervised Domain Adaptation with Marginalized Structured Dropout
Venue: ACL (2014)
Topic: machine learning for nlp
Title: Improving Lexical Embeddings with Semantic Knowledge
Venue: ACL (2014)
Topic: semantics: lexical, sentence-level semantics, textual inference and other areas